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
Sound technician, broadcasting/film/video	Manufacturing	Increasing	Moderate	107,858.12	Associate Degree	4	1,568	2,277	45.49	8.58	Australia	29.3
Exercise physiologist	Manufacturing	Decreasing	Moderate	38,098.44	PhD	15	4,561	9,745	29.47	65	China	21.37
Charity fundraiser	Entertainment	Increasing	High	89,396.08	PhD	13	1,485	7,901	21.66	27.42	UK	73.9
Volunteer coordinator	Manufacturing	Increasing	Low	64,110.39	Bachelor’s Degree	8	4,618	503	79.42	6.15	Australia	46.97
Sport and exercise psychologist	Transportation	Decreasing	Moderate	34,634.36	High School	9	1,445	8,431	39.76	0.15	Canada	42.83
Careers information officer	IT	Increasing	Low	44,616.29	Master’s Degree	0	8,759	1,961	21.95	78.18	USA	65.01
Illustrator	Entertainment	Decreasing	Moderate	109,252.44	Master’s Degree	19	3,532	2,877	68.64	12.1	India	64.88
Animal nutritionist	Retail	Decreasing	Moderate	134,551.61	PhD	9	2,006	1,499	63.25	22.5	India	48.14
Medical illustrator	Retail	Decreasing	Moderate	50,387.37	High School	7	9,588	3,110	54.35	78.2	China	54.6
Marine scientist	Healthcare	Increasing	Low	62,145.09	Bachelor’s Degree	20	908	5,230	53.9	29.02	USA	67.75
Futures trader	Finance	Decreasing	Low	65,680.54	Master’s Degree	3	4,224	8,820	10.11	85.45	Canada	49.52
Teacher, English as a foreign language	Manufacturing	Decreasing	Moderate	68,860.07	Associate Degree	5	1,268	4,689	85.42	0.96	Brazil	45.28
Occupational therapist	IT	Decreasing	High	73,136.88	High School	14	4,424	2,717	0.5	31.59	Germany	31.24
Chief Marketing Officer	Education	Increasing	Low	41,908.92	PhD	7	4,748	4,606	48.77	69.33	Germany	69.85
Geophysical data processor	Transportation	Decreasing	Moderate	139,500.27	PhD	3	9,702	8,480	9.99	7.32	Brazil	63.4
Nurse, learning disability	IT	Decreasing	High	62,613.61	PhD	17	243	6,694	77.06	88.97	UK	32.52
Psychologist, occupational	Entertainment	Decreasing	Low	120,206.9	Associate Degree	15	9,481	2,028	19.19	20.33	Australia	39.56
Dentist	Entertainment	Decreasing	Low	115,182.65	Master’s Degree	14	2,856	9,310	6.38	14.4	Germany	53.54
Garment/textile technologist	Manufacturing	Increasing	Low	81,958.04	Bachelor’s Degree	20	4,340	5,232	98.37	46.01	India	61.1
Editorial assistant	Education	Decreasing	Low	71,644.15	High School	4	3,045	1,378	81.55	3.23	China	25.9
Psychologist, forensic	IT	Decreasing	Low	65,452.56	Bachelor’s Degree	6	4,803	5,188	54.95	27.81	China	47.25
Animal nutritionist	Healthcare	Increasing	High	120,403.35	Associate Degree	10	1,909	4,486	6.5	3.78	China	46.43
Information officer	Entertainment	Decreasing	High	63,922.67	Associate Degree	8	3,749	3,871	23.78	45.19	India	27.49
Chiropractor	Retail	Increasing	High	39,063.23	Master’s Degree	16	7,619	171	25.96	4.57	Germany	29.78
Journalist, magazine	Transportation	Decreasing	Low	87,747.13	Master’s Degree	5	5,541	8,177	11.37	59.36	China	28
Armed forces operational officer	Retail	Decreasing	High	32,711.55	PhD	2	4,236	7,478	33.88	32.53	UK	72.52
Advertising copywriter	Transportation	Increasing	Moderate	116,905.6	PhD	2	2,185	4,567	15.69	49.96	Canada	60.74
IT sales professional	Education	Increasing	Low	131,535.74	PhD	14	9,371	5,079	37.31	9.83	Australia	24.34
Corporate investment banker	Healthcare	Increasing	Moderate	56,050.88	Master’s Degree	12	9,185	7,504	15.08	44.12	USA	49.53
Transport planner	Finance	Increasing	Moderate	43,050.93	PhD	4	3,427	8,781	12.68	55.56	Germany	72.34
Optometrist	Healthcare	Increasing	Moderate	89,305.37	Associate Degree	0	1,614	9,361	88.12	67.51	UK	45.37
Financial planner	Manufacturing	Increasing	Low	133,185.53	PhD	13	6,299	4,010	49.82	92.83	UK	42.36
Conservator, museum/gallery	Healthcare	Increasing	Moderate	51,527.99	Master’s Degree	20	7,946	6,972	77.38	99.61	UK	70.92
