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10 Commits
lab_2 ... lab_9

Author SHA1 Message Date
Arutunyan-Dmitry
518c28dbaa Merge pull request 'lab 10 complate' (#11) from lab_10 into lab_9 
Reviewed-on: #11
 2025-05-24 08:47:21 +04:00
salih
c5315027e9 lab 10 complate 2025-05-24 01:47:07 +04:00
salih
f05ef03da5 lab 9 complate 2025-05-24 00:35:06 +04:00
salih
b76a779c67 lab 8 complete 2025-05-23 21:07:22 +04:00
salih
394b68f6ed Finish lab6 number 2 2025-03-01 04:31:18 +04:00
salih
9923bb7120 Finish lab6 2025-03-01 04:27:08 +04:00
salih
d45bafacbc Первый коммит 5 лабы 2024-12-13 21:57:58 +04:00
salih
e5e3511ef4 Готовая 4 laba 2024-12-12 16:14:13 +04:00
salih
8ec15fa9bc исправил ошибку 2024-11-30 13:19:01 +04:00
salih
c5871e1ba6 First commit 2024-11-01 21:16:02 +04:00
14 changed files with 71173 additions and 15 deletions
Expand all files Collapse all files

4
README.md
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@@ -3,4 +3,6 @@
https://www.kaggle.com/datasets/surajjha101/stores-area-and-sales-data
https://www.kaggle.com/datasets/muhammedtausif/world-population-by-countries
https://www.kaggle.com/datasets/surajjha101/stores-area-and-sales-data
https://www.kaggle.com/datasets/surajjha101/forbes-billionaires-data-preprocessed
https://www.kaggle.com/datasets/surajjha101/forbes-billionaires-data-preprocessed
Датасет для 4 лабы: https://www.kaggle.com/datasets/henryshan/2023-data-scientists-salary?resource=download

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lab_1/requirements.txt
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lab_10/laba10.ipynb Normal file
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lab_2/laba2.ipynb
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@@ -594,26 +594,18 @@
},
{
"cell_type": "code",
"execution_count": 270,
"execution_count": 1,
"metadata": {},
"outputs": [
{
"ename": "AssertionError",
"evalue": "",
"ename": "NameError",
"evalue": "name 'y_train' is not defined",
"output_type": "error",
"traceback": [
"\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[1;31mAssertionError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[1;32mIn[270], line 18\u001b[0m\n\u001b[0;32m 15\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 16\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mВыборка \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mname\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m сбалансирована, аугментация не требуется.\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m---> 18\u001b[0m \u001b[43mcheck_augmentation_need\u001b[49m\u001b[43m(\u001b[49m\u001b[43my_train\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mобучающей\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 19\u001b[0m check_augmentation_need(y_val, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mвалидационной\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 20\u001b[0m check_augmentation_need(y_test, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mтестовой\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
"Cell \u001b[1;32mIn[270], line 3\u001b[0m, in \u001b[0;36mcheck_augmentation_need\u001b[1;34m(data, name)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mcheck_augmentation_need\u001b[39m(data, name):\n\u001b[0;32m 2\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Проверка необходимости аугментации данных\"\"\"\u001b[39;00m\n\u001b[1;32m----> 3\u001b[0m quantiles \u001b[38;5;241m=\u001b[39m \u001b[43mdata\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mquantile\u001b[49m\u001b[43m(\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m0.25\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m0.5\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m0.75\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 4\u001b[0m mean \u001b[38;5;241m=\u001b[39m data\u001b[38;5;241m.\u001b[39mmean()\n\u001b[0;32m 5\u001b[0m std \u001b[38;5;241m=\u001b[39m data\u001b[38;5;241m.\u001b[39mstd()\n",
"File \u001b[1;32mc:\\Users\\salih\\OneDrive\\Рабочий стол\\3 курас\\МИИ\\laba1\\AIM-PIbd-31-Yaruskin-S-A\\aimenv\\Lib\\site-packages\\pandas\\core\\series.py:2887\u001b[0m, in \u001b[0;36mSeries.quantile\u001b[1;34m(self, q, interpolation)\u001b[0m\n\u001b[0;32m 2883\u001b[0m \u001b[38;5;66;03m# We dispatch to DataFrame so that core.internals only has to worry\u001b[39;00m\n\u001b[0;32m 2884\u001b[0m \u001b[38;5;66;03m# about 2D cases.\u001b[39;00m\n\u001b[0;32m 2885\u001b[0m df \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mto_frame()\n\u001b[1;32m-> 2887\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[43mdf\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mquantile\u001b[49m\u001b[43m(\u001b[49m\u001b[43mq\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mq\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43minterpolation\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43minterpolation\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnumeric_only\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[0;32m 2888\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m result\u001b[38;5;241m.\u001b[39mndim \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m2\u001b[39m:\n\u001b[0;32m 2889\u001b[0m result \u001b[38;5;241m=\u001b[39m result\u001b[38;5;241m.\u001b[39miloc[:, \u001b[38;5;241m0\u001b[39m]\n",
"File \u001b[1;32mc:\\Users\\salih\\OneDrive\\Рабочий стол\\3 курас\\МИИ\\laba1\\AIM-PIbd-31-Yaruskin-S-A\\aimenv\\Lib\\site-packages\\pandas\\core\\frame.py:12191\u001b[0m, in \u001b[0;36mDataFrame.quantile\u001b[1;34m(self, q, axis, numeric_only, interpolation, method)\u001b[0m\n\u001b[0;32m 12187\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[0;32m 12188\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mInvalid method: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mmethod\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m. Method must be in \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mvalid_method\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 12189\u001b[0m )\n\u001b[0;32m 12190\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m method \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msingle\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m> 12191\u001b[0m res \u001b[38;5;241m=\u001b[39m \u001b[43mdata\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_mgr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mquantile\u001b[49m\u001b[43m(\u001b[49m\u001b[43mqs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mq\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43minterpolation\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43minterpolation\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 12192\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m method \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtable\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[0;32m 12193\u001b[0m valid_interpolation \u001b[38;5;241m=\u001b[39m {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnearest\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlower\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhigher\u001b[39m\u001b[38;5;124m\"\u001b[39m}\n",
"File \u001b[1;32mc:\\Users\\salih\\OneDrive\\Рабочий стол\\3 курас\\МИИ\\laba1\\AIM-PIbd-31-Yaruskin-S-A\\aimenv\\Lib\\site-packages\\pandas\\core\\internals\\managers.py:1549\u001b[0m, in \u001b[0;36mBlockManager.quantile\u001b[1;34m(self, qs, interpolation)\u001b[0m\n\u001b[0;32m 1545\u001b[0m new_axes \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlist\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39maxes)\n\u001b[0;32m 1546\u001b[0m new_axes[\u001b[38;5;241m1\u001b[39m] \u001b[38;5;241m=\u001b[39m Index(qs, dtype\u001b[38;5;241m=\u001b[39mnp\u001b[38;5;241m.\u001b[39mfloat64)\n\u001b[0;32m 1548\u001b[0m blocks \u001b[38;5;241m=\u001b[39m [\n\u001b[1;32m-> 1549\u001b[0m \u001b[43mblk\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mquantile\u001b[49m\u001b[43m(\u001b[49m\u001b[43mqs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mqs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43minterpolation\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43minterpolation\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mfor\u001b[39;00m blk \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mblocks\n\u001b[0;32m 1550\u001b[0m ]\n\u001b[0;32m 1552\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mtype\u001b[39m(\u001b[38;5;28mself\u001b[39m)(blocks, new_axes)\n",
"File \u001b[1;32mc:\\Users\\salih\\OneDrive\\Рабочий стол\\3 курас\\МИИ\\laba1\\AIM-PIbd-31-Yaruskin-S-A\\aimenv\\Lib\\site-packages\\pandas\\core\\internals\\blocks.py:1891\u001b[0m, in \u001b[0;36mBlock.quantile\u001b[1;34m(self, qs, interpolation)\u001b[0m\n\u001b[0;32m 1888\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mndim \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m2\u001b[39m\n\u001b[0;32m 1889\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m is_list_like(qs) \u001b[38;5;66;03m# caller is responsible for this\u001b[39;00m\n\u001b[1;32m-> 1891\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[43mquantile_compat\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mvalues\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43masarray\u001b[49m\u001b[43m(\u001b[49m\u001b[43mqs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_values\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43minterpolation\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1892\u001b[0m \u001b[38;5;66;03m# ensure_block_shape needed for cases where we start with EA and result\u001b[39;00m\n\u001b[0;32m 1893\u001b[0m \u001b[38;5;66;03m# is ndarray, e.g. IntegerArray, SparseArray\u001b[39;00m\n\u001b[0;32m 1894\u001b[0m result \u001b[38;5;241m=\u001b[39m ensure_block_shape(result, ndim\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m)\n",
"File \u001b[1;32mc:\\Users\\salih\\OneDrive\\Рабочий стол\\3 курас\\МИИ\\laba1\\AIM-PIbd-31-Yaruskin-S-A\\aimenv\\Lib\\site-packages\\pandas\\core\\array_algos\\quantile.py:41\u001b[0m, in \u001b[0;36mquantile_compat\u001b[1;34m(values, qs, interpolation)\u001b[0m\n\u001b[0;32m 39\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m quantile_with_mask(values, mask, fill_value, qs, interpolation)\n\u001b[0;32m 40\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m---> 41\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mvalues\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_quantile\u001b[49m\u001b[43m(\u001b[49m\u001b[43mqs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43minterpolation\u001b[49m\u001b[43m)\u001b[49m\n",
