job_id int64 | job_title string | company_size string | company_industry string | country string | remote_type string | experience_level string | years_experience int64 | education_level string | skills_python int64 | skills_sql int64 | skills_ml int64 | skills_deep_learning int64 | skills_cloud int64 | salary int64 | job_posting_month int64 | job_posting_year int64 | hiring_urgency string | job_openings int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
201 | Machine Learning Engineer | Medium | Healthcare | UK | Remote | Senior | 11 | Master | 1 | 0 | 1 | 1 | 1 | 176,727 | 3 | 2,026 | High | 3 |
202 | Data Scientist | MNC | E-commerce | Germany | Hybrid | Senior | 3 | Master | 1 | 0 | 1 | 1 | 0 | 145,781 | 11 | 2,024 | High | 6 |
203 | Data Scientist | MNC | Healthcare | Germany | Hybrid | Entry | 1 | PhD | 0 | 1 | 1 | 0 | 1 | 91,577 | 4 | 2,022 | Low | 1 |
204 | Data Engineer | Enterprise | Technology | Singapore | Remote | Senior | 10 | Master | 0 | 0 | 0 | 0 | 1 | 113,087 | 12 | 2,023 | High | 8 |
205 | Data Scientist | MNC | E-commerce | Canada | Onsite | Entry | 14 | PhD | 1 | 1 | 1 | 1 | 1 | 108,525 | 12 | 2,021 | High | 4 |
206 | Data Analyst | Startup | Retail | UK | Hybrid | Senior | 0 | Master | 1 | 0 | 0 | 1 | 1 | 120,687 | 11 | 2,024 | Low | 5 |
207 | AI Engineer | Medium | Education | Australia | Hybrid | Senior | 11 | Bachelor | 0 | 1 | 0 | 1 | 0 | 155,108 | 5 | 2,025 | High | 7 |
208 | Business Analyst | Medium | Technology | Germany | Hybrid | Mid | 10 | PhD | 0 | 1 | 0 | 0 | 0 | 73,864 | 4 | 2,021 | Medium | 3 |
209 | Machine Learning Engineer | Medium | Education | Canada | Onsite | Entry | 8 | Bachelor | 1 | 1 | 1 | 1 | 0 | 120,569 | 12 | 2,023 | High | 9 |
210 | Data Scientist | Startup | Healthcare | Australia | Onsite | Mid | 4 | Master | 1 | 1 | 1 | 1 | 0 | 109,890 | 4 | 2,021 | High | 5 |
211 | Data Scientist | Enterprise | Healthcare | India | Onsite | Entry | 5 | PhD | 0 | 0 | 1 | 0 | 1 | 78,915 | 2 | 2,021 | Low | 3 |
212 | Data Analyst | MNC | Technology | Singapore | Onsite | Mid | 3 | Bachelor | 1 | 0 | 1 | 0 | 0 | 111,659 | 10 | 2,020 | Low | 3 |
213 | Data Engineer | Enterprise | E-commerce | UK | Remote | Entry | 13 | Bachelor | 1 | 1 | 1 | 1 | 0 | 75,392 | 3 | 2,023 | High | 7 |
214 | Business Analyst | Enterprise | Healthcare | UK | Remote | Mid | 10 | PhD | 0 | 0 | 0 | 1 | 1 | 95,141 | 4 | 2,024 | Medium | 6 |
215 | Data Engineer | Enterprise | Retail | Australia | Onsite | Mid | 3 | PhD | 0 | 0 | 1 | 1 | 1 | 111,750 | 6 | 2,020 | High | 6 |
216 | Data Analyst | Medium | Retail | UK | Hybrid | Senior | 11 | Bachelor | 1 | 0 | 0 | 1 | 0 | 111,531 | 3 | 2,026 | High | 9 |
217 | AI Engineer | Medium | Education | Canada | Remote | Entry | 8 | Master | 1 | 0 | 1 | 1 | 0 | 116,762 | 9 | 2,022 | High | 5 |