Nurse, learning disability	Finance	Increasing	Low	74,684	High School	9	271	7,737	0.85	10.04	China	24.38
Public affairs consultant	IT	Increasing	Moderate	73,645.29	Master’s Degree	2	7,217	9,462	90.12	19.41	India	73.35
Education officer, community	Retail	Increasing	Moderate	32,140.99	High School	1	9,634	8,178	20.35	20.01	Germany	50.43
Legal secretary	Finance	Decreasing	Low	42,449.41	Master’s Degree	10	4,100	1,600	37.96	42.63	Australia	74.87
Purchasing manager	Transportation	Decreasing	Moderate	66,231.58	PhD	15	5,653	1,325	34.42	89.8	Canada	38.19
Secretary, company	Education	Decreasing	Low	133,084.2	PhD	14	9,564	4,801	29.58	28.42	China	73.46
Commercial/residential surveyor	Healthcare	Decreasing	Low	94,934.48	Bachelor’s Degree	10	5,678	7,480	95.53	39.62	Australia	40.99
Chartered legal executive (England and Wales)	Manufacturing	Decreasing	High	139,024.13	High School	13	6,436	1,219	78.76	10.96	Brazil	25.5
Technical brewer	Entertainment	Increasing	Moderate	37,612.64	PhD	13	8,669	1,245	35.16	2.15	Canada	41.47
Medical physicist	Retail	Increasing	Moderate	83,524.45	Master’s Degree	19	8,799	9,420	17.1	37.49	Brazil	22.31
Psychologist, educational	Healthcare	Increasing	Low	75,665.84	High School	1	6,975	2,558	63.71	78.49	UK	49.24
Charity officer	Healthcare	Increasing	High	37,239.94	Bachelor’s Degree	6	4,187	271	41.98	8.25	India	31.71
Research scientist (maths)	Healthcare	Decreasing	Low	118,504.98	High School	18	4,417	368	45.23	3.38	Brazil	35.59
Tax inspector	Entertainment	Decreasing	Moderate	32,369.54	Bachelor’s Degree	3	8,426	6,771	57.42	4.84	India	31.13
Sales executive	Education	Decreasing	Low	144,257.7	PhD	4	6,096	4,151	54.2	10.86	China	74.59
Minerals surveyor	IT	Decreasing	Moderate	121,536.96	High School	16	6,213	1,081	34.91	5.01	USA	50.23
Database administrator	IT	Increasing	Moderate	117,924.89	High School	16	3,212	6,242	33.65	85.71	Australia	52.53
Surveyor, quantity	Manufacturing	Increasing	High	123,017.67	PhD	1	2,378	6,460	79.2	41.47	Germany	26.5
Management consultant	IT	Increasing	High	68,891.87	High School	3	9,585	1,503	61.87	90.19	India	37.78
Solicitor	Entertainment	Decreasing	Low	115,281.07	Master’s Degree	12	8,567	8,361	29.52	13.8	India	56.75
Primary school teacher	Transportation	Decreasing	Low	121,615.39	Associate Degree	19	4,887	8,294	9.86	40.64	Germany	76.15
Ecologist	Finance	Increasing	Low	53,727.95	Associate Degree	8	9,074	5,422	96.1	24.72	Germany	49.63
Patent examiner	Retail	Decreasing	High	106,521.39	High School	16	6,378	2,712	7.23	38.35	Australia	24.4
Press photographer	Healthcare	Decreasing	High	65,746.05	Associate Degree	6	2,408	4,344	23.28	97.85	UK	38.17
Television floor manager	Transportation	Decreasing	Low	95,073.76	Master’s Degree	14	8,923	3,341	57.45	31.6	Canada	64.62
Commercial horticulturist	Retail	Increasing	Moderate	97,817.37	High School	12	5,959	8,355	41.28	2.35	Canada	24.33
Mechanical engineer	Transportation	Decreasing	Moderate	75,698.43	Associate Degree	13	2,752	9,320	20.57	67.65	China	20.88
Visual merchandiser	Manufacturing	Decreasing	Low	138,453.63	High School	0	4,840	4,836	24.04	48.45	India	30.05
Administrator, Civil Service	Finance	Increasing	High	99,419.25	Bachelor’s Degree	19	2,537	7,227	7.68	32.85	Canada	50.99
Building services engineer	Manufacturing	Decreasing	Low	106,242.33	Bachelor’s Degree	7	8,411	6,111	20.71	90	USA	56.66
Location manager	Healthcare	Decreasing	High	113,191.35	High School	3	9,029	3,657	5.49	88.2	USA	68.54
Museum education officer	Entertainment	Increasing	Low	101,664.45	PhD	3	9,037	7,569	19.34	38.69	Canada	69.28
Osteopath	Retail	Decreasing	High	108,839.99	Master’s Degree	11	8,931	2,724	66.68	8.43	China	29.22
Commercial horticulturist	Entertainment	Decreasing	Moderate	42,504.06	Master’s Degree	19	8,906	8,585	43.02	49.58	Brazil	58.73
