Resume gap analysis for Prompt Engineer

Prompt design depth is stated, never evidenced

Most Prompt Engineer resumes list Prompt design as a bullet in a skills bar. Job descriptions ask what you built with it. Attach Prompt design to one project, its scope, and the result.

No numbers against eval pass rate

Hiring managers for this role scan for eval pass rate and hallucination rate. A resume without those figures reads as a prompt engineer who was present, not one who moved anything.

OpenAI API listed, Anthropic API missing

JDs for this role usually pair OpenAI API with Anthropic API. Naming only one signals partial coverage of the workflow and drops your keyword match.

Evaluation set construction and Few-shot patterns buried under duties

Evaluation set construction and Few-shot patterns are core screening keywords for Prompt Engineer openings, but they often sit at the bottom of a paragraph. An ATS weights the first lines of each role far more heavily.

Scope of ownership is unclear

"design and iterate prompts against measurable evaluation sets" means something different at a 5-person team and a 500-person org. State team size, budget, volume, or user count so the reviewer can place your Guardrail design experience.

Certifications and qualifications not surfaced

Generative AI Fundamentals Certification appear in the preferred section of most Prompt Engineer JDs. If you hold one, it belongs near the top, not in a trailing "Others" line.

Responsibilities