Split (1)

train · 30k rows

Job Title stringclasses 639 values	Industry stringclasses 8 values	Job Status stringclasses 2 values	AI Impact Level stringclasses 3 values	Median Salary (USD) float64 30k 150k	Required Education stringclasses 5 values	Experience Required (Years) int64 0 20	Job Openings (2024) int64 100 10k	Projected Openings (2030) int64 100 10k	Remote Work Ratio (%) float64 0 100	Automation Risk (%) float64 0 100	Location stringclasses 8 values	Gender Diversity (%) float64 20 80
Petroleum engineer	Healthcare	Decreasing	Moderate	47,291.39	PhD	4	9,874	8,279	44.42	36.64	India	39.32
Health service manager	Education	Increasing	Moderate	109,893.39	Associate Degree	7	2,214	3,221	52.37	98.7	India	60.35
Planning and development surveyor	Finance	Decreasing	High	120,998.27	PhD	7	9,965	5,384	73.99	70.91	Canada	59.41
Estate agent	Manufacturing	Decreasing	High	129,191.86	Bachelor’s Degree	19	5,930	1,998	19.42	29.27	USA	38.27
Scientist, research (life sciences)	Manufacturing	Decreasing	Moderate	30,183.23	High School	13	1,702	3,499	53.44	32.95	China	36.23
Surveyor, mining	Transportation	Increasing	High	133,839.11	Bachelor’s Degree	3	4,087	6,573	77.49	97.02	USA	21.32
Producer, radio	IT	Increasing	Moderate	149,177.06	Bachelor’s Degree	2	6,372	7,684	91.13	96.09	Brazil	22.37
Engineer, materials	Healthcare	Decreasing	High	128,939.27	Bachelor’s Degree	3	4,674	940	90.24	35.11	Australia	69.63
Surveyor, insurance	Transportation	Decreasing	High	34,467.8	PhD	11	8,595	2,356	90.03	73.46	UK	48.23
Ceramics designer	Transportation	Increasing	Low	48,498.17	Master’s Degree	10	166	4,234	31.04	59.56	China	24.35
Public librarian	Manufacturing	Decreasing	High	112,694.29	Bachelor’s Degree	0	7,127	786	41.21	38.49	Germany	31.11
Drilling engineer	Finance	Decreasing	Moderate	117,168.13	Master’s Degree	19	1,803	6,270	14.21	64.99	UK	73.77
Economist	IT	Increasing	Low	85,839.95	Master’s Degree	7	370	8,428	16.21	20.95	USA	24.91
Electronics engineer	Entertainment	Decreasing	Moderate	41,568.32	Associate Degree	7	1,641	8,446	9.91	20.58	India	48.74
Farm manager	Healthcare	Decreasing	Moderate	122,482.55	Bachelor’s Degree	18	6,336	9,949	25.45	87.64	Australia	69.66
Location manager	Transportation	Increasing	Low	128,987.36	High School	10	316	6,617	43.49	87.46	UK	71.1
Amenity horticulturist	Education	Increasing	High	144,279.99	High School	6	581	6,806	16.19	11.67	Germany	71.64
Special educational needs teacher	Education	Increasing	Low	103,008.1	Bachelor’s Degree	20	9,655	8,179	14.69	97.36	Brazil	23.19
Mental health nurse	Education	Decreasing	High	63,364.07	PhD	8	9,737	3,603	51.88	81.05	Brazil	24.48
Hydrologist	Transportation	Increasing	Low	106,420.71	Bachelor’s Degree	20	6,636	6,527	1.66	49.82	Canada	40.94
Bonds trader	Manufacturing	Increasing	Moderate	129,374.84	Associate Degree	18	7,815	9,402	75.29	70.53	India	79.53
Product manager	Healthcare	Increasing	Low	123,066.75	PhD	2	9,481	4,889	56	63.09	China	22.03
