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
Lighting technician, broadcasting/film/video	Transportation	Decreasing	High	75,659.11	PhD	14	9,455	222	34.19	3.65	Brazil	78.03
Chartered management accountant	Retail	Increasing	High	109,968.03	Master’s Degree	2	8,808	8,733	53.7	86.54	Germany	39.73
Product/process development scientist	IT	Decreasing	High	138,569.51	Master’s Degree	1	8,865	1,657	40.53	89	Australia	51.43
Immunologist	Education	Decreasing	Moderate	101,453.26	Master’s Degree	10	9,906	4,425	86.95	99.28	Australia	75
Jewellery designer	Manufacturing	Increasing	Moderate	141,679.03	Bachelor’s Degree	14	1,821	4,271	86.62	50.43	China	63.11
Designer, fashion/clothing	IT	Increasing	High	39,734.95	PhD	10	6,616	9,716	38.01	28.66	Australia	23.81
Music tutor	Manufacturing	Decreasing	Low	95,835.78	High School	16	7,600	2,450	65.63	31.01	China	67.03
Water engineer	Retail	Increasing	High	137,880.52	Bachelor’s Degree	20	4,967	9,824	76.12	11.14	UK	67.99
Licensed conveyancer	Finance	Increasing	Low	84,039.09	Master’s Degree	8	9,100	2,376	37.57	18.15	Germany	47.7
Market researcher	Healthcare	Decreasing	Moderate	57,895.58	High School	5	9,998	8,252	13.47	85.76	Canada	43.45
Nurse, mental health	Transportation	Decreasing	High	142,762.08	Master’s Degree	1	8,229	6,349	51.85	93.08	India	54.07
Cabin crew	Healthcare	Decreasing	Low	142,492.37	Master’s Degree	20	576	4,014	99.1	27.99	Germany	62.87
Designer, furniture	Entertainment	Increasing	Moderate	122,113.6	High School	11	6,245	4,348	14.15	22.4	China	44.38
Database administrator	IT	Increasing	Moderate	75,313.75	Associate Degree	9	1,020	4,226	8.91	39.43	USA	23.6
Insurance underwriter	Entertainment	Decreasing	High	68,358.54	High School	0	7,185	3,793	95.89	2.51	Canada	79.12
Dancer	Finance	Increasing	Moderate	61,783.87	Bachelor’s Degree	8	1,899	8,414	96.35	35.55	Australia	51.54
Translator	Education	Increasing	High	34,395.44	Bachelor’s Degree	18	6,143	1,061	50.28	46.05	UK	46.94
Accountant, chartered public finance	Transportation	Decreasing	Low	117,972.16	High School	4	7,404	4,154	92.94	88.68	Australia	42.17
Commercial art gallery manager	Finance	Decreasing	Moderate	89,298.52	PhD	5	8,660	1,831	61.63	39.98	China	47.48
Video editor	Education	Increasing	Moderate	60,255.27	High School	18	8,610	8,096	29.58	38.5	USA	20.15
Copy	Retail	Increasing	High	125,485.78	High School	10	2,592	9,671	69.37	40.83	Canada	58.12
Advertising art director	Retail	Increasing	Low	121,962.55	Associate Degree	6	1,810	4,668	22.01	51.72	UK	24.82
Financial controller	Entertainment	Decreasing	Low	137,729.91	Master’s Degree	8	1,386	2,113	99.59	16.08	China	66.32
Fine artist	Finance	Decreasing	Moderate	61,167.19	Master’s Degree	5	8,317	8,033	71.59	43.35	UK	78.91
Secretary, company	Manufacturing	Decreasing	High	47,391.7	High School	1	7,862	3,951	18.41	38.55	Germany	57.46
Broadcast engineer	Education	Increasing	Low	40,919.68	PhD	8	3,749	5,385	79.7	49.41	India	63.46
Brewing technologist	Healthcare	Decreasing	Moderate	88,579.1	Associate Degree	19	5,471	4,938	95.14	83.98	UK	79.67
Production manager	Entertainment	Increasing	High	133,299.74	Master’s Degree	19	5,775	8,521	6.54	6.06	China	35.24
Arts administrator	Retail	Increasing	High	129,656.68	PhD	12	384	9,251	83.19	99.64	Germany	28.89
Chemical engineer	IT	Decreasing	Moderate	105,304.86	Associate Degree	12	6,804	1,591	76.36	29.29	Australia	76.16
Clinical scientist, histocompatibility and immunogenetics	Retail	Decreasing	High	85,213.71	Master’s Degree	3	4,085	1,647	96.37	14.74	India	30.02
Aid worker	Education	Increasing	Moderate	76,786.81	PhD	17	269	5,835	93.34	29.84	China	21.23
Publishing copy	Entertainment	Increasing	High	147,093.01	Master’s Degree	13	7,149	2,320	87.14	78.76	UK	36.59
