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
Financial risk analyst	Healthcare	Decreasing	Low	119,977.32	Master’s Degree	19	2,077	6,177	71.61	52.02	Australia	52.77
Water engineer	Manufacturing	Increasing	Low	147,626.98	Associate Degree	1	8,929	6,002	2.99	15.25	China	60.43
Hydrogeologist	Retail	Increasing	Moderate	64,224.88	Associate Degree	10	7,976	8,622	84.63	77.05	Brazil	34.01
Forest/woodland manager	Finance	Decreasing	High	105,233.7	High School	9	3,848	2,546	38.61	1.73	China	70.52
Legal executive	Transportation	Increasing	High	77,252.58	High School	6	3,967	859	23.43	52.45	China	25.53
Sub	Finance	Decreasing	Low	91,900.06	High School	10	8,303	7,436	35.09	5.35	China	52.42
Chiropodist	Manufacturing	Decreasing	Moderate	51,487.31	Bachelor’s Degree	12	1,182	7,504	17.15	22.21	Brazil	21.96
Designer, jewellery	Manufacturing	Increasing	Low	77,453.27	Bachelor’s Degree	14	1,357	8,366	84.85	60.02	China	43.97
Librarian, academic	Finance	Increasing	Low	90,159.08	High School	13	5,472	1,666	57.17	70.32	Brazil	24.85
Emergency planning/management officer	IT	Increasing	High	66,088.85	Bachelor’s Degree	1	4,254	1,114	55.31	93.76	UK	37.14
Web designer	Education	Decreasing	Low	144,317.34	Master’s Degree	16	1,551	1,402	25.23	77.23	UK	71.83
Educational psychologist	Education	Increasing	High	111,204.78	Master’s Degree	7	6,598	8,325	4.92	44.61	USA	76.78
Furniture designer	Transportation	Increasing	Moderate	60,226.26	PhD	18	3,136	7,814	41.16	5.14	UK	32.81
Government social research officer	Transportation	Decreasing	High	104,989.6	Associate Degree	0	840	3,626	51.54	69.4	Australia	37.45
Geologist, wellsite	Entertainment	Decreasing	High	47,657.16	Associate Degree	14	1,267	657	38.45	49.57	Germany	32.67
Editor, magazine features	IT	Increasing	Low	140,056.08	PhD	18	9,516	7,418	23.39	28.67	India	32.21
Petroleum engineer	Transportation	Decreasing	Moderate	104,286.33	Master’s Degree	4	3,484	5,888	85.46	65.83	Canada	59.08
Administrator, charities/voluntary organisations	Finance	Decreasing	High	39,242.47	Bachelor’s Degree	20	5,488	8,052	57.07	97.17	UK	52.57
Audiological scientist	IT	Decreasing	Moderate	121,079.69	PhD	11	6,932	8,170	65.41	94.6	USA	73.15
Surveyor, insurance	Retail	Decreasing	Low	74,189.98	Bachelor’s Degree	17	9,803	6,047	87.96	66.65	China	54.39
Translator	Healthcare	Decreasing	Low	106,460.52	Associate Degree	4	9,502	3,122	38.93	71.69	China	25.44
Teacher, music	Education	Decreasing	Low	125,646.43	High School	7	7,055	9,459	3	90.78	Australia	21.31
Technical brewer	Manufacturing	Decreasing	Moderate	77,213.71	PhD	1	5,735	5,117	47.03	67.14	USA	51.69
Commercial/residential surveyor	Healthcare	Increasing	Low	39,078.16	High School	7	4,544	989	83.08	35.95	USA	29.32
Engineer, control and instrumentation	Manufacturing	Decreasing	Low	37,715.93	High School	8	6,880	7,482	87.66	88.04	Brazil	74.54
Animator	Retail	Decreasing	High	146,121.11	Associate Degree	16	1,157	449	57.9	41.43	Brazil	62.11
Gaffer	Retail	Increasing	Low	148,493.85	PhD	12	6,687	6,423	51.51	74.59	India	72.63
Programmer, multimedia	Healthcare	Increasing	Moderate	95,899.74	Master’s Degree	2	8,853	1,145	87.91	52.17	UK	71.72
Industrial/product designer	Entertainment	Decreasing	High	50,502.95	Associate Degree	13	2,136	8,218	51.21	86.25	Brazil	24.68
Education officer, environmental	Transportation	Increasing	Moderate	90,938.74	Associate Degree	0	8,725	2,503	96.23	24.49	UK	65.31
English as a second language teacher	Manufacturing	Decreasing	Moderate	109,081.24	Master’s Degree	10	7,048	665	10.19	62.12	USA	46.52
Surveyor, planning and development	Finance	Increasing	Moderate	63,329.32	High School	14	163	7,028	59.64	27.27	India	50.07
Quantity surveyor	IT	Decreasing	Low	39,614.24	Master’s Degree	19	9,894	2,277	11.1	66.27	UK	43.75
