Data
Data Scientist Jobs
Data science splits into analytics-facing roles embedded with product teams and modelling-facing roles closer to machine learning. Titles rarely make that distinction clear, so the interview loop is the better signal.
- Demand index
- 79
- Est. openings
- 38,000
- YoY growth
- +8.4%
- Median salary
- $158k
0–100 composite
Process
Typical interview loop
- 1Recruiter screen
- 2SQL and analytics screen
- 3Statistics and experimentation
- 4Case study
- 5Cross-functional panel
In-demand skills
SQL and warehouse modellingPython or RExperimentation and causal inferenceStatistical communicationDashboarding
By market
Data Scientist openings by city
Employers
Companies hiring data scientists
Stripe
Payments infrastructure for internet businesses, from startups to global enterprises.
Snowflake
Cloud data platform separating storage from compute across every major cloud.
Databricks
Data and AI platform built on the lakehouse architecture and open table formats.
Ramp
Corporate cards and spend management built around reducing expenditure rather than rewarding it.