country
stringclasses
3 values
metro
stringclasses
94 values
technology
stringclasses
42 values
role
stringclasses
7 values
developers
int64
50
57.7k
public_email_pct
int64
22
60
open_to_work_pct
int64
4
48
France
*
*
*
11,662
31
18
France
*
*
Software engineering
7,516
33
21
France
Paris
*
*
4,306
32
18
France
*
Python
*
2,913
29
17
France
*
*
AI product
2,507
34
22
France
*
TypeScript
*
2,361
30
22
France
*
*
Infrastructure
2,053
33
20
France
*
Node.js
*
1,972
33
19
France
*
*
AI research
1,508
32
20
France
Paris
Python
*
1,234
29
17
France
*
RAG / Retrieval
*
1,140
33
21
France
*
AI Agents
*
1,031
35
22
France
*
LLM Engineering
*
960
35
23
France
*
PHP
*
896
32
21
France
*
C++
*
887
32
19
France
*
Java
*
882
34
17
France
Paris
TypeScript
*
865
30
22
France
Lyon
*
*
748
33
16
France
Paris
Node.js
*
740
32
19
France
*
Kubernetes / DevOps
*
686
36
20
France
*
PyTorch / ML
*
589
30
19
France
*
AWS
*
580
32
22
France
*
Go / Golang
*
576
34
19
France
*
Rust
*
526
33
22
France
Toulouse
*
*
516
31
21
France
Paris
RAG / Retrieval
*
474
34
20
France
*
Computer Vision
*
463
31
24
France
*
Terraform
*
424
32
21
France
Paris
LLM Engineering
*
420
36
23
France
Bordeaux
*
*
416
35
15
France
Paris
AI Agents
*
409
36
24
France
Nantes
*
*
374
29
16
France
*
React
*
324
35
17
France
Lille
*
*
314
33
17
France
Paris
C++
*
314
35
20
France
*
.NET / C#
*
290
32
17
France
Paris
PyTorch / ML
*
287
32
18
France
Paris
Java
*
281
37
19
France
*
Azure
*
274
31
21
France
Paris
Kubernetes / DevOps
*
271
36
20
France
Paris
PHP
*
253
37
19
France
*
GenAI Media (Image/Video)
*
251
37
21
France
Paris
AWS
*
245
31
23
France
*
LLM Inference / Serving
*
244
34
25
France
Paris
Computer Vision
*
240
32
24
France
Montpellier
*
*
233
33
22
France
Paris
Go / Golang
*
230
36
12
France
*
OVH
*
229
34
21
France
Grenoble
*
*
229
35
16
France
Rennes
*
*
222
34
17
France
*
Ruby
*
210
31
19
France
Paris
Rust
*
203
32
19
France
Marseille
*
*
189
33
21
France
*
*
Data science
179
40
20
France
Nice
*
*
179
32
20
France
*
Angular
*
178
28
21
France
Paris
Terraform
*
178
28
19
France
Lyon
Python
*
174
32
16
France
Lyon
TypeScript
*
161
30
14
France
Strasbourg
*
*
150
34
23
France
*
TensorFlow / ML
*
147
40
24
France
*
Kotlin / Android
*
144
45
28
France
Toulouse
Python
*
144
28
18
France
*
Hugging Face
*
143
23
16
France
*
GCP
*
141
44
26
France
Lyon
Node.js
*
138
34
16
France
Toulouse
TypeScript
*
120
22
22
France
*
*
Data engineering
108
38
24
France
*
Scaleway
*
107
33
18
France
Paris
Azure
*
107
33
13
France
*
JAX
*
103
35
19
France
Bordeaux
Python
*
101
37
22
France
Paris
LLM Inference / Serving
*
101
36
25
France
*
Swift / iOS
*
99
39
19
France
Paris
React
*
97
48
23
France
Paris
GenAI Media (Image/Video)
*
92
39
18
France
Nantes
Node.js
*
91
27
18
France
*
Vue.js
*
90
42
13
France
*
Reinforcement Learning
*
88
32
18
France
Toulouse
Node.js
*
80
36
24
France
Nantes
TypeScript
*
79
30
16
France
Paris
Hugging Face
*
78
24
17
France
Bordeaux
Node.js
*
77
35
18
France
Paris
.NET / C#
*
77
31
22
France
Bordeaux
TypeScript
*
76
38
21
France
Paris
Ruby
*
75
39
16
France
Paris
TensorFlow / ML
*
75
44
31
France
*
Flutter / Dart
*
71
30
31
France
Grenoble
Python
*
70
34
7
France
Lyon
AI Agents
*
70
31
21
France
Lyon
PHP
*
65
38
11
France
Lyon
RAG / Retrieval
*
65
28
23
France
*
GraphQL
*
64
55
19
France
Paris
GCP
*
63
46
35
France
Paris
Kotlin / Android
*
61
44
25
France
Lille
TypeScript
*
60
27
13
France
Montpellier
Python
*
59
27
19
France
Paris
Scaleway
*
56
38
16
France
*
Scala / Spark
*
54
35
22
France
Lyon
LLM Engineering
*
54
35
19