Teacher, music	Healthcare	Decreasing	Low	84,116.51	Master’s Degree	3	9,710	9,099	18.31	60.35	Australia	78.89
Civil Service administrator	Finance	Increasing	Low	60,143.84	Bachelor’s Degree	7	2,753	4,443	60.56	75.62	USA	71.89
Oceanographer	Entertainment	Increasing	High	113,134.48	Master’s Degree	5	3,922	2,245	99.14	85.89	India	23.52
Farm manager	Transportation	Decreasing	Moderate	36,033.54	PhD	0	831	3,151	52.88	52.19	India	36.45
Chartered certified accountant	Education	Decreasing	High	47,856.45	PhD	4	5,577	1,913	42.28	10.31	China	43.75
Housing manager/officer	Manufacturing	Increasing	High	47,732.26	PhD	0	2,307	6,127	15.3	88.51	UK	62.15
Corporate investment banker	Finance	Decreasing	High	110,378.67	Bachelor’s Degree	2	117	7,012	84.7	0.5	Australia	65.43
Actuary	Manufacturing	Decreasing	Low	63,648.16	PhD	16	3,950	169	79.93	71.06	Australia	25.94
Information systems manager	Education	Increasing	Moderate	52,965.07	Bachelor’s Degree	12	2,477	4,841	36.15	10.2	UK	54.51
Engineer, electrical	Education	Increasing	Low	106,283.4	Bachelor’s Degree	15	497	3,005	32.45	46.13	Australia	52.75
Curator	Entertainment	Increasing	Moderate	64,311.23	Master’s Degree	9	6,612	1,252	97.37	5.69	USA	60.39
Community development worker	Retail	Increasing	Low	84,371.74	PhD	17	9,791	3,402	43.32	73.19	USA	20.74
Ranger/warden	Manufacturing	Decreasing	Moderate	123,800.72	Master’s Degree	6	8,589	7,475	11.23	44.98	Germany	40.43
Engineer, production	Transportation	Decreasing	Moderate	93,673.03	High School	5	4,477	6,320	65.98	87.78	India	44.31
Administrator, local government	Retail	Decreasing	Low	137,764.27	Master’s Degree	16	7,296	8,230	40.95	72.11	India	74.38
Architectural technologist	Entertainment	Increasing	Moderate	64,276.45	Bachelor’s Degree	11	6,237	9,893	41.64	53.78	China	26.16
Geographical information systems officer	Finance	Decreasing	Moderate	38,284.38	High School	8	1,764	4,955	15.24	24.72	Canada	47.89
Senior tax professional/tax inspector	IT	Decreasing	Moderate	100,357.72	PhD	15	5,233	3,655	85.71	88.89	Australia	61.7
Engineer, mining	Retail	Decreasing	High	106,250.86	High School	6	2,163	973	69.19	16.19	China	75.84
Solicitor, Scotland	Retail	Decreasing	Moderate	87,186.36	Bachelor’s Degree	8	6,764	9,989	72.65	30.35	UK	38.28
Education officer, environmental	Healthcare	Decreasing	Moderate	69,975.62	Bachelor’s Degree	15	1,151	6,541	93.41	51.61	Canada	22.34
Veterinary surgeon	Entertainment	Decreasing	Low	87,119.06	Master’s Degree	18	1,975	5,948	22.05	29.9	UK	36.56
Solicitor	IT	Increasing	Moderate	125,799.54	High School	17	3,929	8,432	33.57	22.95	USA	60.9
Speech and language therapist	Manufacturing	Decreasing	Moderate	106,810.25	Bachelor’s Degree	3	4,826	7,865	7.89	12.8	China	26.54
Psychologist, sport and exercise	Education	Decreasing	Low	89,727.55	Bachelor’s Degree	12	7,994	1,472	83.5	5.68	China	47.18
IT consultant	Entertainment	Decreasing	Moderate	135,276.07	Associate Degree	11	5,621	6,422	0.07	52.27	Australia	44.57
Research scientist (maths)	Retail	Increasing	Moderate	61,127.3	Associate Degree	14	5,653	4,823	6.97	56.08	Brazil	60.59
Print production planner	Education	Decreasing	High	130,871.86	Master’s Degree	7	2,194	6,379	96.14	50.45	Australia	50.35
Local government officer	IT	Increasing	Moderate	133,453.93	Master’s Degree	3	1,352	3,958	88.56	20.17	Brazil	66.22
Sports therapist	Healthcare	Decreasing	Low	59,962.34	Associate Degree	5	7,344	6,858	63.59	83.58	Canada	79.74
Fine artist	Education	Increasing	Low	62,975.11	Associate Degree	4	7,938	6,743	96.04	70.53	UK	71.29
Orthoptist	Healthcare	Decreasing	High	56,611.3	Associate Degree	8	6,166	4,654	13.55	78.41	UK	22.96
Multimedia programmer	Manufacturing	Increasing	Low	83,228.14	Associate Degree	20	1,444	2,601	92.17	57.4	India	47.57
Dramatherapist	Manufacturing	Decreasing	Low	34,183.27	High School	9	9,492	175	4.58	70.65	China	70.08
