job_id
int64
job_title
string
company_size
string
company_industry
string
country
string
remote_type
string
experience_level
string
years_experience
int64
education_level
string
skills_python
int64
skills_sql
int64
skills_ml
int64
skills_deep_learning
int64
skills_cloud
int64
salary
int64
job_posting_month
int64
job_posting_year
int64
hiring_urgency
string
job_openings
int64
1
AI Engineer
Startup
Retail
Canada
Remote
Senior
2
Master
0
0
0
1
0
158,322
6
2,024
Low
4
2
Machine Learning Engineer
MNC
Technology
Australia
Hybrid
Mid
0
Bachelor
1
1
1
0
1
163,666
11
2,026
High
9
3
Machine Learning Engineer
MNC
Technology
Germany
Onsite
Mid
14
Master
1
0
1
0
1
158,556
3
2,026
High
9
4
Business Analyst
Startup
Healthcare
Germany
Remote
Mid
9
Master
0
1
0
1
1
95,775
3
2,025
High
7
5
Data Scientist
MNC
Healthcare
Germany
Hybrid
Mid
5
Master
1
1
1
0
0
111,873
12
2,021
Low
2
6
Machine Learning Engineer
Medium
Technology
Australia
Onsite
Senior
6
Master
1
0
1
1
0
165,878
5
2,021
High
2
7
Data Scientist
MNC
Technology
Germany
Remote
Entry
14
Bachelor
0
0
0
0
0
67,027
8
2,026
High
8
8
Data Analyst
Enterprise
Finance
UK
Onsite
Entry
4
PhD
1
0
1
0
1
78,392
8
2,023
High
7
9
Machine Learning Engineer
Startup
Education
Canada
Onsite
Mid
2
PhD
0
0
0
0
1
123,840
5
2,021
Low
3
10
Data Engineer
Enterprise
Retail
USA
Onsite
Senior
9
Master
1
0
0
0
1
112,408
4
2,024
High
7
11
AI Engineer
Medium
E-commerce
Singapore
Onsite
Entry
10
PhD
0
1
0
1
0
103,157
12
2,021
Medium
3
12
Machine Learning Engineer
Startup
Education
USA
Remote
Mid
13
Master
0
1
1
0
1
142,392
1
2,020
High
9
13
Data Analyst
Medium
Finance
Germany
Remote
Entry
6
PhD
1
1
0
0
1
55,663
11
2,025
Low
5
14
Data Scientist
MNC
Finance
Australia
Remote
Mid
6
Master
1
0
0
0
0
90,698
1
2,021
High
8
15
Machine Learning Engineer
MNC
Education
Singapore
Remote
Entry
2
Bachelor
1
1
0
1
1
135,535
7
2,023
Low
6
16
Data Analyst
MNC
Retail
USA
Onsite
Mid
3
Bachelor
1
1
1
0
0
114,339
11
2,025
Low
1
17
Business Analyst
Enterprise
Technology
Germany
Onsite
Senior
2
Master
0
0
1
1
0
133,680
1
2,026
High
4
18
Machine Learning Engineer
MNC
Finance
UK
Remote
Entry
6
Master
0
1
1
0
0
122,049
1
2,025
High
9
19
AI Engineer
Startup
E-commerce
UK
Onsite
Entry
2
Bachelor
0
1
1
0
1
116,197
8
2,020
High
8
20
AI Engineer
Enterprise
Finance
Germany
Hybrid
Mid
13
PhD
0
0
0
0
1
122,869
3
2,024
Medium
2
21
Data Scientist
MNC
Finance
Germany
Remote
Mid
3
Bachelor
1
1
1
0
0
109,735
1
2,023
Low
1
22
Data Analyst
Enterprise
Education
Singapore
Hybrid
Mid
5
Master
1
0
0
1
1
99,893
1
2,023
Low
2
23
Data Scientist
Startup