Production assistant, television	Entertainment	Increasing	Low	109,282.35	Associate Degree	3	994	1,417	24.76	4.89	China	55.65
Minerals surveyor	Finance	Increasing	Moderate	49,382.62	Bachelor’s Degree	1	3,742	4,073	79.82	91.02	India	38.2
Engineer, chemical	Finance	Increasing	Moderate	66,741.46	Master’s Degree	13	2,992	3,517	62.79	5.14	Canada	46.21
Environmental health practitioner	Healthcare	Increasing	Low	99,117.62	High School	18	765	3,065	85.55	40.52	Germany	77.9
Investment analyst	Entertainment	Increasing	Low	130,282.87	Master’s Degree	14	3,230	2,863	37.1	84.85	Brazil	33.92
Media buyer	Healthcare	Increasing	High	104,463.36	PhD	4	4,375	6,430	31.99	89.55	China	37.56
Aeronautical engineer	IT	Decreasing	Moderate	49,214.16	PhD	8	419	6,273	77.76	32.14	Canada	75.99
Teacher, early years/pre	Healthcare	Decreasing	Low	123,289.32	Master’s Degree	18	6,949	1,766	10.19	40.26	Germany	67.83
Librarian, public	Entertainment	Increasing	Moderate	40,138.82	High School	14	4,461	3,641	18.31	81.81	USA	53.25
Scientist, product/process development	Healthcare	Increasing	Low	88,443.27	PhD	16	121	8,613	5.53	15.39	Germany	55.01
Civil Service fast streamer	Transportation	Increasing	Moderate	127,590.49	Associate Degree	5	1,028	2,850	80.8	86.4	Australia	64.9
Hospital doctor	Retail	Increasing	Low	68,766.22	Master’s Degree	4	2,402	6,663	72.03	98.8	China	29.92
Aid worker	IT	Increasing	High	65,837.11	Bachelor’s Degree	3	9,480	7,096	96.22	20.69	Canada	23.03
Chartered accountant	Manufacturing	Increasing	Low	50,235.18	Bachelor’s Degree	20	8,311	9,401	86.15	63.28	Australia	31.36
Chiropodist	Healthcare	Increasing	Low	85,545.38	Master’s Degree	8	1,744	2,315	93.73	37.04	USA	31.73
Chief of Staff	Manufacturing	Decreasing	Moderate	98,958.74	Bachelor’s Degree	17	7,923	1,834	98.04	67.52	USA	46
Environmental health practitioner	Healthcare	Increasing	High	142,616.86	Bachelor’s Degree	8	8,830	7,825	0.06	37.76	Australia	63.4
Scientist, biomedical	Retail	Decreasing	Low	125,383.44	Associate Degree	0	618	8,944	93.99	40.74	USA	61.43
Designer, fashion/clothing	Healthcare	Decreasing	Low	113,297.32	Associate Degree	8	9,548	7,281	82.78	79.61	USA	27.5
Information systems manager	Transportation	Increasing	High	113,991.59	Associate Degree	12	7,530	390	69.98	87.79	USA	71.88
Broadcast presenter	Finance	Increasing	Low	76,181.86	High School	6	6,281	7,520	49.96	12.27	Brazil	20.76
Physiotherapist	Finance	Increasing	Low	54,341.13	Associate Degree	17	6,967	6,939	69.48	10.07	Germany	44.41
Aid worker	Healthcare	Increasing	Moderate	77,429.82	High School	19	3,023	7,599	42.83	81.12	UK	55.33
Oceanographer	Manufacturing	Increasing	High	70,841.05	Bachelor’s Degree	11	4,046	1,708	37.3	7.09	Australia	33.01
Interior and spatial designer	IT	Increasing	Low	94,442.2	Master’s Degree	12	7,885	4,787	92.82	8.66	USA	68.68
Clinical biochemist	Entertainment	Increasing	Moderate	68,850.84	High School	9	9,336	8,675	35.99	17.15	Australia	69.08
