Tech Recruiting Workflows: 6 Department-Specific Prompt Packs

Recruitment teams at mid-market tech companies spend hours writing job descriptions, screening resumes, designing interview questions, and crafting outreach sequences—manually. This prompt pack gives in-house TA managers and technical recruiters 20 copy-paste ChatGPT prompts organized into 6 workflow stages, each tailored to one of five distinct hiring disciplines: Engineering (Full-Stack), Engineering (ML/AI), Sales, Product & Design, and Operations & Finance.

Unlike generic recruitment prompts, every prompt names the specific hiring context, uses industry-specific terminology, and includes role-specific screening criteria. A prompt for sourcing ML engineers looks nothing like a prompt for sourcing Sales Development Representatives—they reference different skill hierarchies, use different outreach language, and ask different qualification questions.

Each variant shares the same 6 sections—Job Description Generator, Candidate Sourcing Templates, Resume Screening Prompts, Outreach Sequences, Interview Question Designer, and Rejection Email Creator—but the content changes by department. The Operations variant focuses on process compliance and financial acumen; the Sales variant emphasizes pipeline generation and close rates; Engineering variants split between foundational web skills and specialized AI/ML qualifications.