Technology
Canada
Onsite
Senior
0
Bachelor
1
1
1
0
1
121,060
8
2,024
Low
5
24
Data Scientist
Medium
E-commerce
Singapore
Onsite
Entry
12
PhD
0
1
0
0
1
63,319
2
2,020
Medium
3
25
Machine Learning Engineer
Enterprise
Education
India
Onsite
Mid
14
Master
1
0
1
0
0
125,784
8
2,020
Medium
2
26
Data Scientist
Enterprise
Education
Singapore
Remote
Mid
9
PhD
0
1
0
1
0
92,992
4
2,024
High
7
27
AI Engineer
Startup
Education
Australia
Onsite
Senior
11
PhD
1
1
1
0
0
154,146
9
2,021
Medium
6
28
Data Engineer
Startup
Education
India
Hybrid
Mid
3
Bachelor
1
1
0
1
0
88,124
12
2,023
Low
5
29
AI Engineer
Startup
Technology
Australia
Remote
Mid
2
PhD
0
1
1
1
0
140,635
10
2,025
High
2
30
Data Analyst
Startup
Retail
Germany
Hybrid
Senior
4
Master
1
0
1
0
0
111,931
5
2,020
High
9
31
Machine Learning Engineer
Medium
Finance
Singapore
Hybrid
Mid
8
Master
1
0
0
0
1
129,662
5
2,025
High
7
32
Business Analyst
Enterprise
Retail
Germany
Hybrid
Senior
5
Bachelor
0
0
1
1
0
127,141
4
2,024
High
1
33
AI Engineer
MNC
Healthcare
India
Remote
Senior
13
Bachelor
1
0
0
1
1
182,849
4
2,026
Medium
6
34
Machine Learning Engineer
Medium
Retail
India
Remote
Entry
3
Bachelor
1
1
1
0
1
119,087
11
2,023
Low
1
35
AI Engineer
Medium
Retail
Germany
Remote
Entry
2
Bachelor
0
0
1
0
0
103,913
11
2,023
Low
1
36
Business Analyst
Startup
Technology
Singapore
Hybrid
Mid
2
Bachelor
1
0
0
0
1
86,748
10
2,021
High
8
37
Machine Learning Engineer
Medium
Healthcare
UK
Remote
Senior
4
Master
1
0
0
0
1
145,728
5
2,024
Low
4
38
Data Scientist
MNC
Healthcare
Canada
Remote
Senior
2
Bachelor
1
1
1
0
0
136,806
5
2,023
High
8
39
Data Scientist
Enterprise
E-commerce
Singapore
Remote
Senior
13
Bachelor
0
0
1
1
1
136,365
11
2,022
High
9
40
Data Scientist
MNC
Technology
Canada
Remote
Senior
6
Bachelor
1
1
0
1
1
145,486
5
2,024
Low
3
41
Data Analyst
MNC
Finance
Germany
Onsite
Entry
6
Bachelor
1
0
0
0
0
71,541
10
2,024
High
7
42
Data Analyst
Enterprise
E-commerce
UK
Onsite
Mid
11
PhD
0
1
1
1
0
101,542
8
2,021
High
6
43
Data Scientist
Medium
Retail
India
Hybrid
Entry
4
Bachelor
1
0
1
1
0
76,365
4
2,020
High
1
44
Data Scientist
Startup
Technology
Germany
Hybrid
Senior
12
PhD
1
1
0
0
1
109,268
2
2,023
Medium
3
45
Data Engineer
Medium
Technology
Germany
Remote
Senior
6
Bachelor
0
0
0
1
1
121,214
12
2,020
High
9
46
Data Scientist
MNC
Finance
Australia
Remote
Mid
11
Master
0
1
0
0
0
94,175
6
2,024
Medium
5
47
Data Analyst
MNC
E-commerce
Germany
Onsite
Senior
1
Bachelor
0
0
0
1
0
139,588
6
2,025
Low
1
48
Data Analyst
MNC
Finance
UK
Hybrid
Mid
7
Bachelor
1
1
1
1
1
130,539
12
2,024
High
2
49
Data Scientist