Engineer, manufacturing systems	Transportation	Decreasing	High	149,781.35	PhD	8	331	9,524	68.44	76.12	China	37.94
Charity officer	Education	Increasing	Moderate	77,432.87	High School	3	152	5,053	13.01	80.8	India	53.82
Tax inspector	Education	Decreasing	Low	144,115.67	Bachelor’s Degree	3	5,237	2,017	96.21	85.85	Canada	49.69
Journalist, newspaper	Education	Decreasing	Low	95,081.03	Associate Degree	15	2,526	5,731	52.5	74.24	India	23.16
Commissioning editor	Retail	Increasing	High	47,537.77	Bachelor’s Degree	6	4,198	7,195	2.01	70.85	India	65.91
IT sales professional	Healthcare	Increasing	Low	130,970.36	High School	16	4,177	5,593	17.66	37.95	Australia	21.92
Engineer, civil (consulting)	Healthcare	Increasing	Low	59,210.07	PhD	12	3,200	4,919	32.7	71.96	Canada	64.95
Counselling psychologist	Healthcare	Increasing	Moderate	72,058.61	PhD	2	7,485	6,442	87.66	37.7	Brazil	30.52
Engineer, manufacturing systems	Finance	Increasing	Moderate	109,356.55	Master’s Degree	10	9,596	9,947	93.72	32.66	China	75.6
Community pharmacist	Entertainment	Decreasing	Low	142,963.7	High School	16	8,857	5,261	56.22	13.86	India	31.9
Automotive engineer	Healthcare	Decreasing	High	109,415.32	PhD	1	8,244	2,582	3.67	70.81	USA	22.04
Acupuncturist	IT	Increasing	High	117,834.71	PhD	6	6,486	2,155	75.96	65.79	Canada	47.88
Teacher, music	Manufacturing	Decreasing	Low	145,798.12	Bachelor’s Degree	4	2,141	8,092	15.59	41.89	Brazil	57.73
Electrical engineer	Education	Increasing	Moderate	57,580.63	Associate Degree	4	2,067	8,768	71.18	66.32	UK	22.9
Theatre manager	Manufacturing	Increasing	High	44,557.58	Bachelor’s Degree	7	8,600	8,451	49.05	83.13	Brazil	65.64
Sales promotion account executive	Finance	Decreasing	Low	34,014.29	Bachelor’s Degree	4	9,153	4,251	72.94	70.21	India	48.75
Multimedia programmer	Entertainment	Increasing	Low	56,135.47	Associate Degree	4	1,229	7,369	66.08	21.61	USA	23.48
Theatre manager	Entertainment	Increasing	High	91,977.75	PhD	3	4,837	6,074	33.76	25.2	China	54.17
Health promotion specialist	Transportation	Increasing	Low	82,613.9	Master’s Degree	19	8,168	247	94.57	80.17	USA	78.47
Mechanical engineer	Healthcare	Decreasing	High	139,546.53	Master’s Degree	2	8,634	6,057	20.93	36.43	India	23.45
Public relations officer	Healthcare	Decreasing	Moderate	114,687.7	High School	17	1,573	4,576	39.34	59.74	USA	32.08
Television production assistant	Healthcare	Decreasing	High	116,137.46	Master’s Degree	20	6,994	7,015	90.45	94.18	Canada	72.82
Surgeon	Transportation	Decreasing	High	53,663.8	High School	17	4,610	349	46.16	53.06	India	43.59
Clinical psychologist	Education	Decreasing	High	65,559.22	Associate Degree	8	3,836	7,536	98.5	44.05	Australia	70.7
Buyer, industrial	Entertainment	Decreasing	Low	97,707.95	Associate Degree	19	3,744	7,692	80.78	8.84	India	33.25
Geochemist	Finance	Decreasing	Low	125,897.7	Master’s Degree	14	2,633	6,432	9.43	12.37	Germany	51.42
