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
Investment analyst	IT	Increasing	Moderate	42,109.76	Master’s Degree	5	1,515	6,342	55.96	28.28	UK	44.63
Journalist, newspaper	Manufacturing	Increasing	Moderate	132,298.57	Master’s Degree	15	1,243	6,205	16.81	89.71	USA	66.39
Financial planner	Finance	Increasing	Low	143,279.19	Bachelor’s Degree	4	3,338	1,154	91.82	72.97	Canada	41.13
Legal secretary	Healthcare	Increasing	High	97,576.13	Associate Degree	15	7,173	4,060	1.89	99.94	Australia	65.76
Aeronautical engineer	IT	Increasing	Low	60,956.63	Master’s Degree	13	5,944	7,396	53.76	37.65	Germany	72.57
Legal secretary	Education	Decreasing	Low	39,123.32	Master’s Degree	20	6,985	7,832	77.5	28.99	USA	46.91
Surveyor, insurance	Manufacturing	Decreasing	High	147,150.03	High School	7	9,738	4,360	30.51	7.08	UK	20.14
Dentist	Entertainment	Decreasing	High	64,245.48	Associate Degree	0	1,393	8,206	9.74	2.49	Canada	59.27
Emergency planning/management officer	Education	Increasing	High	72,488.15	High School	12	7,729	4,452	38.77	99.56	Australia	60.56
Visual merchandiser	Manufacturing	Decreasing	Moderate	95,840.3	Associate Degree	16	1,127	2,375	4.29	69.03	China	48.19
Emergency planning/management officer	Manufacturing	Increasing	Moderate	97,133.62	Bachelor’s Degree	17	4,627	1,684	89.49	43.94	China	34.83
Housing manager/officer	Entertainment	Decreasing	High	114,672.3	High School	12	2,800	7,964	94.02	20.19	UK	31.9
Geologist, wellsite	Entertainment	Increasing	Moderate	116,427.68	PhD	7	1,852	3,700	32.89	5.54	Australia	56.02
Runner, broadcasting/film/video	Healthcare	Decreasing	Moderate	43,059.04	PhD	2	1,824	7,625	55.6	13.12	Australia	27.5
Press photographer	Entertainment	Decreasing	Moderate	137,894.14	Master’s Degree	3	8,312	9,700	59.95	95.76	India	56.06
Biochemist, clinical	Entertainment	Increasing	Moderate	67,908.84	Master’s Degree	2	1,872	5,314	93.9	3.19	China	74.67
Town planner	Retail	Decreasing	High	107,318.63	Associate Degree	11	7,251	1,090	15.25	55.15	UK	23.99
Engineer, civil (consulting)	Healthcare	Decreasing	Moderate	101,322.09	Associate Degree	17	1,044	8,832	12.92	64.18	India	56.12
Audiological scientist	Transportation	Increasing	Low	109,546.76	Master’s Degree	8	5,379	8,913	82.13	80.62	UK	38.87
Clinical scientist, histocompatibility and immunogenetics	Manufacturing	Decreasing	High	142,660.31	Master’s Degree	2	2,377	7,307	4.29	16.88	India	56.57
Music therapist	Education	Increasing	High	122,569.29	High School	4	2,661	5,588	88.17	26.8	India	34.19
Advertising copywriter	Retail	Decreasing	High	122,668.89	Bachelor’s Degree	14	7,291	7,469	65.94	7.14	Brazil	74.45
Commercial horticulturist	Education	Decreasing	Low	60,874.45	Associate Degree	14	5,892	369	43.78	95.96	UK	56.8
Secondary school teacher	Finance	Increasing	Moderate	49,705.11	PhD	4	5,398	3,531	20.77	60.11	Germany	49.88
Production assistant, radio	Healthcare	Increasing	Low	59,923.23	High School	1	8,039	3,829	55.19	48.57	China	78.99
Armed forces technical officer	Retail	Increasing	Moderate	52,060.54	PhD	13	8,317	9,078	84.29	29.58	India	53.79
Youth worker	Retail	Decreasing	Moderate	110,077.96	Master’s Degree	18	4,286	8,248	24.27	20.75	USA	67.62
Special effects artist	Education	Decreasing	Moderate	102,393.43	PhD	0	348	5,612	86.55	18.51	India	48.47
Ceramics designer	Transportation	Increasing	High	73,318.63	Associate Degree	11	1,473	8,555	41.11	57.59	Brazil	32.69
Animal technologist	Transportation	Decreasing	Moderate	72,953.11	Master’s Degree	3	1,464	6,938	54.24	1.9	Canada	44.82
Firefighter	IT	Increasing	Low	34,082.78	High School	4	2,163	6,734	87.31	90.32	Canada	48.98
Charity fundraiser	Education	Increasing	High	41,523.13	Bachelor’s Degree	2	7,568	9,624	23.23	63.1	India	38.94
