Mistakes to Avoid

BAD: Listing “Worked on AI ethics research” without quantifying impact. GOOD: “Led a capstone project that cut toxic comment exposure by 27 %, using a hybrid rule‑based + transformer pipeline.”

BAD: Saying “I’m comfortable with moderation tools” and leaving the statement vague. GOOD: “Implemented OpenAI’s Moderation API to achieve a 0.5 % hallucination reduction on a test set of 5,000 prompts.”

BAD: Omitting the company‑specific framework and hoping interviewers will infer competence. GOOD: “Applied Amazon’s STAR‑Impact model to design a real‑time ad‑policy filter that reduced violations by 22 % in 48 hours.”

Each mistake illustrates a missing safety‑metric signal; each good example provides the exact number the hiring committee needs to see.

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FAQ

Is it okay to claim a “product launch” when I only did a university project?
No. The hiring committee treats “launch” as a product‑level signal. Cite the project as a “product‑style impact” with the exact metric (e.g., 27 % reduction) and reference the framework (COT, STAR‑Impact) to avoid a “no‑hire” judgment.

Can I list a generic AI ethics course on my resume?
Not if you want to move forward. The panels at Google and Meta discount generic coursework; they look for concrete safety metrics, such as a ≤ 3 % false‑negative rate you achieved in a hackathon. Without that number, the resume is filtered.

What compensation should I state on my resume for a generative AI moderation PM role?
State the base range you’re targeting, e.g., $170,000 – $185,000, and the equity slice you expect (e.g., 0.04 %). Mention the sign‑on range you negotiated in a prior internship ($30,000) to signal market awareness; omitting it signals a lack of negotiation experience.amazon.com/dp/B0GWWJQ2S3).