Psychotherapist, dance movement	Education	Decreasing	High	95,782.63	Master’s Degree	11	7,259	6,887	4.95	55.24	Australia	58
Production designer, theatre/television/film	Transportation	Increasing	High	35,941.01	PhD	20	5,856	507	81.77	28.61	China	50.82
Corporate treasurer	IT	Increasing	Moderate	132,470.3	Master’s Degree	10	4,787	7,242	26.01	46.01	Brazil	37.86
Marine scientist	Transportation	Decreasing	Low	40,257.94	PhD	4	3,939	2,438	51.55	27.35	Germany	69.6
Furniture designer	Healthcare	Decreasing	Low	36,746.81	High School	9	8,791	7,690	98.96	97.79	India	57.58
Recruitment consultant	Retail	Increasing	Low	36,985.54	Master’s Degree	1	4,226	3,191	55.71	84.21	Germany	58.39
Forensic scientist	Healthcare	Increasing	High	60,441.72	High School	13	5,991	5,977	66.6	52.13	Canada	35.59
Technical author	Healthcare	Increasing	Low	133,903.62	Associate Degree	16	4,234	3,861	35.37	66.03	India	37.7
Firefighter	Entertainment	Decreasing	Low	35,487.89	PhD	3	7,744	2,950	48.39	81.96	Germany	26.61
Designer, blown glass/stained glass	Healthcare	Increasing	Low	113,522.12	Bachelor’s Degree	11	2,779	9,271	11.12	18.75	UK	40.91
Engineer, biomedical	Healthcare	Increasing	Low	142,853.13	High School	13	8,580	2,366	31.3	56.65	UK	62.34
Occupational therapist	Retail	Increasing	Low	122,869.56	High School	20	9,215	2,341	6.81	9.8	USA	79.56
Financial adviser	Finance	Decreasing	Moderate	108,840.11	Master’s Degree	6	6,884	6,100	14.28	70.98	Brazil	22.39
Barista	Manufacturing	Decreasing	Moderate	113,913.89	Master’s Degree	20	6,055	7,607	78.39	65.23	UK	51.95
Corporate investment banker	Healthcare	Increasing	Moderate	75,841.81	High School	13	5,371	7,541	6.07	35.64	China	21.87
Secretary/administrator	Finance	Decreasing	Low	117,690.94	PhD	7	1,790	5,859	13.17	82.63	China	31.82
Insurance underwriter	Retail	Decreasing	Moderate	104,461.85	Bachelor’s Degree	18	1,039	2,161	77.09	54.98	USA	34.2
Archivist	IT	Increasing	Moderate	85,057.85	Master’s Degree	6	6,462	6,203	11.68	11.22	India	61
Editor, film/video	Finance	Increasing	Low	141,030.62	High School	20	7,887	8,218	90.24	54.71	UK	75.88
Engineer, chemical	Healthcare	Decreasing	High	31,950.03	Associate Degree	20	8,722	8,781	71.58	91.74	India	20.69
Tourism officer	Retail	Increasing	High	107,400.99	Bachelor’s Degree	10	6,761	1,097	50.98	42.57	UK	59.52
Production assistant, television	Retail	Decreasing	Moderate	35,243.89	Associate Degree	9	602	6,126	67.88	80.08	India	62.01
Investment banker, operational	Finance	Decreasing	Moderate	31,999	Associate Degree	19	5,488	5,183	38.86	12.26	Canada	26.01
Chief Technology Officer	Education	Increasing	Low	146,814.23	PhD	18	7,357	9,785	75.88	63.65	UK	52.62
Hydrogeologist	Manufacturing	Increasing	Moderate	101,070.56	Master’s Degree	3	1,529	4,717	94.97	96.98	Canada	44.76
Solicitor	Retail	Decreasing	Low	108,948.43	PhD	9	3,377	9,625	86.23	51.36	Brazil	56.52
Theme park manager	Transportation	Decreasing	Moderate	99,751.26	Bachelor’s Degree	0	4,739	910	9.5	77.88	Germany	62.03
Mudlogger	Entertainment	Decreasing	Low	128,649.26	PhD	15	312	5,065	76.15	99.66	USA	27.4
Psychotherapist, child	Retail	Decreasing	Moderate	68,497.42	Bachelor’s Degree	1	204	9,607	57.97	63.01	USA	54.87
Bookseller	Healthcare	Decreasing	High	45,802.44	Associate Degree	18	6,676	1,853	9.39	7.83	Australia	49.45
Accounting technician	Manufacturing	Decreasing	Low	42,027.31	Bachelor’s Degree	0	9,155	7,836	2.78	59.13	Australia	66.93
Haematologist	IT	Decreasing	High	140,471.72	Bachelor’s Degree	3	2,442	1,753	13.49	12.34	India	33.35
Software engineer	Healthcare	Decreasing	High	102,875.23	PhD	5	6,308	1,454	36.35	1.74	Germany	23.51
Textile designer	Retail	Increasing	High	45,452.45	Associate Degree	9	3,145	454	31.08	0.71	China	30.02
Optometrist	Manufacturing	Decreasing	Low	83,236.44	Master’s Degree	18	3,301	3,850	22.03	33.59	UK	64.07
