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
Therapist, sports	Manufacturing	Increasing	Moderate	83,069.03	Associate Degree	18	391	208	91.12	22.2	UK	36.54
Operational researcher	Manufacturing	Increasing	Low	95,366.41	Master’s Degree	12	292	6,344	96.37	86.86	India	25.52
Barrister's clerk	IT	Increasing	Low	37,854.07	PhD	14	5,114	9,427	54.63	8.6	India	23.72
Primary school teacher	IT	Decreasing	Moderate	37,930.24	Master’s Degree	14	4,618	8,794	29.42	3.09	India	35.13
Museum/gallery curator	Manufacturing	Decreasing	Moderate	47,662	Associate Degree	7	1,250	4,015	45.14	77.32	India	66.07
Restaurant manager, fast food	Entertainment	Increasing	High	149,210.87	High School	16	6,670	4,616	58.55	17.67	India	25.32
Market researcher	Retail	Increasing	Low	131,400.96	Bachelor’s Degree	10	8,823	1,258	83.97	4.72	China	29.37
Hydrographic surveyor	Entertainment	Increasing	Moderate	118,259.44	Associate Degree	0	3,036	532	57.55	13.25	China	55.39
Administrator, sports	Healthcare	Decreasing	Low	104,105.15	Associate Degree	13	4,880	5,732	85.62	82.6	India	31.94
Public relations officer	Retail	Increasing	High	63,403.54	High School	9	7,534	1,984	20.82	47.5	UK	30.08
Structural engineer	Healthcare	Decreasing	High	51,009.73	Bachelor’s Degree	1	8,821	8,414	77.77	57.67	UK	75.05
Forest/woodland manager	Transportation	Decreasing	High	113,419.91	PhD	12	6,032	1,373	23.6	32.88	Canada	57.91
Copywriter, advertising	Retail	Decreasing	High	42,330.3	Master’s Degree	0	2,466	3,874	6.43	78.85	UK	32.82
Embryologist, clinical	Healthcare	Increasing	High	56,589.18	Bachelor’s Degree	18	7,603	9,373	22.94	76.18	Canada	37.94
Engineer, broadcasting (operations)	IT	Increasing	Moderate	139,643.43	Master’s Degree	1	8,002	6,696	5.28	90.06	Germany	73.18
Architectural technologist	Retail	Decreasing	Moderate	149,155.98	Associate Degree	1	3,896	7,649	82.68	57.05	Australia	72.37
Oceanographer	Finance	Decreasing	High	107,331.69	PhD	16	106	6,753	30.49	9.95	Germany	75.93
Psychotherapist, child	Entertainment	Decreasing	High	53,469.44	High School	12	9,508	6,959	75.5	68.79	USA	62.99
Energy engineer	Finance	Increasing	Low	79,510.66	High School	17	1,805	5,397	56.19	57.15	India	41.3
Rural practice surveyor	Entertainment	Decreasing	Low	92,321.26	High School	3	6,255	7,605	63.01	32.7	Germany	59.19
Editorial assistant	Finance	Increasing	Low	128,300.46	Master’s Degree	8	5,406	9,689	94.07	41.84	UK	25.64
IT trainer	Healthcare	Increasing	High	65,535.14	High School	11	3,353	3,315	85.67	32.69	China	67.71
Sound technician, broadcasting/film/video	Finance	Decreasing	Low	44,064.8	Associate Degree	20	6,688	7,415	21	34.39	China	55.02
Therapist, speech and language	Healthcare	Decreasing	Low	32,579.31	High School	1	5,281	9,162	1.32	87.18	India	62
Retail merchandiser	Education	Decreasing	Low	94,086.63	Associate Degree	5	6,138	9,078	15.18	18.46	Canada	28.45
Radio broadcast assistant	Retail	Decreasing	Moderate	48,836.37	Associate Degree	8	4,544	9,577	68.6	37.04	Canada	22.61
Administrator, arts	Manufacturing	Increasing	High	138,172.48	Associate Degree	4	4,401	1,814	51.37	5.94	UK	43.4
Child psychotherapist	Healthcare	Decreasing	Low	73,267.19	High School	1	9,641	4,874	88.24	43.12	Brazil	58.23
Geophysical data processor	Finance	Decreasing	High	131,471.6	High School	11	937	6,428	10.75	24.45	Brazil	60.69
Art therapist	Healthcare	Increasing	Moderate	136,311.03	Associate Degree	3	4,444	4,111	41.62	50.11	USA	34.42
Learning disability nurse	Healthcare	Decreasing	Moderate	31,470.17	Master’s Degree	3	7,005	1,317	77.44	16.94	India	51.34
Marine scientist	Healthcare	Decreasing	High	43,618.17	Associate Degree	2	1,192	5,933	82.9	0.64	Canada	24.45
Freight forwarder	Transportation	Decreasing	Low	38,468.62	Master’s Degree	8	816	8,572	12.59	96.58	Brazil	30.25