"File \u001b[1;32mc:\\Users\\salih\\OneDrive\\Рабочий стол\\3 курас\\МИИ\\laba1\\AIM-PIbd-31-Yaruskin-S-A\\aimenv\\Lib\\site-packages\\pandas\\core\\arrays\\_mixins.py:519\u001b[0m, in \u001b[0;36mNDArrayBackedExtensionArray._quantile\u001b[1;34m(self, qs, interpolation)\u001b[0m\n\u001b[0;32m 515\u001b[0m fill_value \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_internal_fill_value\n\u001b[0;32m 517\u001b[0m res_values \u001b[38;5;241m=\u001b[39m quantile_with_mask(arr, mask, fill_value, qs, interpolation)\n\u001b[1;32m--> 519\u001b[0m res_values \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_cast_quantile_result\u001b[49m\u001b[43m(\u001b[49m\u001b[43mres_values\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 520\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_from_backing_data(res_values)\n",
"File \u001b[1;32mc:\\Users\\salih\\OneDrive\\Рабочий стол\\3 курас\\МИИ\\laba1\\AIM-PIbd-31-Yaruskin-S-A\\aimenv\\Lib\\site-packages\\pandas\\core\\arrays\\categorical.py:2480\u001b[0m, in \u001b[0;36mCategorical._cast_quantile_result\u001b[1;34m(self, res_values)\u001b[0m\n\u001b[0;32m 2478\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_cast_quantile_result\u001b[39m(\u001b[38;5;28mself\u001b[39m, res_values: np\u001b[38;5;241m.\u001b[39mndarray) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m np\u001b[38;5;241m.\u001b[39mndarray:\n\u001b[0;32m 2479\u001b[0m \u001b[38;5;66;03m# make sure we have correct itemsize for resulting codes\u001b[39;00m\n\u001b[1;32m-> 2480\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m res_values\u001b[38;5;241m.\u001b[39mdtype \u001b[38;5;241m==\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_ndarray\u001b[38;5;241m.\u001b[39mdtype\n\u001b[0;32m 2481\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m res_values\n",
"\u001b[1;31mAssertionError\u001b[0m: "
"\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[1;32mIn[1], line 18\u001b[0m\n\u001b[0;32m 15\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 16\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mВыборка \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mname\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m сбалансирована, аугментация не требуется.\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m---> 18\u001b[0m check_augmentation_need(\u001b[43my_train\u001b[49m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mобучающей\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 19\u001b[0m check_augmentation_need(y_val, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mвалидационной\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 20\u001b[0m check_augmentation_need(y_test, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mтестовой\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
"\u001b[1;31mNameError\u001b[0m: name 'y_train' is not defined"
]
}
],

1291
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1314
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648
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1352
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752
lab_6/test_data.csv Normal file
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@@ -0,0 +1,752 @@
work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size,experience_level_encoded,employee_residence_encoded
2022,SE,FT,Machine Learning Software Engineer,168000,USD,168000,CA,100,CA,M,3,6
2023,SE,FT,Data Analyst,179975,USD,179975,US,100,US,M,3,11
2022,SE,FT,Data Scientist,144000,USD,144000,US,100,US,M,3,11
2023,SE,FT,Applied Scientist,222200,USD,222200,US,0,US,L,3,11
2021,EX,FT,Head of Data,230000,USD,230000,RU,50,RU,L,1,39
2022,EN,FT,Applied Data Scientist,40000,USD,40000,AU,100,PK,M,0,5
2023,SE,FT,Data Scientist,105000,USD,105000,US,0,US,M,3,11
2023,EN,FT,Data Analyst,100000,USD,100000,US,50,US,M,0,11
2021,EN,FT,Data Scientist,2200000,INR,29751,IN,50,IN,L,0,47
2023,SE,FT,Machine Learning Engineer,153090,USD,153090,US,0,US,M,3,11
2022,MI,FT,ETL Developer,50000,EUR,52533,GR,0,GR,M,2,24
2022,SE,FT,Data Engineer,115000,USD,115000,US,100,US,M,3,11
2023,SE,FT,Data Engineer,128000,USD,128000,US,0,US,M,3,11
2022,MI,FT,Data Scientist,2400000,INR,30523,IN,100,IN,L,2,47
2023,SE,FT,Data Analyst,128500,USD,128500,US,0,US,M,3,11
2023,SE,FT,Data Architect,92000,USD,92000,GB,100,GB,M,3,8
2022,EN,FT,Data Engineer,160000,USD,160000,US,0,US,M,0,11
2022,SE,FT,Data Scientist,168000,USD,168000,US,100,US,M,3,11
2022,SE,FT,Data Engineer,210000,USD,210000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,153400,USD,153400,US,0,US,M,3,11
2023,MI,FT,Data Engineer,140000,USD,140000,US,0,US,M,2,11
2022,SE,FT,Data Analyst,99050,USD,99050,US,100,US,M,3,11
2023,SE,FT,Data Engineer,259000,USD,259000,US,100,US,M,3,11
2022,SE,FT,Data Engineer,200000,USD,200000,PR,100,PR,M,3,33
2023,SE,FT,Data Scientist,134236,USD,134236,US,0,US,M,3,11
2022,MI,FT,Data Engineer,170000,USD,170000,US,100,US,M,2,11
2023,SE,FT,Computer Vision Engineer,200000,USD,200000,US,100,US,S,3,11
2023,SE,FT,Data Analyst,120250,USD,120250,US,100,US,M,3,11
2021,SE,FT,Data Science Manager,4000000,INR,54094,IN,50,US,L,3,47
2022,MI,FT,Data Scientist,145000,USD,145000,US,0,US,M,2,11
2023,SE,FT,Analytics Engineer,143860,USD,143860,US,0,US,M,3,11
2023,SE,FT,Data Analyst,138000,USD,138000,US,100,US,M,3,11
2022,SE,FT,Machine Learning Scientist,216000,USD,216000,US,0,US,M,3,11
2022,SE,FT,Data Analyst,61300,USD,61300,CA,100,CA,M,3,6
2020,MI,FT,Data Scientist,37000,EUR,42197,FR,50,FR,S,2,10
2022,MI,FT,Data Analytics Manager,140000,USD,140000,US,0,US,M,2,11
2021,EN,FT,Power BI Developer,400000,INR,5409,IN,50,IN,L,0,47
2020,EN,FT,Data Analyst,10000,USD,10000,NG,100,NG,S,0,36
2023,SE,FT,Data Analyst,180180,USD,180180,US,0,US,M,3,11
2022,SE,FT,Data Engineer,188100,USD,188100,US,0,US,M,3,11
2022,EX,FT,Analytics Engineer,150000,USD,150000,US,100,US,M,1,11
2021,EN,FT,Research Scientist,100000,USD,100000,JE,0,CN,L,0,48
2023,MI,FT,Applied Machine Learning Engineer,130000,USD,130000,US,0,US,M,2,11
2022,SE,FT,Big Data Engineer,210000,CAD,161311,CA,50,CA,M,3,6
2023,SE,FT,Data Engineer,205600,USD,205600,US,0,US,L,3,11
2023,SE,FT,Data Analyst,140000,USD,140000,US,0,US,M,3,11
2022,SE,FT,Machine Learning Developer,100000,CAD,76814,CA,100,CA,M,3,6
2022,SE,FT,Data Engineer,102100,USD,102100,US,0,US,M,3,11
2023,MI,FT,Data Analyst,83500,USD,83500,US,100,US,M,2,11
2022,SE,FT,Machine Learning Engineer,65000,EUR,68293,IE,100,IE,S,3,9
2020,MI,FT,Product Data Analyst,450000,INR,6072,IN,100,IN,L,2,47
2022,EN,FT,AI Scientist,50000,USD,50000,US,100,US,M,0,11
2023,SE,FT,Data Scientist,370000,USD,370000,US,0,US,M,3,11
2022,SE,FT,Data Analyst,99450,USD,99450,US,100,US,M,3,11
2023,SE,FT,Data Scientist,257000,USD,257000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,160000,USD,160000,US,0,US,L,3,11
2022,MI,FT,Data Analyst,109000,USD,109000,US,0,US,M,2,11
2023,SE,FT,Data Scientist,155000,USD,155000,US,0,US,M,3,11
2022,SE,FT,Data Scientist,230000,USD,230000,US,100,US,M,3,11
2023,EX,FT,Head of Data Science,131899,GBP,160288,GB,0,GB,M,1,8
2023,SE,FT,Data Engineer,90700,USD,90700,US,0,US,M,3,11
2022,MI,FT,Data Analyst,150000,USD,150000,US,100,US,M,2,11
2023,SE,FT,Data Analyst,38000,EUR,40777,ES,0,ES,M,3,12
2023,SE,FT,Data Scientist,165000,USD,165000,US,0,US,M,3,11
2021,MI,FT,Data Architect,180000,USD,180000,US,100,US,L,2,11
2021,SE,FT,Data Scientist,4000000,INR,54094,IN,100,IN,L,3,47
2023,MI,FT,Data Engineer,175000,USD,175000,US,0,US,M,2,11
2023,MI,FT,MLOps Engineer,134000,USD,134000,US,100,US,M,2,11
2023,MI,FT,Data Scientist,180000,USD,180000,US,100,US,M,2,11
2022,SE,FT,Data Scientist,140000,USD,140000,US,0,US,M,3,11
2022,SE,FT,Data Scientist,205300,USD,205300,US,0,US,L,3,11
2023,MI,FT,Data Analyst,75000,USD,75000,US,0,US,M,2,11
2023,EN,FT,Applied Scientist,130760,USD,130760,US,0,US,L,0,11
2022,MI,FT,Data Engineer,105000,USD,105000,US,0,US,M,2,11
2022,MI,FT,ML Engineer,98200,USD,98200,US,100,US,L,2,11
2023,MI,FT,Machine Learning Engineer,280700,USD,280700,US,100,US,M,2,11
2023,SE,FT,Data Scientist,195000,USD,195000,US,0,US,M,3,11
2022,SE,FT,Data Science Consultant,128000,USD,128000,US,0,US,M,3,11
2023,MI,FT,Research Engineer,230000,USD,230000,US,0,US,M,2,11
2022,SE,FT,Data Operations Analyst,92250,USD,92250,US,0,US,M,3,11
2022,MI,FT,Data Engineer,55000,GBP,67723,GB,100,GB,M,2,8
2022,SE,FT,Data Scientist,140000,USD,140000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,230000,USD,230000,US,0,US,M,3,11
2023,SE,FT,Machine Learning Engineer,120000,USD,120000,US,100,US,M,3,11
2022,MI,FT,Data Scientist Lead,85000,EUR,89306,AT,50,AT,L,2,13
2021,SE,FT,Data Scientist,65720,EUR,77684,FR,50,FR,M,3,10
2022,SE,FT,Analytics Engineer,130000,USD,130000,US,100,US,M,3,11
2023,SE,FT,Data Engineer,220000,USD,220000,US,0,US,M,3,11
2022,MI,FT,Data Scientist,115000,CHF,120402,CH,0,CH,L,2,4
2021,MI,FT,Data Science Lead,150000,USD,150000,US,100,US,M,2,11
2023,MI,FT,Machine Learning Engineer,100000,GBP,121523,GB,0,GB,M,2,8
2021,SE,FT,Data Engineer,153000,USD,153000,US,100,US,L,3,11
2022,SE,FT,Data Scientist,130000,USD,130000,US,100,US,M,3,11
2023,MI,FT,Data Analyst,65000,USD,65000,US,100,US,M,2,11
2022,SE,FT,Analytics Engineer,170000,USD,170000,US,100,US,M,3,11
2022,SE,FT,Data Analyst,115000,USD,115000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,170000,USD,170000,US,0,US,M,3,11
2023,EN,FT,Data Engineer,92700,USD,92700,US,100,US,M,0,11
2023,SE,FT,Machine Learning Engineer,304000,USD,304000,US,100,US,M,3,11
2022,SE,FT,Data Scientist,170000,USD,170000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,145000,USD,145000,US,100,US,M,3,11
2022,SE,FT,Data Engineer,185800,USD,185800,CA,100,CA,M,3,6
2023,SE,FT,Data Scientist,110000,USD,110000,US,100,US,M,3,11
2022,SE,FT,Data Engineer,247500,USD,247500,US,0,US,M,3,11
2022,EN,PT,BI Analyst,12000,USD,12000,MX,100,US,L,0,32
2023,MI,FT,Data Science Manager,104500,USD,104500,US,0,US,M,2,11
2022,SE,FT,Data Scientist,80000,GBP,98506,GB,0,GB,M,3,8
2022,SE,FT,Data Architect,195400,USD,195400,US,100,US,L,3,11
2023,EN,FT,Data Engineer,90000,USD,90000,US,0,US,M,0,11
2022,SE,FT,Data Scientist,123400,USD,123400,US,0,US,M,3,11
