Interview questions
Scale AI AI engineer interview questions (2026)
3 real interview questions reported by engineers who interviewed at Scale AI, spanning AI Engineering. Every question is scored against a golden answer on the things Scale AI actually grades — architecture, token efficiency, security and correctness — not just whether your code runs.
Scale AI AI Engineering questions
- Hallucination Detection Pipeline Fails On Contradictory Claims Against Context
Your hallucination detection pipeline is supposed to flag responses that contain claims not supported by the retrieved context. It is passing responses that clearly contradict the
- Computer Vision Pipeline: Image Acquisition Through Classification and Detection
Explain a typical computer vision pipeline.
- Insurance Claims Agent with RAG, Cost-Optimized LLM Integration
Design an insurance-claims "agent" system that ingests claims and outputs an approval decision using RAG and infra/storage choices while controlling LLM/token cost.
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