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AI · LLM Engineering

LLM engineering assessment for hiring

Test how candidates design reliable LLM features — retrieval, evals, guardrails, and cost control.

What this assessment tests

  • Prompt and tool design
  • RAG architecture
  • Offline evaluation
  • Safety and monitoring

Sample question

How would you detect and reduce hallucinations in a customer-support RAG assistant without blocking valid answers?

AI-resistant by design

Work-sample style prompts require system design choices grounded in failure modes, not generic best-practice lists.