2022,MI,FT,Data Analytics Engineer,135000,USD,135000,US,100,US,L,2,11
2023,SE,FT,Data Analyst,165000,USD,165000,US,100,US,M,3,11
2023,SE,FT,Data Analyst,148500,USD,148500,US,0,US,M,3,11
2023,SE,FT,Data Engineer,252000,USD,252000,US,0,US,M,3,11
2023,SE,FT,Data Analyst,106020,USD,106020,US,0,US,M,3,11
2020,EN,FT,Data Scientist,105000,USD,105000,US,100,US,S,0,11
2022,MI,FT,Data Engineer,65000,USD,65000,US,0,US,M,2,11
2022,MI,FT,Data Scientist,52000,EUR,54634,NL,100,NL,S,2,3
2022,SE,FT,Data Engineer,200000,USD,200000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,136000,USD,136000,US,100,US,M,3,11
2023,MI,FT,Data Analyst,90000,GBP,109371,HR,0,HR,M,2,20
2022,SE,FT,Data Engineer,205000,USD,205000,US,100,US,M,3,11
2022,MI,FT,Data Analyst,100000,USD,100000,US,0,US,M,2,11
2023,SE,FT,Data Analyst,95000,USD,95000,US,0,US,M,3,11
2023,SE,FT,Data Analyst,80000,USD,80000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,247300,USD,247300,US,0,US,M,3,11
2022,SE,FT,Machine Learning Engineer,200000,USD,200000,US,100,US,L,3,11
2023,SE,FT,Machine Learning Engineer,220000,USD,220000,US,0,US,M,3,11
2023,MI,FT,Machine Learning Engineer,38000,GBP,46178,GB,100,GB,M,2,8
2023,SE,FT,Machine Learning Engineer,247500,USD,247500,US,0,US,M,3,11
2023,SE,FT,Data Scientist,183500,USD,183500,US,100,US,M,3,11
2023,EX,FT,Head of Data,269600,USD,269600,US,0,US,M,1,11
2020,MI,FT,Data Scientist,55000,EUR,62726,FR,50,LU,S,2,10
2021,SE,FT,Machine Learning Infrastructure Engineer,195000,USD,195000,US,100,US,M,3,11
2023,MI,FT,Research Scientist,185000,USD,185000,US,100,US,M,2,11
2022,SE,FT,Data Scientist,198440,USD,198440,US,100,US,M,3,11
2021,MI,FT,Data Engineer,24000,EUR,28369,MT,50,MT,L,2,48
2022,SE,FT,Data Engineer,63000,USD,63000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,130000,USD,130000,US,0,US,M,3,11
2023,SE,FT,Analytics Engineer,173000,USD,173000,US,100,US,M,3,11
2023,SE,FT,Data Analyst,208450,USD,208450,US,100,US,M,3,11
2022,EX,FT,Data Engineer,116100,USD,116100,US,100,US,M,1,11
2023,SE,FT,Applied Scientist,230000,USD,230000,US,100,US,M,3,11
2022,SE,FT,Data Scientist,205300,USD,205300,US,0,US,M,3,11
2022,SE,FT,Data Analyst,169000,USD,169000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,185900,USD,185900,US,0,US,M,3,11
2023,SE,FT,Data Engineer,260000,USD,260000,US,0,US,M,3,11
2023,SE,FT,Data Scientist,218500,USD,218500,US,100,US,M,3,11
2022,SE,FT,Data Analyst,99000,USD,99000,US,0,US,M,3,11
2023,SE,FT,Business Intelligence Engineer,156400,USD,156400,US,0,US,M,3,11
2023,MI,FT,Data Analyst,150000,USD,150000,US,0,US,M,2,11
2021,SE,FT,Data Specialist,165000,USD,165000,US,100,US,L,3,11
2020,MI,FT,Data Scientist,60000,GBP,76958,GB,100,GB,S,2,8
2023,SE,FT,Data Analyst,102500,USD,102500,US,100,US,M,3,11
2022,SE,FT,Data Engineer,115000,USD,115000,US,100,US,M,3,11
2022,SE,FT,Data Engineer,200000,USD,200000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,120000,USD,120000,US,0,US,M,3,11
2022,MI,FT,Machine Learning Scientist,112300,USD,112300,US,100,US,L,2,11
2023,SE,FT,Data Engineer,138750,USD,138750,US,100,US,M,3,11
2023,SE,FT,Machine Learning Engineer,153400,USD,153400,US,0,US,M,3,11
2022,MI,FT,Data Analyst,136000,USD,136000,US,100,US,M,2,11
2023,SE,FT,Data Engineer,66000,USD,66000,US,100,US,M,3,11
2023,MI,FT,Data Analyst,60000,GBP,72914,HR,0,HR,M,2,20
2022,MI,FT,Data Analyst,450000,INR,5723,IN,100,IN,S,2,47
2023,EN,FT,Data Analyst,55000,USD,55000,US,0,US,M,0,11
2022,EX,FT,Data Engineer,260000,USD,260000,US,100,US,M,1,11
2023,SE,FT,Data Scientist,239748,USD,239748,US,0,US,M,3,11
2023,SE,FT,Data Engineer,220000,USD,220000,US,100,US,M,3,11
2022,EN,FT,Computer Vision Software Engineer,150000,USD,150000,AU,100,AU,S,0,5
2022,SE,FT,Data Science Manager,299500,USD,299500,US,0,US,M,3,11
2022,SE,FT,Data Engineer,116250,USD,116250,US,100,US,M,3,11
2023,MI,FT,Machine Learning Engineer,135000,USD,135000,US,50,US,L,2,11
2023,MI,FT,ETL Engineer,70000,GBP,85066,GB,100,GB,M,2,8
2023,SE,FT,Data Engineer,137500,USD,137500,US,100,US,M,3,11
2022,SE,FT,Data Analyst,130000,USD,130000,CA,100,CA,M,3,6
2022,MI,FT,Data Analyst,150000,USD,150000,US,0,US,M,2,11
2023,SE,FT,Data Scientist,258000,USD,258000,CA,0,CA,M,3,6
2021,MI,FL,Autonomous Vehicle Technician,45555,USD,45555,AS,50,BS,M,2,48
2023,SE,FT,Machine Learning Engineer,163800,USD,163800,US,0,US,M,3,11
2023,SE,FT,Data Scientist,185900,USD,185900,US,0,US,M,3,11
2022,MI,FT,Analytics Engineer,122500,USD,122500,US,100,US,M,2,11
2022,EN,FT,BI Data Analyst,633000,INR,8050,IN,100,IN,M,0,47
2023,SE,FT,Data Manager,120000,USD,120000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,65000,EUR,68293,ES,0,ES,M,3,12
2023,SE,FT,Computer Vision Engineer,342810,USD,342810,US,0,US,M,3,11
2022,SE,FT,Data Scientist,150000,USD,150000,US,0,US,M,3,11
2022,SE,FT,Data Science Manager,245100,USD,245100,US,0,US,M,3,11
2023,SE,FT,Data Scientist,190000,USD,190000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,140000,USD,140000,US,100,US,M,3,11
2023,SE,FT,Data Analyst,106000,USD,106000,US,0,US,M,3,11
2023,SE,FT,Machine Learning Engineer,142200,USD,142200,US,0,US,M,3,11
2022,MI,FT,Data Engineer,118000,USD,118000,US,100,US,M,2,11
2023,SE,FT,Research Engineer,102544,USD,102544,US,0,US,M,3,11
2023,EX,FT,Director of Data Science,353200,USD,353200,US,0,US,M,1,11
2022,SE,FT,Data Engineer,185900,USD,185900,US,0,US,M,3,11
2023,SE,FT,Data Engineer,94000,USD,94000,US,0,US,M,3,11
2022,SE,FT,Data Architect,192564,USD,192564,US,100,US,M,3,11
2022,SE,FT,Machine Learning Engineer,167100,USD,167100,US,0,US,M,3,11
2022,MI,FT,Data Analyst,160000,USD,160000,US,0,US,M,2,11
2022,SE,FT,Data Engineer,84958,GBP,104611,GB,100,GB,M,3,8
2022,SE,FT,Data Scientist,225000,USD,225000,US,0,US,M,3,11
2022,SE,FT,Data Scientist,207000,USD,207000,US,100,US,M,3,11
2022,EN,FT,Financial Data Analyst,100000,USD,100000,US,50,US,L,0,11
2023,SE,FT,Data Infrastructure Engineer,143000,USD,143000,US,100,US,M,3,11
2023,SE,FT,Data Engineer,126000,USD,126000,US,0,US,M,3,11
2023,SE,FT,Machine Learning Engineer,176100,USD,176100,US,0,US,L,3,11
2023,SE,FT,Data Scientist,155000,USD,155000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,115000,USD,115000,US,0,US,M,3,11
2023,MI,FT,Data Scientist,115360,USD,115360,US,100,US,M,2,11
2023,SE,FT,Machine Learning Scientist,220000,USD,220000,US,0,US,M,3,11
2022,MI,FT,Data Engineer,175000,USD,175000,US,100,US,M,2,11
2021,EN,FT,Data Analyst,60000,USD,60000,US,100,US,S,0,11
2022,MI,FT,Data Scientist,120000,USD,120000,US,100,US,M,2,11
2023,MI,FT,Data Analyst,121500,USD,121500,US,0,US,M,2,11
2022,SE,FT,Data Analyst,95000,USD,95000,US,0,US,M,3,11
2023,MI,FT,Data Engineer,140000,USD,140000,US,100,US,M,2,11
2023,SE,FT,Data Engineer,147000,USD,147000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,241871,USD,241871,US,0,US,M,3,11
2020,EN,FT,Data Engineer,4450000,JPY,41689,JP,100,JP,S,0,41
2022,SE,FT,Data Scientist,186000,USD,186000,US,0,US,M,3,11
2022,SE,FT,Data Analyst,129000,USD,129000,US,0,US,M,3,11
2022,MI,FT,Analytics Engineer,60000,GBP,73880,GB,0,GB,M,2,8
2022,SE,FT,Machine Learning Engineer,210000,USD,210000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,152000,USD,152000,US,0,US,M,3,11
2023,EN,FT,Data Analyst,55000,CAD,40663,CA,0,CA,L,0,6
2022,EN,FT,Data Scientist,49500,EUR,52008,BE,50,BE,S,0,15
2022,SE,FT,Data Scientist,100000,USD,100000,BR,100,US,M,3,28
2022,MI,FT,Data Analyst,100000,USD,100000,US,0,US,M,2,11
2023,SE,FT,Data Analyst,385000,USD,385000,US,0,US,M,3,11
2022,SE,FT,Data Analyst,112900,USD,112900,US,100,US,M,3,11
2023,SE,FT,Data Science Engineer,100000,USD,100000,US,0,US,M,3,11
2023,SE,FT,Analytics Engineer,120000,USD,120000,US,100,US,M,3,11
2023,SE,FT,Machine Learning Engineer,100000,USD,100000,US,0,US,M,3,11
2022,MI,FT,Data Analyst,79000,USD,79000,US,0,US,M,2,11
2023,SE,FT,Data Engineer,163800,USD,163800,US,0,US,M,3,11
2022,EX,FT,Data Manager,164000,CAD,125976,CA,50,CA,L,1,6
2023,SE,FT,Data Engineer,133300,USD,133300,US,0,US,M,3,11
2023,SE,FT,Data Scientist,70000,USD,70000,US,0,US,M,3,11
2021,EN,FT,Machine Learning Engineer,85000,USD,85000,NL,100,DE,S,0,3
2023,SE,FT,Data Engineer,160000,USD,160000,US,0,US,M,3,11
2022,SE,FT,Data Analyst,131000,USD,131000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,129400,USD,129400,US,100,US,M,3,11
2023,SE,FT,Data Analyst,100000,USD,100000,US,100,US,M,3,11
2022,SE,FT,Analytics Engineer,170000,USD,170000,US,100,US,M,3,11
2022,MI,FT,Data Analyst,150000,USD,150000,US,0,US,M,2,11
2022,SE,FT,Data Scientist,156600,USD,156600,US,100,US,M,3,11
2023,SE,FT,Data Analyst,169000,USD,169000,US,0,US,M,3,11
2023,SE,FT,Analytics Engineer,143860,USD,143860,US,0,US,M,3,11
2022,SE,FT,Data Analyst,169000,USD,169000,US,0,US,M,3,11
2022,SE,FT,Data Scientist,144000,USD,144000,US,0,US,M,3,11
2020,MI,FT,Data Engineer,106000,USD,106000,US,100,US,L,2,11
2022,SE,FT,Data Engineer,170000,USD,170000,US,0,US,M,3,11
2022,SE,FT,Data Analyst,100000,USD,100000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,65000,USD,65000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,113750,USD,113750,IE,0,IE,M,3,9
2023,SE,FT,Data Scientist,183500,USD,183500,US,100,US,M,3,11
2022,SE,FT,Data Engineer,80000,USD,80000,US,0,US,L,3,11
2022,SE,FT,Data Scientist,185000,USD,185000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,45000,EUR,48289,ES,0,ES,M,3,12
2022,SE,FT,Data Scientist,168000,USD,168000,US,100,US,M,3,11
2022,SE,FT,Data Engineer,185900,USD,185900,US,0,US,M,3,11
2023,EX,FT,Data Scientist,100000,USD,100000,US,0,US,M,1,11
2023,SE,FT,Analytics Engineer,207000,USD,207000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,130000,USD,130000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,180560,USD,180560,US,0,US,M,3,11
2022,SE,FT,Data Scientist,125000,USD,125000,US,0,US,M,3,11
2022,SE,FT,ML Engineer,84000,USD,84000,US,100,US,M,3,11
2023,SE,FT,Data Analyst,75000,USD,75000,US,100,US,M,3,11
2022,MI,FT,Analytics Engineer,85000,GBP,104663,GB,0,GB,M,2,8
2022,SE,FT,Data Engineer,150000,USD,150000,US,100,US,M,3,11
2021,EN,FT,3D Computer Vision Researcher,20000,USD,20000,AS,0,AS,M,0,48
2023,SE,FT,Data Scientist,154000,USD,154000,US,0,US,M,3,11
2022,SE,FT,Data Scientist,95000,USD,95000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,175000,USD,175000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,250000,USD,250000,US,100,US,M,3,11
2022,SE,FT,Data Scientist,165000,USD,165000,US,100,US,M,3,11
2020,EX,FT,Data Engineer,70000,EUR,79833,ES,50,ES,L,1,12