218 | Data Engineer | Medium | Finance | Germany | Onsite | Mid | 12 | Bachelor | 1 | 1 | 0 | 1 | 0 | 92,183 | 1 | 2,025 | High | 7 |
219 | AI Engineer | Enterprise | Retail | Australia | Hybrid | Entry | 4 | PhD | 0 | 1 | 1 | 0 | 0 | 107,156 | 9 | 2,024 | Low | 1 |
220 | Data Scientist | MNC | Retail | USA | Hybrid | Entry | 6 | Bachelor | 0 | 1 | 1 | 1 | 1 | 111,748 | 6 | 2,024 | High | 9 |
221 | Data Analyst | Medium | Technology | USA | Remote | Senior | 6 | PhD | 1 | 1 | 1 | 1 | 1 | 135,193 | 8 | 2,021 | High | 3 |
222 | Data Analyst | Enterprise | Finance | USA | Onsite | Mid | 5 | Master | 0 | 1 | 0 | 0 | 1 | 88,921 | 11 | 2,022 | Low | 6 |
223 | AI Engineer | Medium | Finance | USA | Remote | Entry | 2 | Bachelor | 1 | 1 | 0 | 1 | 0 | 105,808 | 6 | 2,020 | Low | 4 |
224 | Data Engineer | Startup | Education | UK | Remote | Mid | 4 | PhD | 0 | 0 | 1 | 1 | 1 | 116,376 | 9 | 2,024 | High | 6 |
225 | Data Scientist | Startup | Finance | Canada | Onsite | Senior | 6 | PhD | 0 | 0 | 0 | 1 | 0 | 115,002 | 1 | 2,023 | Low | 3 |
226 | Data Analyst | MNC | E-commerce | Canada | Remote | Entry | 12 | Bachelor | 1 | 0 | 1 | 1 | 0 | 103,365 | 7 | 2,025 | High | 8 |
227 | Business Analyst | Enterprise | Finance | Singapore | Hybrid | Mid | 3 | Master | 1 | 0 | 0 | 1 | 1 | 96,774 | 12 | 2,023 | Low | 5 |
228 | Data Scientist | Startup | Technology | India | Onsite | Senior | 6 | Bachelor | 1 | 0 | 0 | 0 | 1 | 106,842 | 11 | 2,024 | Low | 2 |
229 | Machine Learning Engineer | Medium | Healthcare | UK | Hybrid | Entry | 6 | Bachelor | 1 | 0 | 1 | 1 | 0 | 116,628 | 6 | 2,022 | High | 5 |
230 | Data Engineer | MNC | Healthcare | USA | Remote | Mid | 10 | PhD | 0 | 0 | 0 | 0 | 1 | 109,428 | 1 | 2,026 | Medium | 5 |
231 | Data Scientist | Enterprise | Finance | Australia | Remote | Mid | 1 | PhD | 1 | 0 | 0 | 0 | 0 | 73,259 | 12 | 2,021 | Low | 5 |
232 | Data Analyst | Enterprise | Technology | Germany | Onsite | Entry | 6 | PhD | 1 | 0 | 1 | 1 | 1 | 86,141 | 4 | 2,023 | High | 9 |
233 | Data Scientist | MNC | Healthcare | Germany | Remote | Senior | 7 | Bachelor | 0 | 0 | 0 | 1 | 0 | 132,011 | 3 | 2,022 | Low | 2 |
234 | Data Analyst | Medium | Retail | USA | Remote | Mid | 7 | Bachelor | 1 | 1 | 1 | 1 | 1 | 111,054 | 4 | 2,020 | High | 6 |
235 | Business Analyst | Medium | E-commerce | Australia | Onsite | Senior | 12 | PhD | 1 | 1 | 0 | 1 | 1 | 122,309 | 11 | 2,024 | Medium | 3 |
236 | Business Analyst | Medium | Healthcare | Canada | Hybrid | Entry | 9 | Bachelor | 1 | 0 | 0 | 0 | 1 | 55,785 | 12 | 2,020 | Medium | 4 |
237 | Data Scientist | Startup | E-commerce | UK | Onsite | Mid | 12 | Bachelor | 1 | 1 | 1 | 1 | 0 | 102,352 | 2 | 2,024 | High | 5 |
238 | Data Engineer | Startup | Retail | Singapore | Onsite | Senior | 1 | Master | 1 | 0 | 0 | 1 | 0 | 110,382 | 12 | 2,024 | Low | 5 |
