Company profile
Scale AI
Scale AI provides the human data and evals pipeline that trains many of the frontier models, plus Scale Donovan for defense and government AI. Interviews are bar-raisey in the Amazon mould, with deep coding rounds, a system-design focused on data pipelines and queues, and an explicit ownership/intensity culture-fit.
Interview process
Scale AI operates as a research organization, so interviews at this kind of employer usually go deep rather than broad: past projects, publications where relevant, and how you reason about open problems. Panels tend to include working researchers rather than dedicated interviewers. The role pages below show what to prepare for ml engineer, ai engineer, ai infrastructure engineer positions.
Questions and process by role
Scale AI hires across several engineering and product functions, and the loop shifts with each one. Open a role for the reported questions, the round-by-round focus, and a salary band for that function.
- ML engineer
ML engineer interview questions and process at Scale AI.
engineering - AI engineer
AI engineer interview questions and process at Scale AI.
ai - AI infrastructure engineer
AI infrastructure engineer interview questions and process at Scale AI.
ai - AI red team engineer
AI red team engineer interview questions and process at Scale AI.
ai - AI research engineer
AI research engineer interview questions and process at Scale AI.
research - MLOps engineer
MLOps engineer interview questions and process at Scale AI.
ai - Analytics engineer
Analytics engineer interview questions and process at Scale AI.
data - BI engineer
BI engineer interview questions and process at Scale AI.
data
Salary signal
Approximate senior median pay for Scale AI's core roles, anchored to San Francisco and modeled from BLS, ONS, and Levels.fyi reference medians. These are market bands for the role and city, not Scale AI offers. Open a role for the full city-by-city table.
Employee reviews
Scale AI holds a 3.6 Glassdoor rating. External review scores are directional signals. Treat them as context alongside the specific team, location, level, and hiring manager you are interviewing with.
Glassdoor 3.6