2023,SE,FT,Machine Learning Engineer,323300,USD,323300,US,0,US,M,3,11
2022,SE,FT,Data Analyst,112900,USD,112900,US,100,US,M,3,11
2022,SE,FT,Data Engineer,135000,USD,135000,PR,100,PR,M,3,33
2023,SE,FT,Data Analyst,187000,USD,187000,US,0,US,M,3,11
2022,MI,FT,Data Analyst,160000,USD,160000,US,0,US,M,2,11
2022,SE,FT,Data Scientist,122600,USD,122600,US,0,US,M,3,11
2023,SE,FT,Data Analyst,48000,EUR,51508,ES,0,ES,M,3,12
2023,SE,FT,Data Engineer,221484,USD,221484,US,0,US,M,3,11
2022,SE,FT,Data Science Manager,137141,USD,137141,US,100,US,M,3,11
2020,EX,FT,Staff Data Analyst,15000,USD,15000,NG,0,CA,M,1,36
2023,SE,FT,Machine Learning Engineer,135000,USD,135000,US,0,US,M,3,11
2023,SE,FT,Deep Learning Researcher,115000,EUR,123405,DE,0,DE,L,3,7
2023,SE,FT,Machine Learning Engineer,200000,USD,200000,US,100,US,M,3,11
2023,SE,FT,Data Architect,115000,USD,115000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,138784,USD,138784,US,100,US,M,3,11
2022,SE,FT,Data Scientist,141525,USD,141525,US,100,US,M,3,11
2022,SE,FT,Data Analyst,127000,USD,127000,US,100,US,M,3,11
2023,SE,FT,Data Engineer,240500,USD,240500,US,0,US,L,3,11
2022,MI,FT,Data Scientist,47000,GBP,57872,GB,50,GB,M,2,8
2022,SE,FT,Data Analyst,50000,GBP,61566,GB,0,GB,M,3,8
2022,SE,FT,Product Data Scientist,8000,USD,8000,IN,100,SG,L,3,47
2023,SE,FT,Machine Learning Engineer,128280,USD,128280,US,0,US,M,3,11
2022,SE,FT,Data Engineer,185900,USD,185900,US,0,US,M,3,11
2023,SE,FT,Data Analyst,160000,USD,160000,US,100,US,M,3,11
2023,SE,FT,Data Analyst,138900,USD,138900,US,0,US,M,3,11
2022,SE,FT,Data Scientist,165220,USD,165220,US,100,US,M,3,11
2022,MI,FT,Machine Learning Researcher,100000,USD,100000,US,100,US,M,2,11
2023,SE,FT,Data Scientist,225000,USD,225000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,153000,USD,153000,CA,100,CA,M,3,6
2023,SE,FT,Data Scientist,297300,USD,297300,US,100,US,M,3,11
2023,SE,FT,Data Scientist,200000,USD,200000,US,100,US,M,3,11
2023,SE,FT,Data Engineer,160000,USD,160000,US,100,US,M,3,11
2022,SE,FT,ETL Developer,63000,USD,63000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,90700,USD,90700,US,0,US,M,3,11
2023,SE,FT,Data Engineer,178500,USD,178500,US,100,US,M,3,11
2023,EN,FT,Data Engineer,65000,USD,65000,US,0,US,M,0,11
2022,MI,FT,Data Scientist,55000,GBP,67723,GB,0,GB,M,2,8
2023,SE,FT,Analytics Engineer,87000,USD,87000,US,0,US,M,3,11
2023,MI,FT,Machine Learning Engineer,175000,USD,175000,US,0,US,M,2,11
2022,SE,FT,Data Engineer,100000,USD,100000,US,0,US,M,3,11
2022,SE,FT,Data Science Consultant,139000,USD,139000,US,0,US,M,3,11
2023,SE,FT,Research Scientist,110000,USD,110000,US,100,US,M,3,11
2023,SE,FT,Data Engineer,226700,USD,226700,US,0,US,M,3,11
2022,SE,FT,Data Engineer,150000,USD,150000,US,100,US,M,3,11
2023,SE,FT,Data Analyst,128000,USD,128000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,25000,USD,25000,US,100,US,M,3,11
2023,SE,FT,Data Engineer,107250,USD,107250,US,100,US,M,3,11
2022,SE,FT,Machine Learning Engineer,131300,USD,131300,US,100,US,L,3,11
2023,EN,FT,Data Scientist,110000,USD,110000,US,50,US,S,0,11
2023,SE,FT,ML Engineer,203500,USD,203500,US,100,US,M,3,11
2022,SE,FT,Data Scientist,150000,USD,150000,US,0,US,M,3,11
2021,MI,FT,Data Scientist,76760,EUR,90734,DE,50,DE,L,2,7
2022,SE,FT,Data Engineer,170000,USD,170000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,129000,USD,129000,US,0,US,M,3,11
2022,SE,FT,Analytics Engineer,122500,USD,122500,US,100,US,M,3,11
2023,SE,FT,Data Architect,113900,USD,113900,US,100,US,M,3,11
2023,MI,FT,Data Engineer,70000,USD,70000,US,0,US,M,2,11
2022,MI,FT,Data Scientist,78000,USD,78000,US,100,US,M,2,11
2023,SE,FT,Machine Learning Engineer,204500,USD,204500,US,0,US,M,3,11
2023,SE,FT,Data Scientist,45000,EUR,48289,ES,0,ES,M,3,12
2023,EX,FT,Data Scientist,258750,USD,258750,US,0,US,M,1,11
2023,SE,FT,Data Architect,280100,USD,280100,US,100,US,M,3,11
2023,MI,FT,Data Architect,167500,USD,167500,US,0,US,M,2,11
2022,MI,FT,Data Engineer,70000,EUR,73546,GR,100,GR,M,2,24
2022,SE,FT,Machine Learning Engineer,255000,USD,255000,MX,100,MX,M,3,32
2022,SE,FT,Data Engineer,115000,USD,115000,US,0,US,M,3,11
2022,MI,FT,Data Scientist,110000,EUR,115573,NL,0,NL,M,2,3
2021,MI,FT,Data Engineer,60000,GBP,82528,GB,100,GB,L,2,8
2022,MI,FT,Data Scientist,90000,GBP,110820,GB,0,GB,M,2,8
2023,SE,FT,Data Analyst,106020,USD,106020,US,0,US,M,3,11
2022,MI,FT,Data Analyst,40000,EUR,42026,ES,100,ES,M,2,12
2022,EN,FT,Data Analyst,500000,INR,6359,FR,100,IN,L,0,10
2022,MI,FT,Data Scientist,2500000,INR,31795,IN,100,US,M,2,47
2023,MI,FT,Data Engineer,120000,USD,120000,US,0,US,M,2,11
2022,SE,FT,Data Scientist,127000,USD,127000,US,100,US,M,3,11
2022,SE,FT,Data Scientist,45000,EUR,47280,ES,0,ES,M,3,12
2023,SE,FT,Analytics Engineer,214200,USD,214200,US,0,US,M,3,11
2023,SE,FT,Data Scientist,210000,USD,210000,US,0,US,M,3,11
2022,MI,FT,Data Science Manager,241000,USD,241000,US,100,US,M,2,11
2023,SE,FT,Data Engineer,109000,USD,109000,US,0,US,M,3,11
2023,SE,FT,Data Analyst,230000,USD,230000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,40000,EUR,42026,PT,0,PT,M,3,40
2022,SE,FT,AI Scientist,125000,USD,125000,CO,100,CO,L,3,31
2023,EX,FT,Data Engineer,194500,USD,194500,US,0,US,M,1,11
2022,SE,FT,Data Analyst,110925,USD,110925,US,100,US,M,3,11
2023,SE,FT,Data Engineer,270703,USD,270703,US,0,US,M,3,11
2022,MI,FT,Applied Machine Learning Scientist,173000,USD,173000,US,50,US,M,2,11
2023,MI,FT,Machine Learning Engineer,150000,USD,150000,US,100,US,M,2,11
2022,SE,FT,Data Scientist,138600,USD,138600,US,100,US,M,3,11
2023,SE,FT,Data Scientist,175000,USD,175000,US,100,US,M,3,11
2022,SE,FT,Data Scientist,45000,EUR,47280,ES,0,ES,M,3,12
2023,MI,FT,Research Engineer,120000,USD,120000,US,100,US,M,2,11
2023,SE,FT,Data Strategist,72000,USD,72000,CA,0,CA,M,3,6
2023,SE,FT,Data Analyst,153600,USD,153600,US,0,US,M,3,11
2023,EX,FT,Data Engineer,220000,USD,220000,US,0,US,M,1,11
2023,SE,FT,Machine Learning Engineer,220000,USD,220000,US,0,US,M,3,11
2023,SE,FT,Research Engineer,80000,EUR,85847,DE,100,DE,S,3,7
2022,MI,FL,Applied Machine Learning Scientist,2400000,INR,30523,IN,100,IN,S,2,47
2023,SE,FT,Data Scientist,110500,USD,110500,US,100,US,M,3,11
2022,SE,FT,Data Science Consultant,145000,USD,145000,US,0,US,M,3,11
2023,MI,FT,Research Scientist,84570,GBP,102772,GB,0,GB,M,2,8
2023,SE,FT,Machine Learning Engineer,109400,USD,109400,US,0,US,M,3,11
2023,SE,FT,Data Engineer,175308,USD,175308,US,0,US,M,3,11
2023,SE,FT,Data Scientist,170000,USD,170000,US,0,US,M,3,11
2023,MI,FT,Applied Data Scientist,1700000,INR,20670,IN,100,IN,L,2,47
2023,SE,FT,Data Engineer,129000,USD,129000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,198800,USD,198800,US,0,US,M,3,11
2022,EN,FT,Data Analyst,46000,USD,46000,US,100,US,L,0,11
2023,SE,FT,Data Scientist,228000,USD,228000,US,0,US,M,3,11
2022,SE,FT,Data Analyst,95000,USD,95000,US,0,US,M,3,11
2022,SE,FT,Data Scientist,141525,USD,141525,US,100,US,M,3,11
2022,SE,FT,Data Scientist,236900,USD,236900,US,100,US,L,3,11
2022,MI,FT,Data Engineer,75000,GBP,92350,GB,100,GB,M,2,8
2023,SE,FT,Data Engineer,129300,USD,129300,US,0,US,M,3,11
2023,SE,FT,Data Scientist,135000,USD,135000,US,0,US,M,3,11
2023,SE,FT,Machine Learning Engineer,150000,USD,150000,US,0,US,M,3,11
2023,SE,FT,Data Analyst,85500,USD,85500,US,0,US,M,3,11
2022,SE,FT,Data Engineer,206699,USD,206699,US,0,US,M,3,11
2023,SE,FT,Data Engineer,163800,USD,163800,US,0,US,M,3,11
2022,SE,FT,Data Architect,213120,USD,213120,US,100,US,M,3,11
2023,SE,FT,Machine Learning Software Engineer,170000,USD,170000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,63000,USD,63000,US,0,US,M,3,11
2023,SE,FT,Data Analyst,125600,USD,125600,US,100,US,M,3,11
2022,EN,PT,Data Scientist,110000,USD,110000,DO,100,FR,M,0,48
2022,EN,FT,Data Scientist,80000,EUR,84053,BE,100,BE,L,0,15
2023,EN,FT,Data Scientist,1060000,INR,12888,IN,50,IN,S,0,47
2023,SE,FT,Data Analyst,48000,EUR,51508,ES,0,ES,M,3,12
2022,EN,FT,Machine Learning Developer,40000,USD,40000,PK,100,AU,M,0,48
2022,SE,FT,Analytics Engineer,193750,USD,193750,US,100,US,M,3,11
2023,EN,FT,Data Engineer,115100,USD,115100,US,0,US,M,0,11
2023,SE,FT,Data Scientist,190000,USD,190000,US,0,US,M,3,11
2023,MI,FT,Data Analyst,79000,USD,79000,US,0,US,M,2,11
2022,SE,FT,Data Analyst,99000,USD,99000,US,0,US,M,3,11
2021,EN,FT,Machine Learning Developer,15000,USD,15000,TH,100,TH,L,0,44
2023,SE,FT,Data Engineer,135000,USD,135000,US,100,US,M,3,11
2023,SE,FT,Data Strategist,90000,USD,90000,CA,0,CA,M,3,6
2023,SE,FT,Machine Learning Engineer,180000,USD,180000,US,100,US,M,3,11
2023,EX,FT,Data Engineer,116704,USD,116704,US,100,US,M,1,11
2022,SE,FT,Data Scientist,190000,USD,190000,US,0,US,M,3,11
2022,SE,FT,Data Analyst,105000,USD,105000,US,100,US,M,3,11
2022,EN,FT,Data Engineer,129000,USD,129000,US,100,US,L,0,11
2022,MI,FT,Business Data Analyst,150000,USD,150000,US,100,US,L,2,11
2022,SE,FT,Data Engineer,250000,USD,250000,US,0,US,M,3,11
2022,SE,FT,Data Science Manager,243225,USD,243225,US,100,US,M,3,11
2022,MI,FT,Data Engineer,75000,USD,75000,US,100,US,M,2,11
2022,SE,FT,Lead Data Scientist,28500,EUR,29944,PT,50,PT,S,3,40
2022,SE,FT,Data Scientist,120000,USD,120000,US,100,US,M,3,11
2023,SE,FT,Machine Learning Engineer,181000,USD,181000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,35000,EUR,36773,ES,0,ES,M,3,12
2022,SE,FT,Data Scientist,152000,USD,152000,US,0,US,M,3,11
2023,SE,FT,Data Scientist,129300,USD,129300,US,0,US,M,3,11
2023,MI,FT,Data Analyst,100000,USD,100000,US,0,US,M,2,11
2023,SE,FT,Data Engineer,120000,USD,120000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,70500,USD,70500,US,0,US,M,3,11
2021,SE,FT,Data Scientist,130000,CAD,103691,CA,100,CA,L,3,6
2023,SE,FT,Data Engineer,145000,USD,145000,US,0,US,M,3,11
2023,SE,FT,Data Analyst,153600,USD,153600,US,0,US,M,3,11
2022,SE,FT,Data Scientist,136000,USD,136000,US,100,US,M,3,11
2022,SE,FT,Data Engineer,160000,USD,160000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,145000,USD,145000,US,0,US,M,3,11
2022,MI,FT,Data Scientist,127500,USD,127500,US,100,US,M,2,11
2023,MI,FT,Data Scientist,510000,HKD,65062,HK,0,HK,L,2,48
2023,SE,FT,Machine Learning Engineer,139500,USD,139500,US,0,US,M,3,11
2023,SE,FT,Applied Scientist,136000,USD,136000,US,0,US,L,3,11
2020,EN,FT,Data Scientist,43200,EUR,49268,DE,0,DE,S,0,7
2022,SE,FT,Machine Learning Engineer,204500,USD,204500,US,0,US,M,3,11
2022,SE,FT,Data Scientist,129300,USD,129300,US,0,US,M,3,11