Fashion designer	IT	Decreasing	High	31,264.17	High School	6	3,894	6,101	50.28	22.59	Canada	31.9
Water quality scientist	Retail	Increasing	High	120,788.88	Bachelor’s Degree	12	5,610	2,951	4.67	19.99	USA	43.69
Environmental manager	Retail	Increasing	Low	85,227.63	PhD	20	9,148	2,747	26.01	59.23	India	79.13
Police officer	Retail	Decreasing	High	95,212.96	Associate Degree	9	2,389	3,293	2.11	10.77	USA	32.08
Ambulance person	IT	Decreasing	High	94,437.56	Bachelor’s Degree	4	1,189	851	45.31	32.62	UK	27.28
Buyer, retail	Entertainment	Decreasing	Moderate	60,342.53	PhD	8	1,702	832	10.92	87.85	Australia	33.02
Energy engineer	Manufacturing	Decreasing	Low	88,002.93	Master’s Degree	19	2,793	7,768	71.61	25.62	Canada	51.03
Purchasing manager	Healthcare	Decreasing	High	33,721.25	Bachelor’s Degree	19	6,948	7,085	47.39	22.51	UK	58.21
Mechanical engineer	Education	Decreasing	High	143,868.15	Bachelor’s Degree	9	6,814	3,364	8.47	69.43	Canada	36.05
Archaeologist	Healthcare	Increasing	High	36,465.96	High School	9	4,389	330	45.71	79.35	Brazil	67.86
Immunologist	Finance	Decreasing	Low	40,271.96	Associate Degree	18	4,904	6,402	50.66	62.57	Germany	75.97
Psychotherapist, child	Manufacturing	Decreasing	Low	48,004.97	Associate Degree	7	1,550	1,620	28.78	43.14	USA	59.43
Building control surveyor	Manufacturing	Decreasing	High	62,623.89	Associate Degree	2	4,898	6,761	19.48	3.99	China	59.89
Journalist, broadcasting	Retail	Decreasing	High	107,198.92	PhD	15	5,835	4,565	98.8	19.74	Australia	23.07
Naval architect	Transportation	Decreasing	Low	35,935.22	PhD	10	3,435	3,299	7.44	66.13	Canada	52.06
Engineer, drilling	Transportation	Decreasing	Low	143,305.4	Bachelor’s Degree	17	3,774	6,970	12.72	78.79	Australia	49.46
Biochemist, clinical	Education	Increasing	Moderate	49,212.71	PhD	6	1,761	5,171	25.77	9.89	China	32.79
Secondary school teacher	Transportation	Increasing	High	140,595.33	High School	8	8,929	2,014	69.91	71.85	UK	25.17
Housing manager/officer	Retail	Increasing	Moderate	134,926.99	PhD	11	3,581	6,865	76.65	47.07	UK	69.32
Occupational psychologist	Manufacturing	Increasing	High	89,617.24	Associate Degree	15	6,654	5,831	34.17	77.19	Canada	28.27
Medical laboratory scientific officer	Healthcare	Decreasing	Low	63,437.39	Associate Degree	16	6,159	3,467	48.27	52.23	UK	77.24
Sales promotion account executive	Manufacturing	Decreasing	Low	69,441.4	Associate Degree	7	1,757	4,842	24.3	82.93	Germany	28.87
Academic librarian	Healthcare	Decreasing	Low	40,729.43	Bachelor’s Degree	13	1,417	9,601	83.49	57.12	Canada	55.18
Location manager	Entertainment	Increasing	High	70,819.63	Master’s Degree	18	1,237	2,490	51.1	3.81	China	74.93
Radiographer, diagnostic	Entertainment	Increasing	High	128,467.07	Bachelor’s Degree	16	462	8,424	44.83	65.12	USA	25.09
Colour technologist	Transportation	Increasing	Moderate	109,565.66	PhD	0	8,303	5,377	40.31	33.34	China	58.37
Chartered certified accountant	IT	Increasing	Moderate	83,906.18	Master’s Degree	0	8,130	2,071	30.34	95.01	China	25.72
Actuary	Entertainment	Increasing	Moderate	62,186.16	High School	19	182	8,037	84.43	27.99	China	58.94
Plant breeder/geneticist	Education	Decreasing	High	70,067.45	Master’s Degree	20	946	8,811	20.67	37.67	Germany	33.83
Barista	Entertainment	Increasing	High	142,840.61	Associate Degree	11	5,610	5,451	9.41	20.33	Brazil	51.32
Colour technologist	Manufacturing	Decreasing	High	47,354	High School	13	1,709	4,466	12.94	30.78	Australia	79.56
Building surveyor	Transportation	Increasing	High	77,518.52	High School	10	4,460	8,869	23.62	27.6	India	64.87
Engineer, broadcasting (operations)	IT	Decreasing	Moderate	80,480.13	Bachelor’s Degree	0	2,713	2,476	25.81	76.13	UK	61.66

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