Which roles ask for NumPy at tech companies · 22 roles · 90 days to Oct 7, 2026
Updated
22 roles counted that list NumPy, one per company, title and level; 29 postings in the window.
This page opens in search once it reaches 50 roles in 90 days.
In short
NumPy: listed in 22 roles at tech companies whose requirements we read, in the 90 days to Oct 7, 2026. It was required in 21 and preferred in 1. The largest group is data scientist roles: 14 of 22. Each role counts once, however many job boards post it.
- Required
- 21 of 22
- Of the roles that list NumPy
- Preferred
- 1 of 22
- Of the roles that list NumPy
- Largest group
- 14 of 22
- Data scientist
Roles that ask for NumPy
Roles listing NumPy, by title family. Where the role has a page, the count is also out of that role's roles whose requirements we read.
| Role | Roles | Of the role's roles we read |
|---|---|---|
| Data scientist | 14 | 14 of 112 |
| Machine learning engineer | 4 | 4 of 79 |
| Research scientist | 2 | 2 of 39 |
| Data engineer | 1 | 1 of 99 |
| Software engineer | 1 | 1 of 719 |
Companies that ask for it most
- George Bernard Consulting3 roles
- Jobskey Consultancy2 roles
- Ramp2 roles
- Zscaler2 roles
- DevGrid1 role
- EngiFlex1 role
- Logistics Management Institute1 role
- Snorkel AI1 role
- Spotify1 role
- Supersub1 role
Asked alongside
Out of the 22 NumPy roles whose requirements we read: the other skills they ask for. Too few to show shares, so we show counts.
| Skill | Roles asking |
|---|---|
| Python | 21 of 22 |
| Pandas | 20 of 22 |
| SQL | 16 of 22 |
| Machine Learning | 15 of 22 |
| Statistics | 13 of 22 |
| scikit-learn | 13 of 22 |
| LLMs | 8 of 22 |
| PyTorch | 7 of 22 |
| Classification | 6 of 22 |
| AI | 5 of 22 |
| Skill | Roles asking |
|---|---|
| Machine Learning | 4 of 22 |
| Power BI | 4 of 22 |
| Tableau | 4 of 22 |
| AWS | 3 of 22 |
| Business Intelligence | 3 of 22 |
| Data Visualization | 3 of 22 |
| Databricks | 3 of 22 |
| Fraud Detection | 3 of 22 |
| GCP | 3 of 22 |
| Generative AI | 3 of 22 |
Experience
Of the 7 roles that state years
Each line counts roles asking for at least that many years, so the lines overlap.
- 1+ year
- 7 of 7
- 2+ years
- 6 of 7
- 3+ years
- 5 of 7
- 5+ years
- 2 of 7
- 8+ years
- 1 of 7
- 10+ years
- 0 of 7
Degree
Of the 12 roles we could read for it
- Required
- 4 of 12
- Required, or experience instead
- 1 of 12
- Preferred
- 3 of 12
- Not mentioned
- 4 of 12
Pay and remote work
Of the 22 roles we could read for it. Pay these roles state, not what the skill pays.
- Roles stating pay
- 9 of 22
- Remote roles
- 20 of 22
How we count: 22 roles from 17 employers in the 90 days to Oct 7, 2026, each role counted once however many boards post it. Skills are counted out of the roles whose requirements we read. Roles are not filtered by country. Methodology