2022,SE,FT,Data Engineer,215000,USD,215000,US,100,US,M,3,11
2022,EN,FT,AI Programmer,40000,USD,40000,PK,100,AU,M,0,48
2023,SE,FT,Data Scientist,134000,USD,134000,US,0,US,M,3,11
2022,SE,FT,BI Developer,120000,USD,120000,US,100,US,M,3,11
2023,EX,FT,Data Engineer,235000,USD,235000,US,0,US,M,1,11
2023,SE,FT,Data Analyst,110000,USD,110000,US,100,US,S,3,11
2023,MI,FT,Research Scientist,185000,USD,185000,US,0,US,M,2,11
2022,SE,FT,Data Analyst,90320,USD,90320,US,0,US,M,3,11
2022,EN,FT,Data Scientist,82000,USD,82000,US,0,US,L,0,11
2023,SE,FT,Data Analyst,130000,USD,130000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,105200,USD,105200,US,0,US,M,3,11
2023,SE,FT,Machine Learning Engineer,122700,USD,122700,US,0,US,M,3,11
2023,MI,FT,Data Engineer,120000,USD,120000,US,100,US,M,2,11
2022,SE,FT,Data Engineer,132320,USD,132320,US,0,US,M,3,11
2022,SE,FT,Data Scientist,130000,USD,130000,US,100,US,M,3,11
2023,MI,FT,Data Engineer,55000,EUR,59020,ES,100,ES,M,2,12
2020,MI,FT,Data Engineer,130800,USD,130800,ES,100,US,M,2,12
2022,MI,FT,Data Engineer,70000,GBP,86193,GB,100,GB,M,2,8
2021,SE,FT,Machine Learning Scientist,225000,USD,225000,US,100,CA,L,3,11
2023,MI,FT,Deep Learning Engineer,150000,USD,150000,US,100,US,M,2,11
2023,SE,FT,Data Engineer,130000,USD,130000,US,0,US,M,3,11
2022,SE,FT,ETL Developer,250000,USD,250000,US,100,US,M,3,11
2022,EN,FT,Data Engineer,85000,USD,85000,US,0,US,M,0,11
2023,SE,FT,Data Analyst,70000,USD,70000,US,0,US,M,3,11
2023,EN,FT,BI Developer,160000,USD,160000,US,0,US,M,0,11
2022,SE,FT,Data Architect,63000,USD,63000,US,0,US,M,3,11
2023,SE,FT,Machine Learning Engineer,184700,USD,184700,US,0,US,M,3,11
2022,MI,FT,Data Engineer,90000,GBP,110820,GB,0,GB,M,2,8
2022,MI,FT,Data Analyst,80000,USD,80000,US,100,US,L,2,11
2021,SE,FT,Research Scientist,50000,USD,50000,FR,100,US,S,3,10
2022,SE,FT,Data Engineer,190000,USD,190000,US,100,US,M,3,11
2022,SE,FT,Research Scientist,85000,EUR,89306,FR,50,FR,L,3,10
2022,MI,FT,Research Scientist,80000,EUR,84053,DE,0,DE,S,2,7
2023,MI,FT,Data Engineer,115092,USD,115092,US,0,US,M,2,11
2023,EX,FT,Data Architect,180000,USD,180000,US,0,US,M,1,11
2023,EX,FT,Data Engineer,115000,USD,115000,US,0,US,M,1,11
2022,EN,FT,Data Manager,45600,USD,45600,US,100,US,M,0,11
2023,SE,FT,Machine Learning Engineer,142200,USD,142200,US,0,US,M,3,11
2022,SE,FT,Data Analyst,170000,USD,170000,US,100,US,M,3,11
2022,SE,FT,ML Engineer,160000,USD,160000,US,0,US,M,3,11
2023,EN,FT,Data Analyst,150000,USD,150000,US,0,US,M,0,11
2022,MI,FT,Data Analyst,40000,GBP,49253,GB,100,GB,M,2,8
2021,EN,FT,Data Analyst,80000,USD,80000,US,100,US,M,0,11
2023,MI,FT,Data Engineer,70000,GBP,85066,GB,100,GB,M,2,8
2022,SE,FT,Data Engineer,120000,USD,120000,US,0,US,M,3,11
2022,SE,FT,Data Analyst,130000,USD,130000,US,0,US,M,3,11
2022,MI,FT,Data Specialist,165000,USD,165000,US,0,US,M,2,11
2023,SE,FT,Applied Scientist,136000,USD,136000,US,0,US,L,3,11
2022,EN,FT,Business Data Analyst,50000,USD,50000,IN,100,AS,L,0,47
2023,SE,FT,Data Scientist,176000,USD,176000,CA,0,CA,M,3,6
2022,SE,FT,Analytics Engineer,205300,USD,205300,US,0,US,M,3,11
2022,SE,FT,Data Engineer,220000,USD,220000,US,100,US,M,3,11
2023,MI,FT,Data Analyst,38000,GBP,46178,GB,0,GB,M,2,8
2022,SE,FT,Data Analyst,110000,USD,110000,US,0,US,M,3,11
2023,MI,FT,Data Engineer,154000,USD,154000,US,0,US,M,2,11
2023,MI,FT,Data Engineer,149600,USD,149600,US,0,US,M,2,11
2023,SE,FT,Analytics Engineer,143200,USD,143200,US,0,US,M,3,11
2023,MI,FT,Data Analyst,206000,USD,206000,US,0,US,M,2,11
2022,SE,FT,Data Engineer,131300,USD,131300,US,100,US,L,3,11
2022,MI,FT,Data Engineer,70000,USD,70000,US,0,US,M,2,11
2022,SE,FT,Data Scientist,51000,USD,51000,US,100,US,M,3,11
2023,SE,FT,Data Analyst,65000,USD,65000,US,0,US,M,3,11
2022,SE,FT,Data Specialist,70000,USD,70000,US,0,US,M,3,11
2022,SE,FT,Data Architect,250000,USD,250000,US,0,US,M,3,11
2022,SE,FT,Cloud Database Engineer,160000,USD,160000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,203500,USD,203500,US,0,US,M,3,11
2023,SE,FT,Data Engineer,130000,USD,130000,US,100,US,M,3,11
2022,SE,FT,Data Science Consultant,94500,USD,94500,US,0,US,M,3,11
2023,EN,FT,AI Programmer,70000,USD,70000,IN,0,AU,L,0,47
2022,SE,FT,Data Science Tech Lead,375000,USD,375000,US,50,US,L,3,11
2022,SE,FT,Data Analyst,84900,USD,84900,US,100,US,M,3,11
2023,SE,FT,Machine Learning Engineer,174000,USD,174000,DE,0,DE,M,3,7
2022,SE,FT,Data Scientist,185900,USD,185900,US,0,US,M,3,11
2022,MI,FT,Machine Learning Scientist,160000,USD,160000,US,100,US,L,2,11
2023,SE,FT,Data Engineer,252000,USD,252000,US,0,US,M,3,11
2023,SE,FT,Data Analyst,140000,USD,140000,US,0,US,M,3,11
2022,SE,FT,Analytics Engineer,150000,USD,150000,US,0,US,M,3,11
2023,SE,FT,Data Analyst,48000,EUR,51508,ES,100,ES,M,3,12
2023,MI,FT,Data Analyst,130000,USD,130000,CA,100,CA,M,2,6
2023,SE,FT,Machine Learning Engineer,106900,USD,106900,US,0,US,M,3,11
2022,MI,FT,Data Engineer,161000,USD,161000,US,100,US,M,2,11
2022,MI,FT,Data Scientist,130000,USD,130000,US,100,US,M,2,11
2022,MI,FT,Data Analyst,100000,USD,100000,US,0,US,M,2,11
2022,SE,FT,Data Analyst,116150,USD,116150,US,100,US,M,3,11
2023,SE,FT,Data Architect,110000,USD,110000,US,100,US,M,3,11
2023,EN,FT,Data Engineer,135000,USD,135000,US,0,US,M,0,11
2022,MI,FT,Data Analyst,150000,USD,150000,US,0,US,M,2,11
2023,SE,FT,Analytics Engineer,197000,USD,197000,US,0,US,M,3,11
2022,SE,FT,Data Scientist,45000,EUR,47280,ES,0,ES,M,3,12
2023,EN,FT,BI Developer,100000,USD,100000,US,0,US,M,0,11
2020,SE,FT,Data Scientist,120000,USD,120000,US,50,US,L,3,11
2023,SE,FT,Data Engineer,130000,USD,130000,US,100,US,M,3,11
2023,SE,FT,BI Developer,140000,USD,140000,US,100,US,M,3,11
2023,SE,FT,Data Engineer,129000,USD,129000,US,0,US,M,3,11
2023,EN,FT,Autonomous Vehicle Technician,7000,USD,7000,GH,0,GH,S,0,48
2022,EN,FT,Data Engineer,135000,USD,135000,US,0,US,M,0,11
2021,SE,FT,Data Science Engineer,159500,CAD,127221,CA,50,CA,L,3,6
2022,SE,FT,Analytics Engineer,135000,USD,135000,US,0,US,M,3,11
2023,SE,FT,Machine Learning Engineer,204500,USD,204500,US,0,US,M,3,11
2021,SE,FT,Lead Data Engineer,160000,USD,160000,PR,50,US,S,3,33
2023,SE,FT,Data Analyst,94000,USD,94000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,160000,USD,160000,US,100,US,M,3,11
2022,SE,FT,Data Engineer,135000,USD,135000,US,0,US,M,3,11
2023,MI,FT,Data Science Manager,70000,USD,70000,US,0,US,M,2,11
2022,SE,FT,Applied Data Scientist,177000,USD,177000,US,100,US,L,3,11
2023,SE,FT,Machine Learning Engineer,288000,USD,288000,US,100,US,M,3,11
2022,SE,FT,Data Scientist,129300,USD,129300,US,0,US,M,3,11
2023,SE,FT,Data Scientist,203000,USD,203000,US,100,US,M,3,11
2022,SE,FT,Data Scientist,140000,USD,140000,US,100,US,L,3,11
2022,SE,FT,Research Engineer,149850,USD,149850,US,0,US,M,3,11
2022,SE,FT,Data Engineer,160000,USD,160000,US,100,US,M,3,11
2022,MI,FT,Analytics Engineer,54000,USD,54000,US,0,US,M,2,11
2022,EN,FT,Data Engineer,40000,GBP,49253,GB,100,GB,M,0,8
2023,SE,FT,Machine Learning Infrastructure Engineer,100000,EUR,107309,FR,100,FR,M,3,10
2023,SE,FT,Applied Scientist,205000,USD,205000,US,0,US,M,3,11
2022,MI,FT,Data Scientist,180000,USD,180000,US,0,US,M,2,11
2023,SE,FT,Data Manager,120000,USD,120000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,155000,USD,155000,US,0,US,M,3,11
2023,EN,FT,AI Developer,60000,EUR,64385,DE,0,DE,M,0,7
2022,SE,FT,Machine Learning Engineer,189650,USD,189650,US,0,US,M,3,11
2022,MI,FT,Data Engineer,95000,USD,95000,US,0,US,M,2,11
2021,MI,FT,Data Engineer,250000,TRY,28016,TR,100,TR,M,2,30
2022,SE,FT,Research Engineer,249500,USD,249500,US,0,US,M,3,11
2022,SE,FT,Data Analyst,81666,USD,81666,US,100,US,M,3,11
2022,SE,FT,Data Analyst,95000,USD,95000,US,100,US,M,3,11
2023,SE,FT,Data Analyst,227000,USD,227000,US,0,US,M,3,11
2023,SE,FT,Applied Scientist,222200,USD,222200,US,0,US,L,3,11
2022,SE,FT,Data Scientist,151800,USD,151800,US,0,US,M,3,11
2023,SE,FT,Data Engineer,115000,USD,115000,US,0,US,M,3,11
2021,MI,FT,Data Scientist,130000,USD,130000,US,50,US,L,2,11
2023,SE,FT,Data Analyst,170550,USD,170550,US,100,US,M,3,11
2023,SE,FT,Data Scientist,185000,USD,185000,US,0,US,M,3,11
2023,SE,FT,Data Scientist,120000,USD,120000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,130000,USD,130000,US,0,US,M,3,11
2023,SE,FT,Data Scientist,275300,USD,275300,US,100,US,M,3,11
2023,EX,FT,Director of Data Science,249300,USD,249300,US,0,US,M,1,11
2023,MI,FT,Machine Learning Engineer,100000,GBP,121523,GB,0,GB,M,2,8
2023,MI,FT,Data Engineer,75000,USD,75000,US,0,US,M,2,11
2022,MI,FT,Data Engineer,75000,GBP,92350,GB,100,GB,M,2,8
2022,MI,FT,Data Scientist,110000,USD,110000,US,100,US,L,2,11
2022,SE,FT,Data Analyst,127000,USD,127000,US,0,US,M,3,11
2022,SE,FT,Analytics Engineer,140250,USD,140250,US,100,US,M,3,11
2023,SE,FT,Data Engineer,300000,USD,300000,US,0,US,M,3,11
2023,SE,FL,Machine Learning Researcher,50000,USD,50000,UA,50,UA,S,3,43
2023,SE,FT,Data Scientist,160000,USD,160000,US,0,US,M,3,11
2023,MI,FT,Data Analyst,128000,USD,128000,US,0,US,M,2,11
2022,SE,FT,Data Scientist,141525,USD,141525,US,0,US,M,3,11
2022,SE,FT,Data Scientist,36000,EUR,37824,ES,0,ES,M,3,12
2022,SE,FT,Data Engineer,216000,USD,216000,US,100,US,M,3,11
2023,SE,FT,Data Science Manager,245100,USD,245100,US,0,US,M,3,11
2022,MI,FT,Data Analyst,85000,USD,85000,US,0,US,M,2,11
2023,SE,FT,Data Engineer,166000,USD,166000,US,100,US,M,3,11
2022,SE,FT,Machine Learning Engineer,135000,USD,135000,US,0,US,M,3,11
2023,SE,FT,Research Engineer,100000,EUR,107309,DE,100,DE,S,3,7
2023,SE,FT,Research Engineer,293000,USD,293000,US,0,US,M,3,11
2022,SE,FT,Data Analyst,112900,USD,112900,US,100,US,M,3,11
2023,SE,FT,Data Scientist,165000,USD,165000,US,0,US,M,3,11
2023,MI,FT,Data Engineer,60000,USD,60000,MX,100,MX,M,2,32
2023,SE,FT,Data Manager,140000,USD,140000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,35000,EUR,37558,PT,0,PT,M,3,40
2023,SE,FT,Data Analyst,120000,USD,120000,US,0,US,M,3,11
2023,EN,FT,Data Engineer,160000,USD,160000,US,0,US,M,0,11
2023,MI,FT,Data Scientist,97750,USD,97750,US,100,US,M,2,11
2023,SE,FT,Data Engineer,175000,USD,175000,US,100,US,M,3,11
2023,SE,FT,BI Analyst,135000,USD,135000,US,0,US,M,3,11
2022,SE,FT,Machine Learning Manager,200000,USD,200000,US,100,US,M,3,11
2022,SE,FT,Data Engineer,99100,USD,99100,US,0,US,M,3,11
2023,MI,FT,Data Analyst,100000,USD,100000,US,0,US,M,2,11
2023,SE,FT,BI Developer,135000,USD,135000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,170000,USD,170000,US,100,US,M,3,11
2022,SE,FT,Data Science Engineer,60000,USD,60000,AR,100,MX,L,3,48