Surveyor, mining	Transportation	Increasing	Low	113,165.72	Master’s Degree	1	7,425	6,225	47.79	63.2	China	32.38
Private music teacher	Education	Increasing	Moderate	89,394.36	Associate Degree	8	301	6,650	94.52	71.05	USA	76.64
Airline pilot	Education	Decreasing	High	36,978.97	High School	7	3,647	1,516	9.49	53.25	Canada	66.86
Administrator	Education	Increasing	Moderate	134,309.48	Master’s Degree	4	9,567	7,128	55.89	25.67	Canada	59.38
Designer, ceramics/pottery	Healthcare	Increasing	Moderate	99,146.01	High School	15	3,217	2,204	17.66	60.27	Brazil	70.9
Engineer, structural	Finance	Increasing	Low	67,133.97	High School	1	6,733	5,129	12.47	82.23	UK	78.63
Radiographer, diagnostic	Manufacturing	Increasing	High	135,659.98	Bachelor’s Degree	2	6,220	4,111	42.18	56.67	USA	74.37
Statistician	IT	Decreasing	Moderate	38,822.41	Associate Degree	2	2,428	6,985	43.37	30.8	India	74.71
Advertising account planner	Manufacturing	Decreasing	Low	105,034.36	Master’s Degree	8	5,340	9,365	31.1	49.09	USA	55.59
Youth worker	Healthcare	Decreasing	Moderate	42,086.42	Master’s Degree	14	1,766	755	40.1	30.84	Germany	23.94
Counselling psychologist	Transportation	Increasing	Moderate	109,445.97	Master’s Degree	8	2,495	7,220	11.16	14.45	Brazil	23.79
Agricultural engineer	Healthcare	Increasing	Low	142,403.04	Master’s Degree	13	1,407	7,728	25.35	28.78	Australia	44.4
Radiation protection practitioner	IT	Increasing	High	109,024.99	High School	1	1,881	9,953	9.73	39.9	Canada	45.38
Regulatory affairs officer	IT	Decreasing	High	143,398.14	High School	11	8,832	1,394	92.61	86.77	China	78.92
Medical laboratory scientific officer	Transportation	Decreasing	High	102,122.84	Associate Degree	16	8,573	8,746	92.01	44.14	Canada	49.83
Corporate investment banker	Entertainment	Decreasing	Moderate	91,622.97	Master’s Degree	16	9,063	1,841	90.12	28.64	Australia	39.24
Passenger transport manager	IT	Increasing	Moderate	74,077.95	Associate Degree	15	8,911	794	73.17	51.69	India	57.73
Production designer, theatre/television/film	IT	Increasing	High	80,474.52	Bachelor’s Degree	15	3,141	3,389	33.55	20.51	USA	46.25
Learning mentor	IT	Decreasing	Moderate	59,683.17	High School	10	4,141	5,707	61.95	16.6	India	34.04
Advertising account executive	Manufacturing	Increasing	Moderate	87,398.64	PhD	8	7,612	7,113	27.55	19.59	Canada	49.24
Engineer, water	Education	Increasing	Low	130,797.34	Associate Degree	4	3,285	7,537	31.41	65.82	Germany	49.81
Planning and development surveyor	Transportation	Increasing	Moderate	82,448.38	Associate Degree	10	6,799	710	32.66	94.01	USA	54.55
Surveyor, commercial/residential	Education	Increasing	Low	56,582.87	Associate Degree	9	2,316	4,033	77.52	19.81	UK	41.1
Television production assistant	Healthcare	Increasing	Moderate	130,491.35	Bachelor’s Degree	17	4,472	6,161	73.16	80.51	Germany	39.67
Financial trader	Retail	Increasing	Moderate	32,760.05	Bachelor’s Degree	13	1,862	616	11.03	24.63	Australia	27.11
Dramatherapist	Finance	Decreasing	Moderate	53,352.83	PhD	6	2,918	9,010	32.25	41.16	USA	63.26
Tree surgeon	Entertainment	Increasing	High	74,953.03	Associate Degree	10	1,515	8,376	18.33	26	India	72.77
Occupational psychologist	Healthcare	Decreasing	High	34,571.07	Bachelor’s Degree	2	6,426	2,090	47.5	4.17	USA	59.27
Engineer, drilling	Entertainment	Increasing	High	127,502.04	Associate Degree	11	9,243	5,479	57.61	41.38	Germany	63.29
English as a foreign language teacher	IT	Decreasing	Moderate	110,005.71	High School	17	3,990	4,331	63.39	50.07	Australia	36.44
Pathologist	IT	Increasing	High	62,819.65	High School	5	6,595	8,386	50.3	29.14	UK	70.64
Homeopath	Manufacturing	Increasing	Low	88,129.69	High School	18	1,934	8,353	83.09	27.2	China	22.62

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