Job Decoder
Cut through the corporate jargon. Find out what a job posting really means before you apply.
Paste any job description and get an instant breakdown of real requirements, red flags, and hidden signals.
Why Decode Job Postings?
Job postings are written by committees, filtered through HR, and optimized to attract applicants — not to tell you the truth. Requirements are inflated, vague language hides real expectations, and red flags are buried in corporate-speak. By the time you've applied and made it to a third interview, you might realize the role isn't what you imagined.
Our Job Decoder cuts through the noise. Paste any job description and get a plain-English breakdown: what they actually need vs. what they're asking for, which requirements are must-haves vs. wish lists, and what certain phrases signal about company culture.
How It Works
Paste the full job description — the more detail the better. Our AI analyzes it for common patterns: inflated requirement lists, jargon that signals culture (good or bad), unrealistic expectations, and genuine green flags that suggest a well-run team. You'll see real requirements separated from nice-to-haves, decoded jargon, and an honest overall assessment of the opportunity.
Use this before deciding whether to apply, during interview preparation to know what to probe for, or after receiving an offer to double-check what you're walking into.
Frequently Asked Questions
What counts as a "red flag" in a job description?
Red flags are phrases or patterns that often indicate problems — things like "wear many hats" (understaffed), "fast-paced environment" (chaotic), "rockstar/ninja" (culture fit issues), or expecting 10+ years of experience for a mid-level role. They don't guarantee a bad job, but they're worth probing in interviews.
Should I apply if there are red flags?
Red flags should inform your interview questions, not necessarily stop you from applying. Use them to ask pointed questions: "How does the team handle competing priorities?" or "What does success look like in the first 90 days?" The answers will tell you whether the flag reflects a real problem.
What's the difference between real requirements and nice-to-haves?
Real requirements are things you genuinely need to do the job — core skills, must-have experience, non-negotiable qualifications. Nice-to-haves are wishlist items that hiring managers added hoping to find a unicorn. Most job postings inflate their requirements, and candidates who meet 60-70% of listed criteria are often competitive applicants.
How accurate is the seniority estimate?
The seniority estimate is based on signals in the job description: years of experience requested, scope of responsibilities, whether the role involves managing others, and the complexity of skills listed. It's a useful sanity check — if a company labels something "junior" but lists senior-level expectations, that's a signal worth noting.
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