2022,SE,FT,Data Scientist,210000,USD,210000,US,100,US,M,3,11
2022,SE,FT,Data Analyst,110000,USD,110000,US,100,US,M,3,11
2021,MI,PT,Data Engineer,59000,EUR,69741,NL,100,NL,L,2,3
2023,SE,FT,Data Scientist,120250,USD,120250,GB,0,GB,M,3,8
2022,SE,FT,Data Engineer,139860,USD,139860,US,0,US,M,3,11
2022,EN,FT,Data Science Consultant,26000,EUR,27317,ES,50,ES,L,0,12
2023,SE,FT,Data Analyst,81666,USD,81666,US,100,US,M,3,11
2023,SE,FT,Data Analyst,127075,USD,127075,US,100,US,M,3,11
2023,EX,FT,Data Engineer,175000,USD,175000,US,0,US,M,1,11
2022,SE,FT,Data Scientist,120000,USD,120000,US,0,US,M,3,11
2023,MI,FT,Data Engineer,90000,USD,90000,US,100,US,M,2,11
2023,SE,FT,Data Scientist,113000,USD,113000,CA,0,CA,M,3,6
2023,SE,FT,Applied Scientist,262500,USD,262500,US,0,US,L,3,11
2022,SE,FT,Data Engineer,130000,USD,130000,US,0,US,M,3,11
2022,MI,FT,BI Data Analyst,65000,AUD,45050,AU,50,AU,L,2,5
2023,SE,FT,Data Engineer,146000,USD,146000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,150000,USD,150000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,122000,USD,122000,US,0,US,M,3,11
2023,SE,FT,Machine Learning Engineer,172200,USD,172200,US,0,US,M,3,11
2023,SE,FT,Machine Learning Engineer,109400,USD,109400,US,0,US,M,3,11
2022,SE,FT,Analytics Engineer,75000,GBP,92350,GB,0,GB,M,3,8
2022,MI,FT,Data Analyst,75000,USD,75000,US,100,US,M,2,11
2023,SE,FT,Data Architect,174500,USD,174500,US,0,US,M,3,11
2023,SE,FT,Data Analyst,85500,USD,85500,US,0,US,M,3,11
2023,SE,FT,Data Scientist,275300,USD,275300,US,100,US,M,3,11
2023,SE,FT,Data Analyst,153600,USD,153600,US,0,US,M,3,11
2022,MI,FT,Machine Learning Researcher,150000,USD,150000,US,100,US,M,2,11
2023,EN,FT,Data Engineer,61800,USD,61800,US,100,US,M,0,11
2023,SE,FT,Applied Scientist,136000,USD,136000,US,0,US,L,3,11
2023,MI,FT,Data Analyst,100000,USD,100000,US,100,US,M,2,11
2023,SE,FT,Applied Data Scientist,100000,AUD,68318,AU,100,FI,M,3,5
2022,SE,FT,Data Engineer,117000,USD,117000,US,0,US,M,3,11
2021,MI,FT,Data Engineer,100000,USD,100000,US,100,US,L,2,11
2022,SE,FT,Machine Learning Engineer,214000,USD,214000,US,100,US,M,3,11
2023,MI,FT,Data Analyst,70000,GBP,85066,GB,0,GB,M,2,8
2021,SE,FT,Lead Data Engineer,276000,USD,276000,US,0,US,L,3,11
2022,SE,FT,Data Engineer,132320,USD,132320,US,100,US,M,3,11
2021,SE,FT,Data Science Manager,7000000,INR,94665,IN,50,IN,L,3,47
2023,SE,FT,Data Analyst,125000,USD,125000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,110000,USD,110000,US,0,US,M,3,11
2022,SE,FT,Machine Learning Manager,150000,USD,150000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,36000,EUR,38631,ES,0,ES,M,3,12
2023,SE,FT,Data Analyst,125000,USD,125000,US,0,US,M,3,11
2022,SE,FT,Data Scientist,141525,USD,141525,US,100,US,M,3,11
2023,SE,FT,Research Scientist,141288,USD,141288,US,0,US,M,3,11
2023,MI,FT,Data Analyst,65000,GBP,78990,GB,0,GB,M,2,8
2022,SE,FT,Analytics Engineer,190000,USD,190000,US,100,US,M,3,11
2021,EN,FT,Data Analyst,50000,EUR,59102,FR,50,FR,M,0,10
2023,MI,FT,Data Engineer,125000,USD,125000,US,0,US,M,2,11
2022,SE,FT,Data Analytics Manager,109280,USD,109280,US,100,US,M,3,11
2023,MI,FT,Data Analyst,143000,USD,143000,US,0,US,M,2,11
2022,SE,FT,Data Architect,190000,USD,190000,US,100,US,M,3,11
2023,SE,FT,Machine Learning Engineer,276000,USD,276000,US,0,US,M,3,11
2023,SE,FT,Principal Data Scientist,80000,EUR,85847,ES,100,ES,L,3,12
2020,EN,FT,Big Data Engineer,70000,USD,70000,US,100,US,L,0,11
2022,EN,FT,Data Scientist,80000,USD,80000,US,0,US,M,0,11
2020,SE,FT,Machine Learning Scientist,260000,USD,260000,JP,0,JP,S,3,41
2022,MI,FT,Data Engineer,95000,USD,95000,US,0,US,M,2,11
2023,SE,FT,Data Scientist,36000,EUR,38631,LV,0,LV,M,3,18
2023,SE,FT,Data Engineer,153600,USD,153600,US,0,US,M,3,11
2023,SE,FT,Analytics Engineer,190000,USD,190000,US,100,US,M,3,11
2022,SE,FT,Data Scientist,203500,USD,203500,US,0,US,M,3,11
2023,EX,FT,Data Engineer,106500,USD,106500,US,0,US,M,1,11
2022,MI,FT,Deep Learning Engineer,40000,GBP,49253,GB,100,GB,M,2,8
2023,EN,FT,Data Analyst,100000,USD,100000,UZ,100,US,L,0,48
2023,SE,FT,Data Architect,213120,USD,213120,US,100,US,M,3,11
2023,SE,FT,Research Scientist,200000,USD,200000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,90000,USD,90000,US,0,US,M,3,11
2023,SE,FT,Research Scientist,200000,USD,200000,US,0,US,M,3,11
2023,SE,FT,Data Analyst,45000,GBP,54685,CF,100,CF,M,3,48
2023,SE,FT,Research Scientist,130000,USD,130000,US,100,US,M,3,11
2022,EN,FT,Machine Learning Engineer,28500,GBP,35093,GB,100,GB,L,0,8
2021,EX,FT,Director of Data Science,120000,EUR,141846,DE,0,DE,L,1,7
2022,SE,FT,Data Scientist,249500,USD,249500,US,0,US,M,3,11
2022,MI,FT,Data Scientist,108000,USD,108000,US,50,US,L,2,11
2022,EN,FT,Machine Learning Developer,33000,USD,33000,IT,100,DE,S,0,14
2023,SE,FT,Data Engineer,126000,USD,126000,US,0,US,M,3,11
2023,SE,FT,Data Engineer,147100,USD,147100,US,0,US,M,3,11
2021,SE,FT,Data Analyst,115000,USD,115000,US,100,US,S,3,11
2023,SE,FT,Data Scientist,145000,USD,145000,US,100,US,M,3,11
2022,SE,FT,Machine Learning Engineer,65000,USD,65000,AE,100,AE,S,3,34
2023,EN,FT,Data Engineer,1400000,INR,17022,IN,100,IN,L,0,47
2022,SE,FT,Data Engineer,100000,USD,100000,US,0,US,M,3,11
2023,EN,FT,Data Engineer,125000,USD,125000,US,0,US,M,0,11
2022,SE,FT,Data Scientist,191475,USD,191475,US,100,US,M,3,11
2022,SE,FT,Data Scientist,225000,USD,225000,US,0,US,M,3,11
2022,MI,FT,Data Scientist,90000,USD,90000,US,100,US,M,2,11
2022,SE,FT,Data Engineer,95000,USD,95000,US,0,US,M,3,11
2023,SE,FT,Data Analyst,60000,USD,60000,US,0,US,M,3,11
2023,EN,FT,Data Analyst,75000,USD,75000,US,100,US,M,0,11
2023,MI,FT,Data Analyst,182500,USD,182500,US,0,US,M,2,11
2023,EN,FT,Data Analyst,85000,USD,85000,US,100,US,M,0,11
2023,SE,FT,Data Analytics Manager,120000,USD,120000,US,100,US,M,3,11
2021,SE,FT,Machine Learning Engineer,200000,USD,200000,US,100,US,L,3,11
2023,SE,FT,Data Manager,60027,GBP,72946,GB,0,GB,M,3,8
2022,SE,FT,Data Scientist,140700,USD,140700,US,0,US,M,3,11
2023,MI,FT,Data Manager,135000,USD,135000,US,0,US,M,2,11
2023,EN,FT,Data Analyst,60000,USD,60000,US,100,US,M,0,11
2023,MI,FT,Data Specialist,130000,USD,130000,US,0,US,M,2,11
2022,MI,FT,Analytics Engineer,200000,USD,200000,US,0,US,M,2,11
2022,SE,FT,Data Scientist,198800,USD,198800,US,0,US,M,3,11
2021,EN,FT,Machine Learning Engineer,125000,USD,125000,US,100,US,S,0,11
2023,MI,FT,Data Scientist,100000,USD,100000,US,0,US,M,2,11
2023,EX,FT,Data Engineer,236000,USD,236000,US,100,US,M,1,11
2023,SE,FT,Data Engineer,106800,USD,106800,US,100,US,M,3,11
2023,SE,FT,Data Scientist,135000,USD,135000,US,100,US,M,3,11
2023,SE,FT,Data Analyst,121700,USD,121700,US,0,US,M,3,11
2023,MI,FT,Data Scientist,82920,USD,82920,US,100,US,M,2,11
2022,MI,FT,Data Analyst,100000,USD,100000,US,0,US,M,2,11
2022,SE,FT,Data Engineer,178750,USD,178750,US,0,US,M,3,11
2022,MI,FT,Data Engineer,50000,GBP,61566,GB,0,GB,M,2,8
2021,MI,FT,Data Scientist,109000,USD,109000,US,50,US,L,2,11
2023,SE,FT,Data Science Manager,134236,USD,134236,US,0,US,M,3,11
2021,SE,FT,Data Engineer,82500,GBP,113476,GB,100,GB,M,3,8
2023,SE,FT,Machine Learning Engineer,247500,USD,247500,US,0,US,M,3,11
2023,SE,FT,Data Scientist,104000,USD,104000,US,100,US,M,3,11
2023,SE,FT,Data Scientist,70000,USD,70000,US,0,US,M,3,11
2022,SE,FT,Machine Learning Engineer,131300,USD,131300,US,100,US,L,3,11
2022,SE,FT,Data Scientist,180000,USD,180000,US,0,US,M,3,11
2022,SE,FT,Data Engineer,50000,GBP,61566,GB,0,GB,M,3,8
2022,MI,FT,Data Scientist,72000,EUR,75648,DE,100,DE,S,2,7
2023,SE,FT,Analytics Engineer,116450,USD,116450,US,0,US,M,3,11
2021,SE,FT,ML Engineer,256000,USD,256000,US,100,US,S,3,11
2023,SE,FT,Data Science Manager,299500,USD,299500,US,0,US,M,3,11
2022,EN,FT,Data Engineer,135000,USD,135000,US,0,US,M,0,11
2022,SE,FT,Data Engineer,135000,USD,135000,US,100,US,M,3,11
2020,MI,FT,Data Analyst,41000,EUR,46759,FR,50,FR,L,2,10
2023,SE,FT,Data Analyst,208049,USD,208049,US,0,US,M,3,11
2023,SE,FT,Data Engineer,250000,USD,250000,US,100,US,M,3,11
2023,MI,FT,Data Analyst,150000,USD,150000,US,0,US,M,2,11
2023,SE,FT,Data Scientist,237000,USD,237000,US,100,US,M,3,11
2022,SE,FT,Data Analyst,105000,USD,105000,US,0,US,M,3,11
2022,SE,FT,Data Scientist,141525,USD,141525,US,100,US,M,3,11
2023,EN,FT,Data Engineer,58000,USD,58000,US,100,US,M,0,11
2022,SE,FT,Data Analyst,35000,EUR,36773,ES,0,ES,M,3,12
2022,SE,FT,Data Analyst,38000,EUR,39925,ES,0,ES,M,3,12
1 work_year experience_level employment_type job_title salary salary_currency salary_in_usd employee_residence remote_ratio company_location company_size experience_level_encoded employee_residence_encoded
2 2022 SE FT Machine Learning Software Engineer 168000 USD 168000 CA 100 CA M 3 6
3 2023 SE FT Data Analyst 179975 USD 179975 US 100 US M 3 11
4 2022 SE FT Data Scientist 144000 USD 144000 US 100 US M 3 11
5 2023 SE FT Applied Scientist 222200 USD 222200 US 0 US L 3 11
6 2021 EX FT Head of Data 230000 USD 230000 RU 50 RU L 1 39
7 2022 EN FT Applied Data Scientist 40000 USD 40000 AU 100 PK M 0 5
8 2023 SE FT Data Scientist 105000 USD 105000 US 0 US M 3 11
9 2023 EN FT Data Analyst 100000 USD 100000 US 50 US M 0 11
10 2021 EN FT Data Scientist 2200000 INR 29751 IN 50 IN L 0 47
11 2023 SE FT Machine Learning Engineer 153090 USD 153090 US 0 US M 3 11
12 2022 MI FT ETL Developer 50000 EUR 52533 GR 0 GR M 2 24
13 2022 SE FT Data Engineer 115000 USD 115000 US 100 US M 3 11
14 2023 SE FT Data Engineer 128000 USD 128000 US 0 US M 3 11
15 2022 MI FT Data Scientist 2400000 INR 30523 IN 100 IN L 2 47
16 2023 SE FT Data Analyst 128500 USD 128500 US 0 US M 3 11
17 2023 SE FT Data Architect 92000 USD 92000 GB 100 GB M 3 8
18 2022 EN FT Data Engineer 160000 USD 160000 US 0 US M 0 11
19 2022 SE FT Data Scientist 168000 USD 168000 US 100 US M 3 11
20 2022 SE FT Data Engineer 210000 USD 210000 US 100 US M 3 11
21 2023 SE FT Data Scientist 153400 USD 153400 US 0 US M 3 11
22 2023 MI FT Data Engineer 140000 USD 140000 US 0 US M 2 11
23 2022 SE FT Data Analyst 99050 USD 99050 US 100 US M 3 11
24 2023 SE FT Data Engineer 259000 USD 259000 US 100 US M 3 11
25 2022 SE FT Data Engineer 200000 USD 200000 PR 100 PR M 3 33
26 2023 SE FT Data Scientist 134236 USD 134236 US 0 US M 3 11
27 2022 MI FT Data Engineer 170000 USD 170000 US 100 US M 2 11
28 2023 SE FT Computer Vision Engineer 200000 USD 200000 US 100 US S 3 11
29 2023 SE FT Data Analyst 120250 USD 120250 US 100 US M 3 11
30 2021 SE FT Data Science Manager 4000000 INR 54094 IN 50 US L 3 47