Pilot, airline	Transportation	Decreasing	High	47,009.22	PhD	15	7,291	4,078	91.42	56.96	India	71.53
Geophysicist/field seismologist	Healthcare	Decreasing	Moderate	103,627.6	High School	14	9,490	6,403	83.93	1.58	UK	48.68
Chartered accountant	IT	Decreasing	High	128,778.53	Master’s Degree	17	9,139	9,792	86.78	91.6	USA	77.32
Product designer	Entertainment	Increasing	High	57,446.78	Bachelor’s Degree	6	7,121	7,006	79.33	31.76	China	67.19
Land	Retail	Increasing	High	105,924.77	Bachelor’s Degree	18	5,782	6,496	11.38	87.26	UK	63.42
Scientist, research (maths)	Entertainment	Increasing	Low	90,501.37	Bachelor’s Degree	12	326	8,516	0.07	50.24	Brazil	46.32
Editor, magazine features	Retail	Decreasing	Moderate	140,883.87	High School	15	9,752	3,939	6.13	42.59	USA	42.74
Industrial buyer	Manufacturing	Increasing	Low	122,289.54	Master’s Degree	9	9,966	7,658	81.25	47.53	UK	43.63
Horticultural therapist	Transportation	Increasing	Moderate	64,465.34	High School	20	4,924	3,463	44.24	38.43	Australia	55.81
Chemical engineer	Transportation	Decreasing	Moderate	30,176.11	High School	5	8,442	1,097	55.1	71.76	Australia	72.92
Government social research officer	Entertainment	Increasing	High	52,757.13	PhD	3	1,602	106	98.82	31.23	Australia	56.9
Geneticist, molecular	Manufacturing	Decreasing	High	31,319.64	Bachelor’s Degree	11	9,768	1,504	8.82	1.53	USA	68.06
Fashion designer	Transportation	Decreasing	Low	36,071.33	Master’s Degree	8	8,163	3,350	96.96	44.09	USA	77.17
Radio broadcast assistant	Entertainment	Increasing	Moderate	135,060.12	Master’s Degree	9	9,935	3,615	75.22	34.71	China	39.47
Contractor	Entertainment	Decreasing	High	80,575.05	Associate Degree	16	7,716	1,208	48.59	51.69	USA	28.65
Radiographer, therapeutic	Entertainment	Decreasing	High	52,743.28	High School	1	3,712	8,358	84	3.38	Canada	78.1
Emergency planning/management officer	Healthcare	Increasing	Moderate	97,444.31	Associate Degree	15	6,901	7,938	5.61	3.28	China	58.6
Site engineer	Healthcare	Decreasing	Low	104,503.92	Bachelor’s Degree	6	6,442	6,221	89.52	79.12	China	22.65
Administrator, sports	Retail	Decreasing	Low	114,897.28	PhD	20	1,822	7,922	70.5	26.55	Canada	21.11
Teacher, English as a foreign language	Finance	Decreasing	Low	75,569.43	Bachelor’s Degree	14	7,870	9,990	20.39	52.88	Australia	20.15
Insurance broker	Transportation	Increasing	High	130,006.93	Associate Degree	19	5,924	2,728	86.45	4.25	Canada	79.65
Child psychotherapist	Transportation	Increasing	Low	60,176.86	Master’s Degree	20	9,597	5,743	53.17	47.27	Australia	46.18
Nurse, children's	IT	Increasing	Low	37,377.43	Bachelor’s Degree	11	3,736	3,134	1.39	27.79	UK	61.1
Loss adjuster, chartered	Manufacturing	Increasing	Moderate	87,996.37	Associate Degree	5	5,752	9,402	5.14	76.24	China	66.7
Energy engineer	Manufacturing	Decreasing	Moderate	135,871.96	High School	13	1,225	4,194	93.49	91.34	India	51.5
Communications engineer	Entertainment	Decreasing	High	122,827.52	Associate Degree	4	7,785	2,062	94.92	40.16	USA	29.01
Photographer	IT	Increasing	Moderate	118,964.31	Associate Degree	13	668	3,838	39.03	50.71	China	47.44
Air broker	Entertainment	Decreasing	High	47,221.99	Associate Degree	0	4,404	524	97.09	80.01	India	34.29
Secretary/administrator	Finance	Increasing	Moderate	72,436.99	High School	0	3,530	7,892	5.59	50.27	Germany	25.65
Sports therapist	Finance	Increasing	Moderate	123,924.89	PhD	15	4,736	3,441	20.14	95.42	Brazil	77.99
IT sales professional	Education	Increasing	Moderate	98,642.15	Associate Degree	18	3,618	4,187	84.88	39.05	China	26.75
Claims inspector/assessor	IT	Decreasing	High	115,361.75	Bachelor’s Degree	12	6,132	4,720	14.25	61.48	Brazil	44.99
Control and instrumentation engineer	Manufacturing	Increasing	Low	141,057.77	Bachelor’s Degree	2	6,635	4,993	2.82	82.71	UK	70.9

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