Research officer, political party	IT	Decreasing	High	135,617.66	High School	3	3,776	5,915	13.26	31.73	India	37
Personnel officer	Transportation	Increasing	Low	89,565.74	Associate Degree	1	2,954	6,905	32.06	31.5	Germany	24.64
Telecommunications researcher	Manufacturing	Decreasing	Moderate	99,254.59	PhD	15	3,370	1,770	59.01	89.18	India	78.48
Building surveyor	Education	Increasing	Moderate	137,078.44	Associate Degree	2	1,712	6,974	96.73	1.19	India	20.87
Insurance account manager	Finance	Decreasing	Moderate	88,751.63	Associate Degree	12	132	3,465	57.47	50.52	Australia	46.06
Facilities manager	Education	Decreasing	Moderate	93,798.77	Associate Degree	18	6,655	3,606	84.63	59.7	Canada	67.22
Investment analyst	Education	Increasing	High	56,176.24	Associate Degree	17	8,700	1,678	86.83	50.77	India	79.81
Advertising art director	Finance	Decreasing	Low	64,785.27	Master’s Degree	16	164	6,170	94.81	30.12	Canada	70.66
Sales promotion account executive	Transportation	Decreasing	High	47,570.86	Associate Degree	6	7,882	8,036	79.76	97.24	Australia	54.23
Drilling engineer	Education	Increasing	Low	64,078.71	Associate Degree	17	5,952	307	11.98	9.96	USA	34.37
Conservator, furniture	Education	Increasing	Moderate	90,042.43	PhD	10	6,188	3,378	22.78	45.57	UK	47.18
Programme researcher, broadcasting/film/video	Transportation	Decreasing	Low	85,425.31	High School	6	7,041	6,576	0.9	12.39	Germany	42.62
Systems analyst	Finance	Increasing	Low	60,289.24	Master’s Degree	17	5,493	9,515	55.02	81.88	UK	30.61
Administrator, Civil Service	Manufacturing	Decreasing	Moderate	143,337.09	Master’s Degree	7	7,356	5,173	36.22	33.2	USA	33.34
General practice doctor	Manufacturing	Increasing	Moderate	64,695.19	PhD	18	338	6,726	48.78	42.96	Australia	31.23
Designer, jewellery	IT	Increasing	Low	137,659.98	PhD	14	3,157	166	3.96	71.49	Germany	67.12
Scientist, clinical (histocompatibility and immunogenetics)	Retail	Increasing	Low	102,851.29	Master’s Degree	3	8,693	6,605	79.6	82.14	Canada	60.05
Telecommunications researcher	Retail	Decreasing	Low	140,733.92	Master’s Degree	9	1,176	2,596	16.68	49.15	UK	29.22
Surveyor, insurance	Entertainment	Increasing	Low	134,230.71	Associate Degree	5	3,366	9,423	48.9	15.16	India	41.28
Exhibitions officer, museum/gallery	Finance	Increasing	High	83,103.5	High School	16	9,228	7,325	89.73	33.11	China	35.4
Financial trader	Transportation	Decreasing	Moderate	85,674.79	PhD	7	2,647	3,555	10.85	27.83	Germany	62.05
Restaurant manager, fast food	Retail	Decreasing	Moderate	117,621.22	Associate Degree	0	6,066	7,126	32.25	58.8	USA	46.65
Higher education lecturer	Entertainment	Increasing	High	143,361.81	PhD	20	8,616	5,057	24.79	75.35	Australia	52.65
Petroleum engineer	Education	Decreasing	High	82,259.71	Associate Degree	6	8,516	1,339	67.3	30.08	Germany	64
Accountant, chartered public finance	Education	Increasing	Moderate	67,226.49	PhD	18	7,724	4,643	34.92	69.41	USA	35.88
Technical sales engineer	Transportation	Decreasing	Low	51,133.73	Bachelor’s Degree	5	9,951	4,420	28.41	25.4	USA	72.23
Scientist, marine	Entertainment	Increasing	Low	82,167.48	Master’s Degree	16	7,276	7,888	63.11	25.98	Canada	59.29
Comptroller	Education	Increasing	Moderate	96,736.65	Master’s Degree	4	2,520	8,620	79.64	51.63	India	24.89
Secretary, company	IT	Increasing	Moderate	51,799.09	Master’s Degree	14	7,676	2,956	0.52	35.72	Australia	38.2
Restaurant manager	IT	Decreasing	Moderate	48,477.91	Bachelor’s Degree	16	8,673	6,032	5.84	61.47	Brazil	58
Camera operator	Education	Decreasing	High	37,825.96	PhD	7	5,710	8,747	2.09	94.25	Australia	26.33
Operations geologist	Manufacturing	Decreasing	Low	93,206.54	Master’s Degree	5	4,148	5,011	92.96	76.14	Australia	42.42
Glass blower/designer	Finance	Decreasing	Moderate	135,747.39	Associate Degree	20	9,434	4,112	93.62	72.75	China	38.54
