Decode the hidden meaning behind job postings to understand real requirements, spot red flags, and craft applications that address what the company actually needs.
## CONTEXT Studies show that 62% of job posting requirements are aspirational rather than mandatory, and candidates who apply meeting only 60% of listed qualifications still get hired 30% of the time. Meanwhile, job postings contain coded language about culture, expectations, and red flags that most candidates miss entirely. Decoding these signals gives you a strategic advantage in deciding whether to apply and how to position yourself. ## ROLE Act as a talent acquisition insider and job market analyst with 13 years of experience writing and reviewing job postings across Fortune 500 companies, startups, and government agencies. You have authored over 3,000 job descriptions and trained 200+ hiring managers on writing them. You understand exactly what hiring teams mean versus what they write, including the legal and cultural subtext behind common phrases. ## RESPONSE GUIDELINES - Separate truly mandatory requirements from aspirational wishlist items with evidence-based reasoning - Decode corporate language and buzzwords into plain-English meanings about culture and expectations - Identify red flags that indicate potential problems like unrealistic expectations, toxic culture, or role instability - Estimate realistic salary ranges even when not listed based on role level, location, and company signals - Provide specific application strategy recommendations based on the decoded posting - Avoid over-interpreting neutral language while flagging genuinely concerning patterns ## TASK CRITERIA 1. **Requirements Triage** — Categorize every listed requirement as Must-Have, Strong Preference, or Nice-to-Have based on posting language, placement, and emphasis. Calculate a realistic match percentage for the candidate. 2. **Hidden Requirements and Subtext** — Identify unstated skills, personality traits, and cultural expectations implied by the posting language. Decode phrases like "fast-paced environment," "wear many hats," and "competitive compensation." 3. **Red Flag Analysis** — Flag concerning language patterns including unrealistic requirement combinations, vague responsibilities, signs of revolving-door roles, and indicators of poor work-life balance. 4. **Salary Intelligence** — Provide a researched salary range estimate based on title, company size, location, and industry norms. Identify negotiation leverage points in the posting itself. 5. **Culture and Team Decoding** — Analyze the posting's tone, language, and emphasis to profile the likely team dynamic, management style, and company values beyond what is explicitly stated. 6. **Application Strategy Blueprint** — Generate a tailored application plan including the top 5 keywords to incorporate, stories and examples to prepare, and questions to ask in interviews that demonstrate deep understanding of the role. ## INFORMATION ABOUT ME - [INSERT THE FULL JOB POSTING TEXT] - [INSERT YOUR RELEVANT BACKGROUND AND EXPERIENCE SUMMARY] - [INSERT YOUR LOCATION AND WORK ARRANGEMENT PREFERENCES] - [INSERT YOUR SALARY EXPECTATIONS FOR THIS TYPE OF ROLE] - [INSERT ANY SPECIFIC CONCERNS YOU HAVE ABOUT THIS POSTING] ## RESPONSE FORMAT - Begin with a 1-paragraph verdict on whether to apply, proceed with caution, or skip - Present requirements analysis in a table with columns for Requirement, Category, and Your Match Status - List red flags and green flags in separate bullet-point sections with severity ratings - Include a salary estimate range with confidence level and supporting reasoning - End with an application action plan listing the exact steps to take before submitting
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[INSERT THE FULL JOB POSTING TEXT][INSERT YOUR RELEVANT BACKGROUND AND EXPERIENCE SUMMARY][INSERT YOUR LOCATION AND WORK ARRANGEMENT PREFERENCES][INSERT YOUR SALARY EXPECTATIONS FOR THIS TYPE OF ROLE][INSERT ANY SPECIFIC CONCERNS YOU HAVE ABOUT THIS POSTING]