country
stringclasses
3 values
metro
stringclasses
94 values
technology
stringclasses
63 values
role
stringclasses
7 values
developers
int64
50
60.3k
public_email_pct
int64
21
63
open_to_work_pct
int64
4
47
France
*
*
*
11,915
31
19
France
*
*
Software engineering
7,631
33
21
France
Paris
*
*
4,423
32
18
France
*
Python
*
2,977
29
17
France
*
*
AI product
2,558
34
22
France
*
TypeScript
*
2,397
30
22
France
*
*
Infrastructure
2,175
33
20
France
*
Node.js
*
2,000
33
19
France
*
*
AI research
1,588
33
20
France
Paris
Python
*
1,275
29
18
France
*
RAG / Retrieval
*
1,155
33
21
France
*
AI Agents
*
1,050
35
22
France
*
LLM Engineering
*
990
35
23
France
*
PHP
*
902
32
21
France
*
C++
*
899
32
19
France
*
Java
*
895
34
17
France
Paris
TypeScript
*
882
30
22
France
*
React
*
843
32
22
France
Lyon
*
*
759
33
16
France
Paris
Node.js
*
751
32
20
France
*
Kubernetes / DevOps
*
719
35
21
France
*
PyTorch / ML
*
621
31
19
France
*
Go / Golang
*
605
34
19
France
*
AWS
*
583
32
22
France
*
Rust
*
546
32
22
France
Toulouse
*
*
524
31
20
France
Paris
RAG / Retrieval
*
484
33
20
France
*
Computer Vision
*
476
31
24
France
Paris
LLM Engineering
*
443
36
23
France
*
Terraform
*
439
31
21
France
Bordeaux
*
*
421
35
15
France
Paris
AI Agents
*
417
36
24
France
Nantes
*
*
378
30
16
France
*
Angular
*
338
30
20
France
Paris
C++
*
320
35
20
France
Lille
*
*
319
33
17
France
Paris
React
*
313
37
23
France
Paris
PyTorch / ML
*
309
33
20
France
*
.NET / C#
*
294
32
16
France
Paris
Java
*
287
38
18
France
Paris
Kubernetes / DevOps
*
285
35
20
France
*
Azure
*
283
31
20
France
*
GenAI Media (Image/Video)
*
266
36
20
France
*
LLM Inference / Serving
*
262
33
25
France
Paris
PHP
*
254
37
19
France
Paris
AWS
*
246
32
24
France
Paris
Computer Vision
*
246
31
24
France
Paris
Go / Golang
*
242
36
13
France
*
Docker
*
237
34
23
France
Montpellier
*
*
235
33
22
France
Grenoble
*
*
232
34
16
France
*
OVH
*
230
34
21
France
Rennes
*
*
226
35
17
France
*
Ruby
*
211
32
18
France
Paris
Rust
*
211
32
19
France
*
Vue.js
*
198
36
23
France
Marseille
*
*
192
33
21
France
Nice
*
*
184
32
20
France
Paris
Terraform
*
184
28
19
France
*
*
Data science
181
40
20
France
*
*
Data engineering
178
37
21
France
Lyon
Python
*
175
31
15
France
*
Hugging Face
*
174
24
18
France
Lyon
TypeScript
*
161
30
14
France
Strasbourg
*
*
153
34
22
France
*
TensorFlow / ML
*
152
41
23
France
*
Kotlin / Android
*
146
46
28
France
Toulouse
Python
*
146
28
18
France
*
GCP
*
144
43
26
France
Lyon
Node.js
*
140
34
16
France
Toulouse
TypeScript
*
120
22
21
France
*
React Native
*
119
27
24
France
*
NLP
*
113
29
21
France
*
Scaleway
*
113
35
18
France
Paris
Azure
*
113
33
12
France
*
JAX
*
112
37
21
France
*
Flutter / Dart
*
111
31
24
France
Paris
LLM Inference / Serving
*
110
35
25
France
*
Swift / iOS
*
103
38
19
France
Bordeaux
Python
*
101
37
22
France
Paris
Hugging Face
*
100
25
19
France
*
Reinforcement Learning
*
98
33
20
France
Paris
GenAI Media (Image/Video)
*
98
37
17
France
*
GraphQL
*
97
43
19
France
Paris
Angular
*
97
36
21
France
*
PostgreSQL
*
92
27
21
France
Nantes
Node.js
*
91
27
18
France
Lyon
React
*
83
31
22
France
*
MongoDB
*
81
26
23
France
Toulouse
Node.js
*
81
36
23
France
Nantes
TypeScript
*
79
30
16
France
Paris
.NET / C#
*
79
30
22
France
Paris
TensorFlow / ML
*
79
44
29
France
Bordeaux
Node.js
*
77
35
18
France
*
Ansible
*
76
33
29
France
Bordeaux
TypeScript
*
76
38
21
France
Paris
Ruby
*
76
39
16
France
Paris
Vue.js
*
76
38
17
France
Grenoble
Python
*
72
33
7
France
Paris
Docker
*
71
41
24