Data & AI

AI Engineer resume example

AI engineer resumes win when they show shipped LLM features, eval discipline, and cost-aware serving choices.

Top ATS keywords

Common terms ATS systems and recruiters search for in AI Engineer candidates.

llmragvector searchembeddingsopenaianthropicgroqvllmevalsprompt engineeringguardrailsfine-tuning

Sample resume bullet points

Use these as starting points — adapt the metrics to your own outcomes.

  • Shipped customer-support copilot with RAG over 14k internal docs; deflection rate 31%.
  • Designed eval harness with 1,200 graded examples; reduced hallucination rate 4× over baseline.
  • Cut inference cost 62% by routing easy queries to a smaller distilled model.
  • Implemented PII redaction and prompt-injection guardrails before each model call.

Common pitfalls

  • Just naming models, no eval rigor
  • No cost or latency awareness
  • Skipping safety/guardrail work

Related roles

Frequently asked questions

What's the best resume template for a AI Engineer?
Modern Accent works well for most AI Engineer candidates because one bold accent color band. You can switch templates anytime in our free builder.
Which keywords should appear on a AI Engineer resume?
Top ATS keywords for AI Engineer include: llm, rag, vector search, embeddings, openai, anthropic, groq, vllm.
How long should a AI Engineer resume be?
Aim for one page if you have under ten years of experience and two pages once you cross that mark. Cut anything that doesn't move the hiring decision.
Should I include a summary section?
Yes — a 2–3 sentence summary up top primes recruiters and ATS systems with the right context. Use it to state your level, specialty, and the kind of impact you've had.
Can I download this as a PDF for free?
Yes — every download from our builder is a free, ATS-friendly PDF with selectable text. No watermark, no signup.