MNC
Retail
Australia
Onsite
Entry
0
Bachelor
0
1
0
1
1
93,324
6
2,021
Low
3
50
Data Analyst
MNC
E-commerce
Singapore
Remote
Mid
7
Master
1
1
0
0
0
91,015
1
2,025
High
7
51
Data Scientist
Medium
Finance
UK
Remote
Mid
8
PhD
1
0
0
0
0
71,633
9
2,022
Medium
1
52
Data Scientist
Startup
Education
Germany
Remote
Entry
4
PhD
1
0
0
0
0
49,809
10
2,022
Low
5
53
Data Scientist
Startup
Education
USA
Hybrid
Entry
12
PhD
0
1
1
0
0
63,419
8
2,026
High
8
54
Machine Learning Engineer
Medium
Healthcare
Australia
Hybrid
Senior
1
PhD
1
0
1
1
0
171,544
7
2,026
High
9
55
Business Analyst
Startup
Education
India
Onsite
Senior
5
PhD
1
1
1
1
1
143,017
11
2,022
High
2
56
Machine Learning Engineer
MNC
Finance
Australia
Remote
Senior
6
Master
1
0
0
0
0
155,137
8
2,020
Low
4
57
Machine Learning Engineer
Startup
Technology
Germany
Remote
Mid
4
Master
1
0
1
0
0
131,254
9
2,026
Low
3
58
Data Analyst
Medium
Technology
Germany
Remote
Senior
10
PhD
0
1
1
0
1
127,570
5
2,024
Medium
3
59
Machine Learning Engineer
MNC
Healthcare
Canada
Hybrid
Entry
0
Master
0
0
1
1
1
154,945
11
2,020
High
2
60
Machine Learning Engineer
Startup
Finance
Australia
Onsite
Mid
14
PhD
1
0
0
1
1
136,276
4
2,026
Medium
1
61
Data Engineer
Medium
Healthcare
Germany
Onsite
Mid
12
Master
1
1
0
1
0
90,122
7
2,025
High
7
62
Data Analyst
Enterprise
Technology
Canada
Hybrid
Mid
2
Master
0
0
1
0
0
93,905
7
2,020
Low
5
63
Data Scientist
Enterprise
Education
India
Hybrid
Entry
12
Bachelor
1
0
1
1
0
84,361
4
2,026
High
9
64
Data Engineer
Medium
Finance
Germany
Onsite
Mid
4
Bachelor
1
1
1
1
1
110,876
6
2,024
High
8
65
Data Scientist
Startup
E-commerce
Australia
Remote
Mid
6
Master
1
1
1
0
1
104,352
7
2,022
High
8
66
Data Analyst
Enterprise
E-commerce
Germany
Onsite
Mid
3
Master
1
0
1
0
1
97,551
6
2,022
Low
6
67
Data Engineer
Startup
Healthcare
Singapore
Onsite
Mid
12
PhD
1
0
1
1
1
118,915
1
2,023
High
4
68
Data Scientist
MNC
Finance
India
Hybrid
Mid
13
Bachelor
0
0
1
0
0
108,744
6
2,021
Medium
3
69
Machine Learning Engineer
Startup
Healthcare
Germany
Hybrid
Entry
3
Master
0
0
0
0
0
86,994
8
2,025
High
9
70
Data Analyst
Medium
Finance
Canada
Hybrid
Mid
4
Master
1
0
0
1
1
104,762
1
2,025
Low
3
71
AI Engineer
MNC
E-commerce
UK
Remote
Entry
11
Master
1
0
0
0
0
112,546
10
2,025
Medium
3
72
AI Engineer
Startup
E-commerce
India
Remote
Mid
7
PhD
1
1
0
0
1
125,142
1
2,020
Low
1
73
Data Scientist
Startup
Healthcare
Australia
Remote
Senior
2
PhD
1
1
0
0
0
100,567
4
2,026
High
8
74
Business Analyst
Startup
Technology
Australia
Onsite
Senior
5
Bachelor
0
0
0
0
0
97,336
4
2,025
High
7
75
Machine Learning Engineer
