ATS-friendly Generative AI Engineer resume: keywords, examples & free ATS check
Generative AI roles ask for hands-on LLM experience: fine-tuning, retrieval, agents and tool use, plus guardrails for safety and cost. ATS filters match on model names, fine-tuning methods and frameworks — interviewers ask why you chose each one.
Top Generative AI Engineer resume keywords
ATS systems rank resumes by how many of the job's keywords they contain. Add the ones you genuinely have — in your skills section and inside your bullets.
Generative AI Engineer resume bullet examples: weak vs strong
Start with an action verb, say what you built and how, and end with a number. Our AI can rewrite your weak bullets like this in one click.
✗ Weak: Fine-tuned an LLM.
✓ Strong: Fine-tuned an open-source 8B model with LoRA on 12k support conversations, matching GPT-class quality at one-fifth of the cost.
✗ Weak: Built an AI agent.
✓ Strong: Built a tool-calling agent that drafts purchase orders from emails, cutting manual data entry by 20 hours a week.
✗ Weak: Added safety to the chatbot.
✓ Strong: Added input/output guardrails and PII redaction, blocking 99% of prompt-injection attempts in red-team tests.
Interview questions your Generative AI Engineer resume will trigger
Every line on your resume is a question waiting to happen. Our AI generates questions like these from your resume and scores your answers.
Common mistakes
- Calling a single API call 'an agent'
- No evaluation or safety work mentioned
- Model names without what you achieved with them
Frequently asked questions
What keywords should a Generative AI Engineer resume have?+
Use the keywords from the job description you're applying to. Common ones for Generative AI Engineer roles: Generative AI, LLMs, Fine-tuning, LoRA, Hugging Face, Transformers, RAG, AI Agents, Function Calling, LangGraph. Only list skills you can explain in an interview.
How do I check if my Generative AI Engineer resume is ATS-friendly?+
Upload it to the free ATS checker on ExplainMyResume. You get a score out of 100, the fixes ranked by points, and missing keywords when you paste a job description. No sign-up needed to see your score.
What are common Generative AI Engineer resume mistakes?+
Calling a single API call 'an agent'. No evaluation or safety work mentioned. Model names without what you achieved with them.
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