Housing manager/officer	Education	Decreasing	Moderate	92,165.61	PhD	17	2,582	5,018	18.15	66.91	USA	34.93
Jewellery designer	Retail	Increasing	High	62,229.93	High School	15	3,369	3,297	87.85	21.83	Canada	43.89
Ecologist	IT	Decreasing	Moderate	106,122.32	Associate Degree	17	5,407	4,631	43.99	4.91	India	42.53
Operations geologist	Entertainment	Increasing	High	142,549.39	High School	5	7,635	3,586	8.59	70.67	USA	26.25
Patent attorney	Entertainment	Increasing	Low	76,323.91	Associate Degree	18	1,334	2,198	12.72	21.4	China	32.51
Media buyer	Transportation	Decreasing	Low	79,665.42	PhD	20	1,527	5,198	76.29	41.06	China	69.95
Town planner	Entertainment	Increasing	Moderate	41,105.21	Master’s Degree	14	8,467	4,447	36.16	67.4	China	26.15
Tour manager	Finance	Increasing	High	121,435	Associate Degree	5	6,840	6,963	1.36	93.49	UK	26.05
Higher education careers adviser	Finance	Increasing	Low	124,663.97	Master’s Degree	9	7,445	9,354	53.86	35.94	UK	75.44
Fitness centre manager	Transportation	Increasing	Moderate	41,067.95	Bachelor’s Degree	20	3,104	7,299	98.89	59.01	UK	69.5
Immunologist	IT	Decreasing	Low	148,115.7	PhD	2	7,341	8,522	33.47	71.87	India	20.75
Contracting civil engineer	Finance	Increasing	High	38,486.99	PhD	12	9,860	1,304	17.25	72.21	Canada	55.07
Surgeon	Healthcare	Increasing	High	35,799.45	PhD	2	6,281	447	55.15	87.52	Brazil	37.04
Environmental consultant	Transportation	Decreasing	Low	54,495.6	Associate Degree	20	1,830	3,231	11.48	48.54	India	39.11
Engineer, electrical	Manufacturing	Increasing	Low	65,875.53	PhD	3	7,659	7,989	31.94	31.73	Brazil	58.24
Surveyor, commercial/residential	IT	Decreasing	Low	60,038.64	Bachelor’s Degree	0	3,922	327	52.4	88.22	India	26.59
Customer service manager	Finance	Increasing	Low	50,955.44	Bachelor’s Degree	20	2,523	2,066	74.75	76.44	Australia	79.71
Microbiologist	Entertainment	Decreasing	Moderate	113,064.81	Bachelor’s Degree	6	5,766	1,439	77.68	47.32	Germany	30.38
Secretary/administrator	Retail	Increasing	Low	97,806.7	Master’s Degree	4	1,437	272	24.61	60.71	USA	28.52
Armed forces operational officer	Finance	Increasing	Moderate	102,858.12	High School	20	2,105	7,045	42.29	10.19	USA	20.25
Therapist, horticultural	Healthcare	Decreasing	Moderate	82,449.59	PhD	11	8,459	4,383	19.56	46.59	Australia	30.99
Architect	Healthcare	Increasing	Low	147,313.07	Bachelor’s Degree	16	7,292	2,487	0.79	61.68	Germany	26.25
Engineer, structural	Education	Increasing	High	77,792.33	Bachelor’s Degree	7	7,836	6,700	71.9	36.73	Australia	63.61
Trade union research officer	IT	Decreasing	High	82,029.69	Master’s Degree	8	3,144	3,121	55.22	98.23	Brazil	60.82
Radio producer	Finance	Increasing	Moderate	105,560.54	Master’s Degree	20	7,406	3,389	68.35	19.84	Brazil	48.26
Primary school teacher	Manufacturing	Decreasing	High	137,071.8	High School	0	1,171	8,644	74.87	52.54	India	60.76
Site engineer	Finance	Increasing	Moderate	50,632.02	Master’s Degree	1	1,868	6,591	85.62	30.27	Australia	26.77
Tour manager	Retail	Decreasing	Low	80,521.07	Bachelor’s Degree	6	3,142	507	79.18	8.83	USA	74.74
Electrical engineer	Manufacturing	Increasing	Moderate	88,804.87	Bachelor’s Degree	2	5,614	3,475	66.17	5.43	Germany	53.48
Armed forces logistics/support/administrative officer	Retail	Decreasing	Low	113,965.96	Associate Degree	11	2,103	3,229	38.63	48.58	Germany	53.01
Programmer, systems	Finance	Increasing	Low	131,852.51	High School	9	1,876	5,623	20.29	7.3	UK	22.67
Archivist	Finance	Decreasing	High	33,072.25	Master’s Degree	7	2,569	1,514	83.28	83.87	Germany	52.41
Tourist information centre manager	Retail	Increasing	High	46,195.73	Associate Degree	8	7,005	8,436	8.68	89.63	Brazil	77.46
Occupational therapist	Manufacturing	Increasing	Moderate	82,210.61	PhD	20	7,442	8,558	47.66	20.84	Brazil	57.67