31 2022 MI FT Data Scientist 145000 USD 145000 US 0 US M 2 11
32 2023 SE FT Analytics Engineer 143860 USD 143860 US 0 US M 3 11
33 2023 SE FT Data Analyst 138000 USD 138000 US 100 US M 3 11
34 2022 SE FT Machine Learning Scientist 216000 USD 216000 US 0 US M 3 11
35 2022 SE FT Data Analyst 61300 USD 61300 CA 100 CA M 3 6
36 2020 MI FT Data Scientist 37000 EUR 42197 FR 50 FR S 2 10
37 2022 MI FT Data Analytics Manager 140000 USD 140000 US 0 US M 2 11
38 2021 EN FT Power BI Developer 400000 INR 5409 IN 50 IN L 0 47
39 2020 EN FT Data Analyst 10000 USD 10000 NG 100 NG S 0 36
40 2023 SE FT Data Analyst 180180 USD 180180 US 0 US M 3 11
41 2022 SE FT Data Engineer 188100 USD 188100 US 0 US M 3 11
42 2022 EX FT Analytics Engineer 150000 USD 150000 US 100 US M 1 11
43 2021 EN FT Research Scientist 100000 USD 100000 JE 0 CN L 0 48
44 2023 MI FT Applied Machine Learning Engineer 130000 USD 130000 US 0 US M 2 11
45 2022 SE FT Big Data Engineer 210000 CAD 161311 CA 50 CA M 3 6
46 2023 SE FT Data Engineer 205600 USD 205600 US 0 US L 3 11
47 2023 SE FT Data Analyst 140000 USD 140000 US 0 US M 3 11
48 2022 SE FT Machine Learning Developer 100000 CAD 76814 CA 100 CA M 3 6
49 2022 SE FT Data Engineer 102100 USD 102100 US 0 US M 3 11
50 2023 MI FT Data Analyst 83500 USD 83500 US 100 US M 2 11
51 2022 SE FT Machine Learning Engineer 65000 EUR 68293 IE 100 IE S 3 9
52 2020 MI FT Product Data Analyst 450000 INR 6072 IN 100 IN L 2 47
53 2022 EN FT AI Scientist 50000 USD 50000 US 100 US M 0 11
54 2023 SE FT Data Scientist 370000 USD 370000 US 0 US M 3 11
55 2022 SE FT Data Analyst 99450 USD 99450 US 100 US M 3 11
56 2023 SE FT Data Scientist 257000 USD 257000 US 0 US M 3 11
57 2022 SE FT Data Engineer 160000 USD 160000 US 0 US L 3 11
58 2022 MI FT Data Analyst 109000 USD 109000 US 0 US M 2 11
59 2023 SE FT Data Scientist 155000 USD 155000 US 0 US M 3 11
60 2022 SE FT Data Scientist 230000 USD 230000 US 100 US M 3 11
61 2023 EX FT Head of Data Science 131899 GBP 160288 GB 0 GB M 1 8
62 2023 SE FT Data Engineer 90700 USD 90700 US 0 US M 3 11
63 2022 MI FT Data Analyst 150000 USD 150000 US 100 US M 2 11
64 2023 SE FT Data Analyst 38000 EUR 40777 ES 0 ES M 3 12
65 2023 SE FT Data Scientist 165000 USD 165000 US 0 US M 3 11
66 2021 MI FT Data Architect 180000 USD 180000 US 100 US L 2 11
67 2021 SE FT Data Scientist 4000000 INR 54094 IN 100 IN L 3 47
68 2023 MI FT Data Engineer 175000 USD 175000 US 0 US M 2 11
69 2023 MI FT MLOps Engineer 134000 USD 134000 US 100 US M 2 11
70 2023 MI FT Data Scientist 180000 USD 180000 US 100 US M 2 11
71 2022 SE FT Data Scientist 140000 USD 140000 US 0 US M 3 11
72 2022 SE FT Data Scientist 205300 USD 205300 US 0 US L 3 11
73 2023 MI FT Data Analyst 75000 USD 75000 US 0 US M 2 11
74 2023 EN FT Applied Scientist 130760 USD 130760 US 0 US L 0 11
75 2022 MI FT Data Engineer 105000 USD 105000 US 0 US M 2 11
76 2022 MI FT ML Engineer 98200 USD 98200 US 100 US L 2 11
77 2023 MI FT Machine Learning Engineer 280700 USD 280700 US 100 US M 2 11
78 2023 SE FT Data Scientist 195000 USD 195000 US 0 US M 3 11
79 2022 SE FT Data Science Consultant 128000 USD 128000 US 0 US M 3 11
80 2023 MI FT Research Engineer 230000 USD 230000 US 0 US M 2 11
81 2022 SE FT Data Operations Analyst 92250 USD 92250 US 0 US M 3 11
82 2022 MI FT Data Engineer 55000 GBP 67723 GB 100 GB M 2 8
83 2022 SE FT Data Scientist 140000 USD 140000 US 0 US M 3 11
84 2023 SE FT Data Engineer 230000 USD 230000 US 0 US M 3 11
85 2023 SE FT Machine Learning Engineer 120000 USD 120000 US 100 US M 3 11
86 2022 MI FT Data Scientist Lead 85000 EUR 89306 AT 50 AT L 2 13
87 2021 SE FT Data Scientist 65720 EUR 77684 FR 50 FR M 3 10
88 2022 SE FT Analytics Engineer 130000 USD 130000 US 100 US M 3 11
89 2023 SE FT Data Engineer 220000 USD 220000 US 0 US M 3 11
90 2022 MI FT Data Scientist 115000 CHF 120402 CH 0 CH L 2 4
91 2021 MI FT Data Science Lead 150000 USD 150000 US 100 US M 2 11
92 2023 MI FT Machine Learning Engineer 100000 GBP 121523 GB 0 GB M 2 8
93 2021 SE FT Data Engineer 153000 USD 153000 US 100 US L 3 11
94 2022 SE FT Data Scientist 130000 USD 130000 US 100 US M 3 11
95 2023 MI FT Data Analyst 65000 USD 65000 US 100 US M 2 11
96 2022 SE FT Analytics Engineer 170000 USD 170000 US 100 US M 3 11
97 2022 SE FT Data Analyst 115000 USD 115000 US 100 US M 3 11
98 2023 SE FT Data Scientist 170000 USD 170000 US 0 US M 3 11
99 2023 EN FT Data Engineer 92700 USD 92700 US 100 US M 0 11
100 2023 SE FT Machine Learning Engineer 304000 USD 304000 US 100 US M 3 11
101 2022 SE FT Data Scientist 170000 USD 170000 US 100 US M 3 11
102 2023 SE FT Data Scientist 145000 USD 145000 US 100 US M 3 11
103 2022 SE FT Data Engineer 185800 USD 185800 CA 100 CA M 3 6
104 2023 SE FT Data Scientist 110000 USD 110000 US 100 US M 3 11
105 2022 SE FT Data Engineer 247500 USD 247500 US 0 US M 3 11
106 2022 EN PT BI Analyst 12000 USD 12000 MX 100 US L 0 32
107 2023 MI FT Data Science Manager 104500 USD 104500 US 0 US M 2 11
108 2022 SE FT Data Scientist 80000 GBP 98506 GB 0 GB M 3 8
109 2022 SE FT Data Architect 195400 USD 195400 US 100 US L 3 11
110 2023 EN FT Data Engineer 90000 USD 90000 US 0 US M 0 11
111 2022 SE FT Data Scientist 123400 USD 123400 US 0 US M 3 11
112 2022 MI FT Data Analytics Engineer 135000 USD 135000 US 100 US L 2 11
113 2023 SE FT Data Analyst 165000 USD 165000 US 100 US M 3 11
114 2023 SE FT Data Analyst 148500 USD 148500 US 0 US M 3 11
115 2023 SE FT Data Engineer 252000 USD 252000 US 0 US M 3 11
116 2023 SE FT Data Analyst 106020 USD 106020 US 0 US M 3 11
117 2020 EN FT Data Scientist 105000 USD 105000 US 100 US S 0 11
118 2022 MI FT Data Engineer 65000 USD 65000 US 0 US M 2 11
119 2022 MI FT Data Scientist 52000 EUR 54634 NL 100 NL S 2 3
120 2022 SE FT Data Engineer 200000 USD 200000 US 100 US M 3 11
121 2023 SE FT Data Scientist 136000 USD 136000 US 100 US M 3 11
122 2023 MI FT Data Analyst 90000 GBP 109371 HR 0 HR M 2 20
123 2022 SE FT Data Engineer 205000 USD 205000 US 100 US M 3 11
124 2022 MI FT Data Analyst 100000 USD 100000 US 0 US M 2 11
125 2023 SE FT Data Analyst 95000 USD 95000 US 0 US M 3 11
126 2023 SE FT Data Analyst 80000 USD 80000 US 0 US M 3 11
127 2023 SE FT Data Engineer 247300 USD 247300 US 0 US M 3 11
128 2022 SE FT Machine Learning Engineer 200000 USD 200000 US 100 US L 3 11
129 2023 SE FT Machine Learning Engineer 220000 USD 220000 US 0 US M 3 11
130 2023 MI FT Machine Learning Engineer 38000 GBP 46178 GB 100 GB M 2 8
131 2023 SE FT Machine Learning Engineer 247500 USD 247500 US 0 US M 3 11
132 2023 SE FT Data Scientist 183500 USD 183500 US 100 US M 3 11
133 2023 EX FT Head of Data 269600 USD 269600 US 0 US M 1 11
134 2020 MI FT Data Scientist 55000 EUR 62726 FR 50 LU S 2 10
135 2021 SE FT Machine Learning Infrastructure Engineer 195000 USD 195000 US 100 US M 3 11
136 2023 MI FT Research Scientist 185000 USD 185000 US 100 US M 2 11
137 2022 SE FT Data Scientist 198440 USD 198440 US 100 US M 3 11
138 2021 MI FT Data Engineer 24000 EUR 28369 MT 50 MT L 2 48
139 2022 SE FT Data Engineer 63000 USD 63000 US 0 US M 3 11
140 2022 SE FT Data Engineer 130000 USD 130000 US 0 US M 3 11
141 2023 SE FT Analytics Engineer 173000 USD 173000 US 100 US M 3 11
142 2023 SE FT Data Analyst 208450 USD 208450 US 100 US M 3 11
143 2022 EX FT Data Engineer 116100 USD 116100 US 100 US M 1 11
144 2023 SE FT Applied Scientist 230000 USD 230000 US 100 US M 3 11
145 2022 SE FT Data Scientist 205300 USD 205300 US 0 US M 3 11
146 2022 SE FT Data Analyst 169000 USD 169000 US 0 US M 3 11
147 2022 SE FT Data Engineer 185900 USD 185900 US 0 US M 3 11
148 2023 SE FT Data Engineer 260000 USD 260000 US 0 US M 3 11
149 2023 SE FT Data Scientist 218500 USD 218500 US 100 US M 3 11
150 2022 SE FT Data Analyst 99000 USD 99000 US 0 US M 3 11
151 2023 SE FT Business Intelligence Engineer 156400 USD 156400 US 0 US M 3 11
152 2023 MI FT Data Analyst 150000 USD 150000 US 0 US M 2 11
153 2021 SE FT Data Specialist 165000 USD 165000 US 100 US L 3 11
154 2020 MI FT Data Scientist 60000 GBP 76958 GB 100 GB S 2 8
155 2023 SE FT Data Analyst 102500 USD 102500 US 100 US M 3 11
156 2022 SE FT Data Engineer 115000 USD 115000 US 100 US M 3 11
157 2022 SE FT Data Engineer 200000 USD 200000 US 0 US M 3 11
158 2022 SE FT Data Engineer 120000 USD 120000 US 0 US M 3 11
159 2022 MI FT Machine Learning Scientist 112300 USD 112300 US 100 US L 2 11
160 2023 SE FT Data Engineer 138750 USD 138750 US 100 US M 3 11
161 2023 SE FT Machine Learning Engineer 153400 USD 153400 US 0 US M 3 11
162 2022 MI FT Data Analyst 136000 USD 136000 US 100 US M 2 11
163 2023 SE FT Data Engineer 66000 USD 66000 US 100 US M 3 11
164 2023 MI FT Data Analyst 60000 GBP 72914 HR 0 HR M 2 20
165 2022 MI FT Data Analyst 450000 INR 5723 IN 100 IN S 2 47
166 2023 EN FT Data Analyst 55000 USD 55000 US 0 US M 0 11
167 2022 EX FT Data Engineer 260000 USD 260000 US 100 US M 1 11
168 2023 SE FT Data Scientist 239748 USD 239748 US 0 US M 3 11
169 2023 SE FT Data Engineer 220000 USD 220000 US 100 US M 3 11
170 2022 EN FT Computer Vision Software Engineer 150000 USD 150000 AU 100 AU S 0 5
171 2022 SE FT Data Science Manager 299500 USD 299500 US 0 US M 3 11
172 2022 SE FT Data Engineer 116250 USD 116250 US 100 US M 3 11
173 2023 MI FT Machine Learning Engineer 135000 USD 135000 US 50 US L 2 11
174 2023 MI FT ETL Engineer 70000 GBP 85066 GB 100 GB M 2 8
175 2023 SE FT Data Engineer 137500 USD 137500 US 100 US M 3 11
176 2022 SE FT Data Analyst 130000 USD 130000 CA 100 CA M 3 6
177 2022 MI FT Data Analyst 150000 USD 150000 US 0 US M 2 11
178 2023 SE FT Data Scientist 258000 USD 258000 CA 0 CA M 3 6
179 2021 MI FL Autonomous Vehicle Technician 45555 USD 45555 AS 50 BS M 2 48
180 2023 SE FT Machine Learning Engineer 163800 USD 163800 US 0 US M 3 11
181 2023 SE FT Data Scientist 185900 USD 185900 US 0 US M 3 11
182 2022 MI FT Analytics Engineer 122500 USD 122500 US 100 US M 2 11
183 2022 EN FT BI Data Analyst 633000 INR 8050 IN 100 IN M 0 47
184 2023 SE FT Data Manager 120000 USD 120000 US 0 US M 3 11
185 2022 SE FT Data Engineer 65000 EUR 68293 ES 0 ES M 3 12
186 2023 SE FT Computer Vision Engineer 342810 USD 342810 US 0 US M 3 11
187 2022 SE FT Data Scientist 150000 USD 150000 US 0 US M 3 11
188 2022 SE FT Data Science Manager 245100 USD 245100 US 0 US M 3 11
189 2023 SE FT Data Scientist 190000 USD 190000 US 0 US M 3 11
190 2022 SE FT Data Engineer 140000 USD 140000 US 100 US M 3 11
