ATS resume checker for Prompt Engineer roles
We are looking for a Prompt Engineer to design and iterate prompts against measurable evaluation sets. You will diagnose model failures and design guardrails, and reduce cost per task without losing quality. Required: hands-on experience with Prompt design, Evaluation set construction, Few-shot patterns, Guardrail design, and working knowledge of OpenAI API, Anthropic API, LangSmith. Preferred: Generative AI Fundamentals Certification. Success in this role is measured by eval pass rate, hallucination rate, tokens per successful task.
Skills screened
- Prompt design
- Evaluation set construction
- Few-shot patterns
- Guardrail design
- Failure analysis
- Cost and token control
- A/B testing
- Domain research
Tools
- OpenAI API
- Anthropic API
- LangSmith
- Python
Qualifications
- Generative AI Fundamentals Certification
Questions
Which keywords should a Prompt Engineer resume include?
Pull them from the specific job description first. Across most Prompt Engineer postings the recurring terms are Prompt design, Evaluation set construction, Few-shot patterns, Guardrail design, Failure analysis, Cost and token control, plus tools such as OpenAI API, Anthropic API, LangSmith. ResumeScanner extracts the exact set from the JD you paste rather than relying on a generic list.
What match score is good for Prompt Engineer roles?
Anything above 75% usually means your resume covers the required skills and the seniority band. Below 60% there is normally a real gap — missing Evaluation set construction or OpenAI API experience — not just a wording problem. We show the reasoning behind the score so you can tell the two apart.
How do I quantify Prompt Engineer experience?
Tie each bullet to one of eval pass rate, hallucination rate, tokens per successful task. Even approximate figures beat none: reviewers read them as evidence you tracked outcomes.
Do Generative AI Fundamentals Certification certifications matter for this role?
They rarely replace experience, but they break ties. When Generative AI Fundamentals Certification appears in a JD's preferred list, our checker flags it as a missing keyword if your resume does not mention it.
Should I use a different resume for each Prompt Engineer application?
Not a different resume — a re-aligned one. Titles vary (LLM Prompt Specialist, Conversation Designer) and so do required tools. Re-running the check per JD takes seconds and normally surfaces two or three swaps worth making.