239 | AI Engineer | Enterprise | Technology | UK | Remote | Senior | 2 | Bachelor | 0 | 0 | 1 | 0 | 1 | 166,652 | 1 | 2,022 | Low | 3 |
240 | AI Engineer | Medium | Education | USA | Hybrid | Senior | 6 | Bachelor | 0 | 1 | 1 | 0 | 0 | 153,730 | 11 | 2,024 | Low | 5 |
241 | Machine Learning Engineer | Enterprise | Education | Canada | Onsite | Mid | 5 | Bachelor | 0 | 0 | 1 | 0 | 0 | 126,960 | 10 | 2,023 | High | 8 |
242 | Data Engineer | Startup | Retail | UK | Hybrid | Mid | 6 | PhD | 1 | 1 | 1 | 0 | 0 | 87,454 | 11 | 2,022 | High | 8 |
243 | Data Scientist | Enterprise | Healthcare | USA | Onsite | Entry | 10 | Master | 1 | 1 | 0 | 0 | 0 | 54,094 | 3 | 2,026 | Medium | 4 |
244 | Data Scientist | MNC | Technology | Canada | Remote | Entry | 0 | Bachelor | 1 | 1 | 0 | 0 | 1 | 77,490 | 5 | 2,024 | Low | 3 |
245 | Data Engineer | Startup | Healthcare | Australia | Remote | Mid | 2 | PhD | 1 | 1 | 1 | 1 | 1 | 111,999 | 12 | 2,021 | High | 5 |
246 | Data Scientist | MNC | Retail | Australia | Remote | Mid | 2 | PhD | 0 | 1 | 1 | 1 | 0 | 128,733 | 7 | 2,022 | High | 8 |
247 | Data Scientist | MNC | Finance | Canada | Remote | Senior | 12 | Bachelor | 1 | 1 | 0 | 1 | 1 | 148,448 | 4 | 2,022 | High | 9 |
248 | Machine Learning Engineer | Enterprise | Finance | India | Hybrid | Mid | 14 | Master | 1 | 0 | 0 | 1 | 0 | 127,092 | 3 | 2,022 | Medium | 2 |
249 | Data Engineer | MNC | Healthcare | USA | Onsite | Mid | 11 | Master | 1 | 1 | 1 | 1 | 1 | 132,555 | 2 | 2,026 | High | 8 |
250 | Data Analyst | MNC | Education | Australia | Onsite | Senior | 12 | Master | 0 | 0 | 0 | 0 | 0 | 120,789 | 5 | 2,024 | High | 9 |
251 | Business Analyst | Enterprise | E-commerce | UK | Remote | Entry | 14 | Master | 0 | 0 | 0 | 1 | 1 | 75,575 | 6 | 2,023 | Medium | 4 |
252 | AI Engineer | MNC | Healthcare | Australia | Hybrid | Mid | 7 | Bachelor | 0 | 1 | 1 | 0 | 1 | 161,919 | 2 | 2,023 | High | 7 |
253 | Data Engineer | Medium | Healthcare | India | Onsite | Senior | 11 | Bachelor | 0 | 0 | 0 | 0 | 0 | 98,167 | 6 | 2,025 | Medium | 2 |
254 | Data Scientist | Enterprise | Healthcare | USA | Hybrid | Entry | 12 | Bachelor | 1 | 0 | 0 | 0 | 0 | 49,232 | 11 | 2,021 | Medium | 3 |
255 | AI Engineer | MNC | Technology | India | Onsite | Senior | 2 | Bachelor | 0 | 1 | 1 | 1 | 1 | 203,662 | 10 | 2,024 | High | 3 |
256 | Data Scientist | MNC | Retail | USA | Onsite | Mid | 6 | PhD | 0 | 0 | 0 | 0 | 0 | 93,607 | 12 | 2,022 | Low | 1 |
257 | Data Scientist | MNC | Finance | Australia | Remote | Entry | 2 | PhD | 1 | 0 | 1 | 0 | 0 | 85,423 | 7 | 2,023 | Low | 6 |
258 | Data Scientist | Enterprise | Healthcare | Australia | Onsite | Entry | 8 | PhD | 0 | 1 | 0 | 0 | 1 | 59,424 | 6 | 2,022 | Medium | 2 |
259 | Data Engineer | MNC | Education | USA | Remote | Senior | 12 | Bachelor | 1 | 0 | 1 | 1 | 0 | 152,170 | 12 | 2,025 | High | 4 |
