Scale.ai Software Engineer Interview Questions
The questions to prepare for a Scale.ai Software Engineer interview. Questions from real interview reports rank first. Updated daily.
Join party submissions to neighborhoods and merge hourly activity windows using datetime parsing and interval aggregation.
Use Google location travel times and bitmask dynamic programming to find the minimum round-trip route through resorts.
Design a claims agent that extracts evidence from emails and PDFs, makes approval decisions, and controls LLM cost.
Design a distributed task queue that assigns, retries, and monitors millions of labeling jobs with low latency and high reliability.
Identify meeting rooms that are free during each time gap using joins and interval logic.
Evaluates your ability to build reliable LLM pipeline steps with validation and output formatting.
Tests your ability to design evaluation, guardrails, and quality gates for LLM outputs in production.
Tests your ability to integrate LLMs into production workflows with validation and reliability checks.
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Return the first row for each unique value, then rank the k most frequent values.
EverlawUse ordered record selection and joins to return each instrument's latest qualifying order and event with fill details.
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