191 2023 SE FT Data Analyst 106000 USD 106000 US 0 US M 3 11
192 2023 SE FT Machine Learning Engineer 142200 USD 142200 US 0 US M 3 11
193 2022 MI FT Data Engineer 118000 USD 118000 US 100 US M 2 11
194 2023 SE FT Research Engineer 102544 USD 102544 US 0 US M 3 11
195 2023 EX FT Director of Data Science 353200 USD 353200 US 0 US M 1 11
196 2022 SE FT Data Engineer 185900 USD 185900 US 0 US M 3 11
197 2023 SE FT Data Engineer 94000 USD 94000 US 0 US M 3 11
198 2022 SE FT Data Architect 192564 USD 192564 US 100 US M 3 11
199 2022 SE FT Machine Learning Engineer 167100 USD 167100 US 0 US M 3 11
200 2022 MI FT Data Analyst 160000 USD 160000 US 0 US M 2 11
201 2022 SE FT Data Engineer 84958 GBP 104611 GB 100 GB M 3 8
202 2022 SE FT Data Scientist 225000 USD 225000 US 0 US M 3 11
203 2022 SE FT Data Scientist 207000 USD 207000 US 100 US M 3 11
204 2022 EN FT Financial Data Analyst 100000 USD 100000 US 50 US L 0 11
205 2023 SE FT Data Infrastructure Engineer 143000 USD 143000 US 100 US M 3 11
206 2023 SE FT Data Engineer 126000 USD 126000 US 0 US M 3 11
207 2023 SE FT Machine Learning Engineer 176100 USD 176100 US 0 US L 3 11
208 2023 SE FT Data Scientist 155000 USD 155000 US 0 US M 3 11
209 2023 SE FT Data Engineer 115000 USD 115000 US 0 US M 3 11
210 2023 MI FT Data Scientist 115360 USD 115360 US 100 US M 2 11
211 2023 SE FT Machine Learning Scientist 220000 USD 220000 US 0 US M 3 11
212 2022 MI FT Data Engineer 175000 USD 175000 US 100 US M 2 11
213 2021 EN FT Data Analyst 60000 USD 60000 US 100 US S 0 11
214 2022 MI FT Data Scientist 120000 USD 120000 US 100 US M 2 11
215 2023 MI FT Data Analyst 121500 USD 121500 US 0 US M 2 11
216 2022 SE FT Data Analyst 95000 USD 95000 US 0 US M 3 11
217 2023 MI FT Data Engineer 140000 USD 140000 US 100 US M 2 11
218 2023 SE FT Data Engineer 147000 USD 147000 US 0 US M 3 11
219 2023 SE FT Data Engineer 241871 USD 241871 US 0 US M 3 11
220 2020 EN FT Data Engineer 4450000 JPY 41689 JP 100 JP S 0 41
221 2022 SE FT Data Scientist 186000 USD 186000 US 0 US M 3 11
222 2022 SE FT Data Analyst 129000 USD 129000 US 0 US M 3 11
223 2022 MI FT Analytics Engineer 60000 GBP 73880 GB 0 GB M 2 8
224 2022 SE FT Machine Learning Engineer 210000 USD 210000 US 100 US M 3 11
225 2023 SE FT Data Scientist 152000 USD 152000 US 0 US M 3 11
226 2023 EN FT Data Analyst 55000 CAD 40663 CA 0 CA L 0 6
227 2022 EN FT Data Scientist 49500 EUR 52008 BE 50 BE S 0 15
228 2022 SE FT Data Scientist 100000 USD 100000 BR 100 US M 3 28
229 2022 MI FT Data Analyst 100000 USD 100000 US 0 US M 2 11
230 2023 SE FT Data Analyst 385000 USD 385000 US 0 US M 3 11
231 2022 SE FT Data Analyst 112900 USD 112900 US 100 US M 3 11
232 2023 SE FT Data Science Engineer 100000 USD 100000 US 0 US M 3 11
233 2023 SE FT Analytics Engineer 120000 USD 120000 US 100 US M 3 11
234 2023 SE FT Machine Learning Engineer 100000 USD 100000 US 0 US M 3 11
235 2022 MI FT Data Analyst 79000 USD 79000 US 0 US M 2 11
236 2023 SE FT Data Engineer 163800 USD 163800 US 0 US M 3 11
237 2022 EX FT Data Manager 164000 CAD 125976 CA 50 CA L 1 6
238 2023 SE FT Data Engineer 133300 USD 133300 US 0 US M 3 11
239 2023 SE FT Data Scientist 70000 USD 70000 US 0 US M 3 11
240 2021 EN FT Machine Learning Engineer 85000 USD 85000 NL 100 DE S 0 3
241 2023 SE FT Data Engineer 160000 USD 160000 US 0 US M 3 11
242 2022 SE FT Data Analyst 131000 USD 131000 US 0 US M 3 11
243 2022 SE FT Data Engineer 129400 USD 129400 US 100 US M 3 11
244 2023 SE FT Data Analyst 100000 USD 100000 US 100 US M 3 11
245 2022 SE FT Analytics Engineer 170000 USD 170000 US 100 US M 3 11
246 2022 MI FT Data Analyst 150000 USD 150000 US 0 US M 2 11
247 2022 SE FT Data Scientist 156600 USD 156600 US 100 US M 3 11
248 2023 SE FT Data Analyst 169000 USD 169000 US 0 US M 3 11
249 2023 SE FT Analytics Engineer 143860 USD 143860 US 0 US M 3 11
250 2022 SE FT Data Analyst 169000 USD 169000 US 0 US M 3 11
251 2022 SE FT Data Scientist 144000 USD 144000 US 0 US M 3 11
252 2020 MI FT Data Engineer 106000 USD 106000 US 100 US L 2 11
253 2022 SE FT Data Engineer 170000 USD 170000 US 0 US M 3 11
254 2022 SE FT Data Analyst 100000 USD 100000 US 0 US M 3 11
255 2023 SE FT Data Engineer 65000 USD 65000 US 100 US M 3 11
256 2023 SE FT Data Scientist 113750 USD 113750 IE 0 IE M 3 9
257 2023 SE FT Data Scientist 183500 USD 183500 US 100 US M 3 11
258 2022 SE FT Data Engineer 80000 USD 80000 US 0 US L 3 11
259 2022 SE FT Data Scientist 185000 USD 185000 US 100 US M 3 11
260 2023 SE FT Data Scientist 45000 EUR 48289 ES 0 ES M 3 12
261 2022 SE FT Data Scientist 168000 USD 168000 US 100 US M 3 11
262 2022 SE FT Data Engineer 185900 USD 185900 US 0 US M 3 11
263 2023 EX FT Data Scientist 100000 USD 100000 US 0 US M 1 11
264 2023 SE FT Analytics Engineer 207000 USD 207000 US 0 US M 3 11
265 2023 SE FT Data Engineer 130000 USD 130000 US 100 US M 3 11
266 2023 SE FT Data Scientist 180560 USD 180560 US 0 US M 3 11
267 2022 SE FT Data Scientist 125000 USD 125000 US 0 US M 3 11
268 2022 SE FT ML Engineer 84000 USD 84000 US 100 US M 3 11
269 2023 SE FT Data Analyst 75000 USD 75000 US 100 US M 3 11
270 2022 MI FT Analytics Engineer 85000 GBP 104663 GB 0 GB M 2 8
271 2022 SE FT Data Engineer 150000 USD 150000 US 100 US M 3 11
272 2021 EN FT 3D Computer Vision Researcher 20000 USD 20000 AS 0 AS M 0 48
273 2023 SE FT Data Scientist 154000 USD 154000 US 0 US M 3 11
274 2022 SE FT Data Scientist 95000 USD 95000 US 0 US M 3 11
275 2022 SE FT Data Engineer 175000 USD 175000 US 0 US M 3 11
276 2023 SE FT Data Engineer 250000 USD 250000 US 100 US M 3 11
277 2022 SE FT Data Scientist 165000 USD 165000 US 100 US M 3 11
278 2020 EX FT Data Engineer 70000 EUR 79833 ES 50 ES L 1 12
279 2023 SE FT Machine Learning Engineer 323300 USD 323300 US 0 US M 3 11
280 2022 SE FT Data Analyst 112900 USD 112900 US 100 US M 3 11
281 2022 SE FT Data Engineer 135000 USD 135000 PR 100 PR M 3 33
282 2023 SE FT Data Analyst 187000 USD 187000 US 0 US M 3 11
283 2022 MI FT Data Analyst 160000 USD 160000 US 0 US M 2 11
284 2022 SE FT Data Scientist 122600 USD 122600 US 0 US M 3 11
285 2023 SE FT Data Analyst 48000 EUR 51508 ES 0 ES M 3 12
286 2023 SE FT Data Engineer 221484 USD 221484 US 0 US M 3 11
287 2022 SE FT Data Science Manager 137141 USD 137141 US 100 US M 3 11
288 2020 EX FT Staff Data Analyst 15000 USD 15000 NG 0 CA M 1 36
289 2023 SE FT Machine Learning Engineer 135000 USD 135000 US 0 US M 3 11
290 2023 SE FT Deep Learning Researcher 115000 EUR 123405 DE 0 DE L 3 7
291 2023 SE FT Machine Learning Engineer 200000 USD 200000 US 100 US M 3 11
292 2023 SE FT Data Architect 115000 USD 115000 US 100 US M 3 11
293 2023 SE FT Data Scientist 138784 USD 138784 US 100 US M 3 11
294 2022 SE FT Data Scientist 141525 USD 141525 US 100 US M 3 11
295 2022 SE FT Data Analyst 127000 USD 127000 US 100 US M 3 11
296 2023 SE FT Data Engineer 240500 USD 240500 US 0 US L 3 11
297 2022 MI FT Data Scientist 47000 GBP 57872 GB 50 GB M 2 8
298 2022 SE FT Data Analyst 50000 GBP 61566 GB 0 GB M 3 8
299 2022 SE FT Product Data Scientist 8000 USD 8000 IN 100 SG L 3 47
300 2023 SE FT Machine Learning Engineer 128280 USD 128280 US 0 US M 3 11
301 2022 SE FT Data Engineer 185900 USD 185900 US 0 US M 3 11
302 2023 SE FT Data Analyst 160000 USD 160000 US 100 US M 3 11
303 2023 SE FT Data Analyst 138900 USD 138900 US 0 US M 3 11
304 2022 SE FT Data Scientist 165220 USD 165220 US 100 US M 3 11
305 2022 MI FT Machine Learning Researcher 100000 USD 100000 US 100 US M 2 11
306 2023 SE FT Data Scientist 225000 USD 225000 US 0 US M 3 11
307 2023 SE FT Data Engineer 153000 USD 153000 CA 100 CA M 3 6
308 2023 SE FT Data Scientist 297300 USD 297300 US 100 US M 3 11
309 2023 SE FT Data Scientist 200000 USD 200000 US 100 US M 3 11
310 2023 SE FT Data Engineer 160000 USD 160000 US 100 US M 3 11
311 2022 SE FT ETL Developer 63000 USD 63000 US 100 US M 3 11
312 2023 SE FT Data Scientist 90700 USD 90700 US 0 US M 3 11
313 2023 SE FT Data Engineer 178500 USD 178500 US 100 US M 3 11
314 2023 EN FT Data Engineer 65000 USD 65000 US 0 US M 0 11
315 2022 MI FT Data Scientist 55000 GBP 67723 GB 0 GB M 2 8
316 2023 SE FT Analytics Engineer 87000 USD 87000 US 0 US M 3 11
317 2023 MI FT Machine Learning Engineer 175000 USD 175000 US 0 US M 2 11
318 2022 SE FT Data Engineer 100000 USD 100000 US 0 US M 3 11
319 2022 SE FT Data Science Consultant 139000 USD 139000 US 0 US M 3 11
320 2023 SE FT Research Scientist 110000 USD 110000 US 100 US M 3 11
321 2023 SE FT Data Engineer 226700 USD 226700 US 0 US M 3 11
322 2022 SE FT Data Engineer 150000 USD 150000 US 100 US M 3 11
323 2023 SE FT Data Analyst 128000 USD 128000 US 0 US M 3 11
324 2022 SE FT Data Engineer 25000 USD 25000 US 100 US M 3 11
325 2023 SE FT Data Engineer 107250 USD 107250 US 100 US M 3 11
326 2022 SE FT Machine Learning Engineer 131300 USD 131300 US 100 US L 3 11
327 2023 EN FT Data Scientist 110000 USD 110000 US 50 US S 0 11
328 2023 SE FT ML Engineer 203500 USD 203500 US 100 US M 3 11
329 2022 SE FT Data Scientist 150000 USD 150000 US 0 US M 3 11
330 2021 MI FT Data Scientist 76760 EUR 90734 DE 50 DE L 2 7
331 2022 SE FT Data Engineer 170000 USD 170000 US 0 US M 3 11
332 2023 SE FT Data Engineer 129000 USD 129000 US 0 US M 3 11
333 2022 SE FT Analytics Engineer 122500 USD 122500 US 100 US M 3 11
334 2023 SE FT Data Architect 113900 USD 113900 US 100 US M 3 11
335 2023 MI FT Data Engineer 70000 USD 70000 US 0 US M 2 11
336 2022 MI FT Data Scientist 78000 USD 78000 US 100 US M 2 11
337 2023 SE FT Machine Learning Engineer 204500 USD 204500 US 0 US M 3 11
338 2023 SE FT Data Scientist 45000 EUR 48289 ES 0 ES M 3 12
339 2023 EX FT Data Scientist 258750 USD 258750 US 0 US M 1 11
340 2023 SE FT Data Architect 280100 USD 280100 US 100 US M 3 11
341 2023 MI FT Data Architect 167500 USD 167500 US 0 US M 2 11
342 2022 MI FT Data Engineer 70000 EUR 73546 GR 100 GR M 2 24
343 2022 SE FT Machine Learning Engineer 255000 USD 255000 MX 100 MX M 3 32
344 2022 SE FT Data Engineer 115000 USD 115000 US 0 US M 3 11
345 2022 MI FT Data Scientist 110000 EUR 115573 NL 0 NL M 2 3
346 2021 MI FT Data Engineer 60000 GBP 82528 GB 100 GB L 2 8
347 2022 MI FT Data Scientist 90000 GBP 110820 GB 0 GB M 2 8
348 2023 SE FT Data Analyst 106020 USD 106020 US 0 US M 3 11
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350 2022 EN FT Data Analyst 500000 INR 6359 FR 100 IN L 0 10
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