260 | AI Engineer | MNC | E-commerce | Germany | Hybrid | Mid | 3 | Bachelor | 0 | 1 | 0 | 0 | 0 | 134,213 | 6 | 2,021 | High | 9 |
261 | Business Analyst | MNC | E-commerce | India | Hybrid | Entry | 5 | Bachelor | 1 | 1 | 1 | 0 | 1 | 98,088 | 3 | 2,026 | Low | 3 |
262 | Data Engineer | Startup | Technology | Australia | Remote | Senior | 3 | Bachelor | 1 | 1 | 1 | 1 | 0 | 129,214 | 12 | 2,026 | High | 4 |
263 | Data Scientist | MNC | Technology | India | Onsite | Mid | 9 | Bachelor | 0 | 0 | 1 | 0 | 1 | 119,063 | 5 | 2,020 | Medium | 5 |
264 | Data Scientist | Enterprise | Healthcare | Singapore | Remote | Mid | 4 | PhD | 1 | 0 | 0 | 1 | 0 | 89,552 | 11 | 2,020 | Low | 3 |
265 | Data Scientist | MNC | E-commerce | Australia | Onsite | Senior | 8 | Bachelor | 0 | 1 | 1 | 1 | 0 | 154,433 | 4 | 2,021 | High | 7 |
266 | Data Scientist | Enterprise | E-commerce | Germany | Hybrid | Senior | 11 | PhD | 1 | 0 | 0 | 0 | 1 | 105,025 | 9 | 2,021 | High | 7 |
267 | Data Analyst | Startup | Retail | UK | Remote | Entry | 14 | PhD | 1 | 0 | 0 | 0 | 0 | 45,215 | 6 | 2,023 | Medium | 4 |
268 | Data Scientist | Enterprise | Finance | Australia | Hybrid | Mid | 1 | Bachelor | 0 | 1 | 1 | 0 | 0 | 90,685 | 1 | 2,021 | High | 8 |
269 | Data Engineer | Enterprise | Healthcare | Singapore | Remote | Mid | 13 | Bachelor | 0 | 1 | 1 | 1 | 1 | 111,932 | 3 | 2,025 | High | 2 |
270 | Data Engineer | Startup | Technology | Canada | Onsite | Entry | 10 | Bachelor | 0 | 1 | 0 | 0 | 1 | 64,467 | 8 | 2,022 | Medium | 6 |
271 | Machine Learning Engineer | Medium | Finance | Germany | Onsite | Entry | 1 | Bachelor | 0 | 0 | 0 | 1 | 1 | 119,475 | 12 | 2,022 | Low | 2 |
272 | Business Analyst | Enterprise | E-commerce | India | Remote | Senior | 4 | PhD | 1 | 1 | 1 | 0 | 1 | 123,423 | 4 | 2,026 | High | 8 |
273 | Data Engineer | Startup | Retail | Singapore | Remote | Senior | 5 | Master | 0 | 1 | 1 | 0 | 0 | 111,636 | 12 | 2,023 | Low | 4 |
274 | Machine Learning Engineer | Enterprise | Retail | Canada | Hybrid | Mid | 7 | PhD | 1 | 0 | 1 | 0 | 0 | 129,444 | 3 | 2,023 | High | 9 |
275 | Business Analyst | Startup | Healthcare | Germany | Remote | Mid | 10 | PhD | 1 | 0 | 0 | 1 | 0 | 88,824 | 3 | 2,023 | High | 7 |
276 | AI Engineer | Startup | Education | UK | Onsite | Entry | 10 | PhD | 1 | 1 | 0 | 1 | 0 | 104,956 | 4 | 2,024 | Medium | 4 |
277 | Data Analyst | Medium | Technology | USA | Hybrid | Entry | 9 | Master | 0 | 1 | 1 | 0 | 1 | 74,200 | 5 | 2,021 | High | 9 |
278 | Data Scientist | Startup | Education | India | Remote | Entry | 3 | Bachelor | 0 | 1 | 0 | 1 | 0 | 66,242 | 12 | 2,021 | Low | 5 |
279 | Data Analyst | Enterprise | E-commerce | Germany | Onsite | Senior | 6 | PhD | 1 | 1 | 0 | 0 | 1 | 114,065 | 4 | 2,026 | Low | 4 |
280 | Machine Learning Engineer | MNC | E-commerce | Canada | Remote | Senior | 13 | PhD | 1 | 1 | 0 | 0 | 1 | 167,468 | 1 | 2,022 | Medium | 3 |