Toxicologist	Entertainment	Decreasing	Low	103,780.87	High School	2	440	9,689	93.12	87.02	USA	62.61
Dramatherapist	Transportation	Increasing	Moderate	130,712.58	PhD	14	4,314	5,627	60.91	42.3	UK	62.22
Product/process development scientist	Healthcare	Increasing	Low	69,399.46	High School	10	7,113	3,370	46.8	96.04	China	39.76
Cytogeneticist	Transportation	Decreasing	Low	65,590.09	Bachelor’s Degree	19	1,091	108	80.47	81.52	Germany	58.18
Engineer, civil (consulting)	Education	Decreasing	Moderate	114,245.64	High School	13	6,703	8,990	30.78	2.72	USA	78.76
Television floor manager	Entertainment	Increasing	Low	41,609.29	Master’s Degree	5	409	1,559	81.61	6.33	China	57.34
Stage manager	Healthcare	Increasing	High	123,366.48	PhD	10	9,493	228	9.85	29.85	UK	47.27
Biomedical scientist	Entertainment	Increasing	Moderate	59,183.8	Bachelor’s Degree	14	1,822	3,111	27.86	69.28	Canada	53.09
Accommodation manager	IT	Decreasing	High	127,902.63	Associate Degree	18	7,050	4,034	28.34	55.6	China	56.3
Secondary school teacher	Entertainment	Decreasing	Moderate	144,650.96	PhD	7	9,095	6,017	28.07	17.75	Brazil	26.39
Scientist, forensic	Entertainment	Increasing	High	97,079.77	High School	18	4,197	6,712	9.87	21.98	UK	69.02
Actor	IT	Increasing	High	115,913.36	High School	4	9,480	8,602	51.65	17.08	Australia	64.91
Media planner	Manufacturing	Increasing	High	90,289.64	Master’s Degree	10	9,826	9,875	57.35	83.14	UK	52.04
Contractor	Education	Decreasing	High	122,233.28	Associate Degree	3	9,341	6,943	44.73	43.71	Australia	31.04
Energy engineer	Finance	Decreasing	High	129,013.34	High School	19	2,265	8,019	28.61	39.45	Brazil	77.75
Surveyor, hydrographic	Education	Increasing	Low	58,084.64	Bachelor’s Degree	18	767	9,529	26.49	53.42	Brazil	28.59
Programmer, applications	Manufacturing	Decreasing	Low	87,668.62	Associate Degree	11	9,217	2,458	77.08	67.45	India	28.61
Journalist, broadcasting	IT	Increasing	High	35,089.04	Associate Degree	18	423	2,152	75.04	30.86	Canada	56.72
Seismic interpreter	Finance	Increasing	High	61,737.13	Associate Degree	11	2,475	6,551	74.5	26.38	Australia	26.65
Biomedical engineer	Healthcare	Increasing	Moderate	72,256.01	High School	15	6,326	8,565	65.92	50.52	UK	41
Engineer, civil (consulting)	Transportation	Increasing	Moderate	123,451.04	PhD	3	2,840	2,615	0.9	32.69	UK	38.46
Sound technician, broadcasting/film/video	Transportation	Increasing	High	41,626.18	Bachelor’s Degree	18	4,709	9,803	80.31	49.11	China	21.24
Hospital pharmacist	Healthcare	Decreasing	Low	116,803.63	Bachelor’s Degree	13	684	7,513	70.35	26.99	USA	72.34
Museum/gallery conservator	Healthcare	Decreasing	High	44,281.82	Master’s Degree	19	2,819	4,400	71.39	51.57	UK	72.31
Doctor, general practice	IT	Decreasing	High	112,019.23	PhD	8	2,233	6,282	44.3	92.16	Germany	52.92
Health and safety inspector	Education	Decreasing	Moderate	32,086.02	Master’s Degree	5	6,648	1,732	18.96	20.71	India	41.8
Science writer	Manufacturing	Decreasing	Low	132,767.94	High School	5	9,141	3,570	60.84	58.51	UK	26.17
Graphic designer	Finance	Increasing	High	121,789.84	Associate Degree	6	7,011	8,350	57.4	19.77	Brazil	35.16
Set designer	Entertainment	Increasing	Low	80,401.7	Master’s Degree	19	2,605	7,354	10.15	21.99	USA	30.62
Teacher, music	Healthcare	Decreasing	Moderate	67,922.22	Bachelor’s Degree	16	3,726	8,061	40.54	33.28	China	51.83
Charity officer	Education	Increasing	High	108,796.95	Associate Degree	2	5,996	3,950	76.18	44.28	UK	27.79
Psychotherapist, child	Retail	Decreasing	High	67,400.87	Associate Degree	15	7,434	2,152	0.03	86.92	India	67.23
Bookseller	Finance	Decreasing	Low	110,726.46	Bachelor’s Degree	12	4,991	8,090	6.73	51.9	China	62.27
Dancer	Education	Decreasing	Moderate	61,077.16	PhD	19	8,025	2,793	51.13	96.2	Canada	64.51

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