Which roles ask for Hypothesis Testing at tech companies · 44 roles · 90 days to Oct 13, 2026
Updated
44 roles counted that list Hypothesis Testing, one per company, title and level; 83 postings in the window.
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In short
Hypothesis Testing: listed in 44 roles at tech companies whose requirements we read, in the 90 days to Oct 13, 2026. It was required in 37 and preferred in 7. The largest group is data scientist roles: 29 of 44.
- Required
- 37 of 44
- Of the roles that list Hypothesis Testing
- Preferred
- 7 of 44
- Of the roles that list Hypothesis Testing
- Largest group
- 29 of 44
- Data scientist
Roles that ask for Hypothesis Testing
Roles listing Hypothesis Testing, 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 | 29 | 29 of 390 |
| Data analyst | 6 | 6 of 192 |
| Machine learning engineer | 3 | 3 of 310 |
| Research scientist | 2 | 2 of 117 |
| AI engineer | 1 | 1 of 193 |
| Analytics engineer | 1 | 1 of 91 |
| Site reliability engineer | 1 | 1 of 201 |
| Software engineer | 1 | 1 of 2,265 |
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Companies that ask for it most
- Adyen2 roles
- Lyft2 roles
- Moloco2 roles
- Premier Inc.2 roles
- Stripe2 roles
- Waabi2 roles
- Acorns1 role
- Humana International Group1 role
- Smartsheet1 role
- The ACI Group, Inc.1 role
Asked alongside
Out of the 44 Hypothesis Testing roles whose requirements we read: the other skills they ask for. Too few to show shares, so we show counts.
| Skill | Roles asking |
|---|---|
| Python | 35 of 44 |
| Statistics | 34 of 44 |
| SQL | 29 of 44 |
| Machine Learning | 21 of 44 |
| Experimentation | 20 of 44 |
| Regression Analysis | 13 of 44 |
| R | 9 of 44 |
| scikit-learn | 9 of 44 |
| A/B Testing | 7 of 44 |
| Causal Inference | 7 of 44 |
| Skill | Roles asking |
|---|---|
| Machine Learning | 7 of 44 |
| Airflow | 5 of 44 |
| Causal Inference | 5 of 44 |
| Experimentation | 5 of 44 |
| Spark | 5 of 44 |
| A/B Testing | 4 of 44 |
| AI | 4 of 44 |
| AWS | 4 of 44 |
| Databricks | 4 of 44 |
| LLMs | 4 of 44 |
Experience
Asked most often: 5–7 years, 14 of 36.
Of the 36 roles that state years
- Under 1 year
- 0 of 36
- 1 year
- 1 of 36
- 2 years
- 5 of 36
- 3–4 years
- 10 of 36
- 5–7 years
- 14 of 36
- 8–9 years
- 2 of 36
- 10+ years
- 4 of 36
Degree
15 of 43 require a degree, and 14 more accept experience instead.
Of the 43 roles we could read for it
- Required
- 15 of 43
- Required, or experience instead
- 14 of 43
- Preferred
- 4 of 43
- Not mentioned
- 10 of 43
Pay and remote work
Of the 44 roles we could read for it. Pay these roles state, not what the skill pays.
- Roles stating pay
- 21 of 44
- Remote roles
- 21 of 44
How we count: 44 roles from 38 employers in the 90 days to Oct 13, 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