281 | Data Analyst | MNC | E-commerce | Germany | Hybrid | Entry | 3 | Master | 0 | 1 | 0 | 0 | 0 | 72,415 | 4 | 2,026 | Low | 5 |
282 | Business Analyst | Startup | Education | Canada | Hybrid | Entry | 12 | Bachelor | 0 | 1 | 1 | 1 | 0 | 84,865 | 8 | 2,026 | High | 9 |
283 | Data Engineer | Startup | E-commerce | Germany | Onsite | Senior | 14 | Master | 1 | 1 | 1 | 1 | 0 | 128,240 | 5 | 2,024 | High | 4 |
284 | Machine Learning Engineer | Medium | Education | Australia | Remote | Entry | 2 | PhD | 1 | 0 | 1 | 1 | 0 | 118,811 | 7 | 2,025 | High | 6 |
285 | Business Analyst | Medium | E-commerce | USA | Onsite | Senior | 9 | PhD | 1 | 1 | 0 | 1 | 0 | 119,168 | 11 | 2,021 | High | 9 |
286 | Data Engineer | Startup | Finance | Germany | Onsite | Entry | 4 | PhD | 0 | 1 | 0 | 0 | 0 | 47,610 | 4 | 2,020 | High | 9 |
287 | Data Scientist | Enterprise | Healthcare | Singapore | Onsite | Senior | 0 | Master | 0 | 0 | 1 | 0 | 0 | 113,664 | 2 | 2,022 | High | 9 |
288 | Data Scientist | Startup | Finance | Canada | Hybrid | Mid | 2 | Bachelor | 0 | 0 | 0 | 1 | 1 | 99,287 | 1 | 2,020 | High | 7 |
289 | Data Analyst | Medium | Technology | Germany | Hybrid | Entry | 10 | PhD | 1 | 0 | 1 | 1 | 1 | 86,293 | 2 | 2,024 | High | 1 |
290 | AI Engineer | MNC | Retail | Canada | Onsite | Mid | 0 | Bachelor | 0 | 1 | 0 | 0 | 0 | 136,426 | 6 | 2,024 | Low | 5 |
291 | Data Engineer | Enterprise | Retail | Germany | Onsite | Senior | 8 | Master | 1 | 0 | 1 | 1 | 0 | 128,093 | 3 | 2,020 | High | 2 |
292 | Business Analyst | MNC | Education | Singapore | Onsite | Mid | 2 | PhD | 0 | 1 | 1 | 1 | 1 | 130,112 | 12 | 2,025 | High | 1 |
293 | Business Analyst | Enterprise | E-commerce | UK | Remote | Mid | 4 | Bachelor | 0 | 1 | 1 | 0 | 1 | 98,104 | 2 | 2,020 | High | 8 |
294 | Data Analyst | Medium | E-commerce | UK | Hybrid | Mid | 6 | PhD | 1 | 0 | 0 | 1 | 1 | 104,741 | 7 | 2,022 | High | 7 |
295 | Data Engineer | Startup | Technology | Canada | Hybrid | Senior | 8 | Master | 0 | 1 | 1 | 1 | 0 | 125,517 | 10 | 2,024 | High | 1 |
296 | AI Engineer | Medium | Finance | Canada | Hybrid | Mid | 0 | Bachelor | 0 | 0 | 1 | 0 | 0 | 131,241 | 9 | 2,022 | Low | 3 |
297 | Machine Learning Engineer | MNC | Healthcare | Australia | Hybrid | Mid | 6 | PhD | 0 | 0 | 0 | 0 | 1 | 142,600 | 6 | 2,023 | Low | 4 |
298 | AI Engineer | Enterprise | Technology | UK | Onsite | Mid | 4 | Master | 1 | 1 | 0 | 1 | 0 | 132,519 | 6 | 2,020 | High | 9 |
299 | Data Analyst | MNC | Retail | Germany | Hybrid | Entry | 2 | Bachelor | 1 | 0 | 1 | 0 | 0 | 82,994 | 5 | 2,022 | Low | 6 |
300 | Data Engineer | MNC | Healthcare | Australia | Remote | Entry | 0 | Bachelor | 0 | 1 | 0 | 0 | 0 | 65,082 | 1 | 2,021 | Low | 4 |
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