Medium
E-commerce
UK
Hybrid
Entry
5
Master
0
0
0
1
0
107,863
8
2,024
High
8
76
Business Analyst
Enterprise
Technology
Germany
Remote
Mid
14
PhD
0
0
1
1
1
115,779
11
2,025
High
5
77
Machine Learning Engineer
MNC
Education
Australia
Onsite
Senior
13
Master
0
1
1
0
1
180,984
1
2,026
Medium
2
78
AI Engineer
Enterprise
Technology
Germany
Remote
Entry
9
PhD
0
1
0
1
0
104,146
8
2,020
Medium
6
79
Data Engineer
Enterprise
Finance
Australia
Remote
Entry
13
Master
1
1
0
0
0
49,662
3
2,026
Medium
6
80
Business Analyst
Enterprise
Finance
Canada
Remote
Mid
4
Bachelor
1
0
0
0
1
81,625
11
2,025
High
9
81
Machine Learning Engineer
Enterprise
Healthcare
UK
Hybrid
Senior
10
Bachelor
0
1
0
0
1
146,990
4
2,025
High
8
82
Business Analyst
MNC
Finance
USA
Remote
Senior
5
PhD
1
1
1
0
0
134,944
4
2,020
High
7
83
Data Scientist
MNC
Education
Australia
Onsite
Entry
6
Bachelor
0
1
0
1
0
88,058
8
2,022
Low
3
84
Data Engineer
MNC
Education
Canada
Remote
Entry
13
Bachelor
1
1
0
1
0
86,645
12
2,020
Medium
3
85
Machine Learning Engineer
Medium
Education
UK
Onsite
Entry
6
Bachelor
0
0
1
1
1
131,305
12
2,020
High
3
86
AI Engineer
MNC
Healthcare
Singapore
Remote
Entry
6
Bachelor
0
1
0
0
0
112,221
9
2,026
High
8
87
Business Analyst
Enterprise
Retail
USA
Onsite
Mid
7
PhD
1
1
1
1
0
105,619
5
2,025
High
4
88
Business Analyst
Medium
Healthcare
Singapore
Hybrid
Senior
6
Bachelor
0
0
1
0
0
111,308
12
2,021
Low
4
89
Machine Learning Engineer
Startup
E-commerce
Germany
Onsite
Mid
1
PhD
0
0
0
1
1
135,804
6
2,025
Low
5
90
Data Scientist
Medium
E-commerce
Germany
Onsite
Mid
11
Master
1
0
1
1
1
114,223
1
2,021
High
7
91
Data Analyst
Startup
Education
USA
Hybrid
Entry
6
Bachelor
0
1
1
0
1
76,809
10
2,024
Low
4
92
Business Analyst
Medium
E-commerce
UK
Hybrid
Mid
9
Bachelor
1
0
1
1
0
107,141
10
2,023
High
5
93
Business Analyst
Medium
Education
Canada
Onsite
Entry
5
PhD
0
1
1
1
0
83,646
10
2,024
High
9
94
Data Scientist
Medium
E-commerce
Germany
Hybrid
Mid
1
Master
1
1
0
0
0
75,490
10
2,024
Low
5
95
Business Analyst
Enterprise
Retail
Germany
Remote
Senior
7
PhD
0
1
1
0
0
114,853
6
2,024
High
8
96
Data Scientist
Medium
Technology
Singapore
Onsite
Senior
0
PhD
1
0
0
0
1
105,153
2
2,024
High
9
97
Data Scientist
Startup
Finance
USA
Remote
Entry
7
PhD
1
0
0
0
0
46,252
12
2,023
Low
2
98
Data Analyst
Medium
Education
India
Onsite
Entry
10
PhD
0
0
0
1
0
67,982
12
2,025
High
7
99
Data Analyst
MNC
E-commerce
USA
Onsite
Entry
5
Master
1
0
1
0
1
98,044
10
2,026
High
9
100
Machine Learning Engineer
MNC
Finance
Singapore
Hybrid
Entry
9
Master
0
1
0
0
0
113,007
2
2,022
High
9