Designer, jewellery	Transportation	Decreasing	Moderate	112,131.52	High School	0	224	8,836	66.38	49.41	USA	28.07
Psychiatrist	Education	Increasing	Moderate	62,451.48	Bachelor’s Degree	7	888	1,424	56.65	60.73	USA	57.72
Surveyor, land/geomatics	Entertainment	Increasing	Moderate	40,789.83	Associate Degree	0	9,761	5,197	34.55	4.13	USA	41.54
Health and safety inspector	Finance	Decreasing	High	80,088.65	PhD	1	2,618	8,552	42.17	85.67	China	32.31
Hydrogeologist	Transportation	Decreasing	Moderate	136,572.76	Associate Degree	9	3,166	1,962	95.26	2.92	Canada	71.56
Professor Emeritus	Education	Decreasing	Low	97,488.67	High School	15	6,982	2,981	64.6	50.43	Canada	78.54
Systems developer	Healthcare	Decreasing	High	41,201.94	High School	10	4,649	7,882	14.39	51.91	Brazil	22.4
Civil engineer, contracting	Education	Decreasing	Low	131,949.79	Associate Degree	10	2,686	5,686	55.48	60.19	China	54.35
Psychotherapist	Education	Increasing	High	79,089.3	PhD	15	7,630	8,829	34.24	73.65	Australia	31.35
Economist	Retail	Decreasing	Low	34,690.02	Associate Degree	11	2,224	4,485	94.27	88.99	USA	75.8
Social worker	Transportation	Increasing	Low	48,640.55	PhD	9	9,839	2,285	84.16	86.6	USA	42.18
Materials engineer	Education	Increasing	High	107,480.14	Associate Degree	9	8,209	9,061	3.82	54.8	Brazil	42.87
Economist	Healthcare	Decreasing	Low	95,776.98	PhD	9	9,570	2,719	67.1	83	USA	68.78
Ecologist	IT	Decreasing	Low	72,609.75	High School	11	1,667	1,006	48.97	74.45	UK	72.09
Surveyor, mining	Healthcare	Increasing	Low	112,087.25	Master’s Degree	0	1,719	9,407	24.92	55.04	UK	33.86
Engineer, maintenance (IT)	Entertainment	Decreasing	Moderate	139,712.5	Master’s Degree	10	170	8,989	39.05	82.25	USA	24.96
Producer, television/film/video	Manufacturing	Decreasing	Low	77,192.8	Bachelor’s Degree	5	8,599	5,317	6.09	89.44	Australia	68.48
Building surveyor	Transportation	Increasing	Low	62,828.37	Bachelor’s Degree	6	4,099	6,401	79.93	71.86	USA	29.77
Radio broadcast assistant	Retail	Decreasing	High	51,791.67	PhD	1	8,219	8,073	84.11	13.02	Brazil	23.01
Lexicographer	Entertainment	Increasing	Low	55,760.02	Associate Degree	12	503	1,346	67.15	96.86	Australia	75.13
Research officer, political party	Education	Decreasing	High	59,454.94	High School	19	6,704	5,261	0.23	8.69	India	56.43
Educational psychologist	Finance	Increasing	Moderate	42,488.01	Associate Degree	5	402	6,340	51.41	83.34	USA	53.99
Comptroller	IT	Decreasing	High	77,281.53	Master’s Degree	5	2,875	7,619	18.72	2.01	Canada	60.24
Lecturer, higher education	Manufacturing	Decreasing	High	137,571.97	Master’s Degree	9	1,122	3,444	69.87	86.68	China	64.01
Probation officer	Finance	Decreasing	High	130,153.62	Bachelor’s Degree	18	6,479	5,918	5.12	50.34	India	77.22
Science writer	Transportation	Decreasing	Moderate	113,793.89	Master’s Degree	16	7,508	2,627	63.25	76.79	USA	26.47

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