Which roles ask for Personalization at tech companies · 15 roles · 90 days to Oct 7, 2026
Updated
15 roles counted that list Personalization, one per company, title and level; 46 postings in the window.
This page opens in search once it reaches 50 roles in 90 days.
In short
Personalization: listed in 15 roles at tech companies whose requirements we read, in the 90 days to Oct 7, 2026. It was required in 8 and preferred in 7. The largest group is machine learning engineer roles: 6 of 15.
- Required
- 8 of 15
- Of the roles that list Personalization
- Preferred
- 7 of 15
- Of the roles that list Personalization
- Largest group
- 6 of 15
- Machine learning engineer
Roles that ask for Personalization
Roles listing Personalization, 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 |
|---|---|---|
| Machine learning engineer | 6 | 6 of 79 |
| Software engineer | 4 | 4 of 719 |
| Data scientist | 3 | 3 of 112 |
| Analytics engineer | 1 | 1 of 28 |
| Data architect | 1 | 1 of 11 |
Companies that ask for it most
- Airbnb2 roles
- Spotify2 roles
- Databricks1 role
- Digital Forms1 role
- FYUL1 role
- Glean1 role
- Humana1 role
- Margera1 role
- Progressive Leasing1 role
- Stripe1 role
Asked alongside
Out of the 15 Personalization roles whose requirements we read: the other skills they ask for. Too few to show shares, so we show counts.
| Skill | Roles asking |
|---|---|
| Machine Learning | 10 of 15 |
| AI | 9 of 15 |
| Python | 9 of 15 |
| SQL | 6 of 15 |
| Experimentation | 5 of 15 |
| LLMs | 5 of 15 |
| Data Processing | 4 of 15 |
| PyTorch | 4 of 15 |
| Algorithms | 3 of 15 |
| Deep Learning | 3 of 15 |
| Skill | Roles asking |
|---|---|
| Recommendation Systems | 5 of 15 |
| Causal Inference | 2 of 15 |
| LLMs | 2 of 15 |
| Ranking Systems | 2 of 15 |
| A/B Testing | 1 of 15 |
| Amazon Kinesis | 1 of 15 |
| D3.js | 1 of 15 |
| Data Infrastructure | 1 of 15 |
| Data Pipelines | 1 of 15 |
| Distributed Systems | 1 of 15 |
Experience
Of the 9 roles that state years
Each line counts roles asking for at least that many years, so the lines overlap.
- 1+ year
- 9 of 9
- 2+ years
- 9 of 9
- 3+ years
- 7 of 9
- 5+ years
- 5 of 9
- 8+ years
- 3 of 9
- 10+ years
- 2 of 9
Degree
Of the 13 roles we could read for it
- Required
- 4 of 13
- Required, or experience instead
- 1 of 13
- Preferred
- 0 of 13
- Not mentioned
- 8 of 13
Pay and remote work
Of the 15 roles we could read for it. Pay these roles state, not what the skill pays.
- Roles stating pay
- 7 of 15
- Remote roles
- 10 of 15
How we count: 15 roles from 13 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