General practice doctor	Transportation	Increasing	High	94,118.58	PhD	0	4,069	5,391	99.88	21.59	USA	37.47
Air cabin crew	Retail	Decreasing	Low	96,498.83	Master’s Degree	10	815	1,655	50.9	46.38	USA	74.62
Therapist, art	Retail	Decreasing	Moderate	74,424.16	PhD	5	622	2,406	47.96	53.24	USA	53.94
Lighting technician, broadcasting/film/video	Education	Decreasing	High	76,301.45	Bachelor’s Degree	5	9,510	9,086	86.47	57.29	China	43.21
Herbalist	Manufacturing	Increasing	High	106,276.67	Master’s Degree	11	813	2,546	95.92	50.01	India	64.31
Technical brewer	Education	Decreasing	Moderate	114,843.48	PhD	12	9,965	2,903	91.98	43.49	Brazil	46.01
Water engineer	Entertainment	Decreasing	Moderate	33,122.25	Bachelor’s Degree	4	187	8,383	21.9	8.62	USA	28.55
Animal technologist	Finance	Decreasing	Moderate	112,646.79	Associate Degree	7	2,976	8,835	34.51	94.79	USA	27.37
Clothing/textile technologist	Finance	Decreasing	Moderate	128,177.18	Master’s Degree	12	7,678	5,185	22.6	54.03	Brazil	33.84
Site engineer	Education	Decreasing	High	87,311.09	Master’s Degree	17	4,517	3,138	15.96	86.18	Australia	51.11
Cabin crew	Retail	Decreasing	High	93,530.19	Associate Degree	15	4,742	4,747	92.46	19.9	UK	53.04
Estate manager/land agent	Retail	Increasing	Moderate	41,380.56	PhD	5	701	3,748	72.19	22.63	Germany	47.46
Database administrator	Entertainment	Decreasing	High	61,072.12	Bachelor’s Degree	17	5,028	7,954	13.43	23.69	Brazil	59.66
Teacher, music	Manufacturing	Decreasing	High	147,474.55	PhD	17	3,722	8,025	95.69	54.06	Canada	66.61
Clinical embryologist	IT	Increasing	Moderate	99,763.19	Associate Degree	16	6,683	3,285	74.98	71.29	Australia	37.61
Photographer	Retail	Increasing	Moderate	39,219.27	Bachelor’s Degree	19	3,161	1,466	89.91	91.28	Brazil	43.23
Consulting civil engineer	Transportation	Increasing	Low	47,345.9	High School	15	5,603	6,775	71.4	85.49	China	76.68
Designer, multimedia	Finance	Increasing	Low	36,480.96	PhD	1	3,400	2,048	42.57	23.04	China	62.43
Architectural technologist	Education	Increasing	High	112,692.04	High School	16	2,870	9,159	51.62	50.77	China	20.36
Acupuncturist	Retail	Decreasing	Low	53,447.29	Bachelor’s Degree	17	7,125	470	85.94	78.62	Brazil	67.13
Engineer, technical sales	Manufacturing	Increasing	Low	66,531.98	Bachelor’s Degree	20	6,137	8,584	80.82	20.06	China	60.05
Engineer, mining	Healthcare	Decreasing	Low	115,731.01	PhD	12	6,625	5,265	96.13	78.58	China	22.78
Investment banker, operational	Education	Increasing	High	48,522.58	PhD	2	3,494	1,524	89.76	88.44	UK	40.62
Manufacturing engineer	Transportation	Decreasing	Low	95,483.65	High School	4	5,842	2,181	54.32	65.13	Germany	40.78
Librarian, public	Education	Increasing	High	145,028.73	High School	4	7,767	669	48.68	94.53	Germany	60.52
Air broker	Transportation	Decreasing	Moderate	134,199.76	Bachelor’s Degree	9	5,919	7,865	6.29	73.96	India	37.44
Counselling psychologist	Finance	Increasing	Low	129,086.95	Associate Degree	10	8,436	7,321	86.99	92.97	Australia	27
Microbiologist	Finance	Increasing	High	49,354.81	High School	13	7,779	2,602	15.01	5.23	Brazil	47.94
Quarry manager	Entertainment	Decreasing	High	78,151.66	PhD	12	1,542	224	93.08	38.05	China	27.12
Speech and language therapist	Finance	Decreasing	Low	142,772.8	Associate Degree	6	8,551	7,427	1.56	14.37	UK	73.21
Ranger/warden	Retail	Increasing	Moderate	77,414.15	Associate Degree	16	1,135	1,815	28.29	30.13	Brazil	22.82
Animal nutritionist	Retail	Decreasing	Low	132,109.73	PhD	9	1,393	5,492	44.12	82.2	China	64.51
Ecologist	Education	Increasing	Low	101,582.62	Master’s Degree	17	2,010	4,265	76.32	33.41	USA	34.36
Engineer, civil (contracting)	Finance	Increasing	High	126,030.56	High School	16	6,398	9,686	10.28	45.75	India	67.3

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