Job Description Decoder
Paste any job posting and get a plain-English breakdown of what they actually want, red flags worth knowing about, and the exact phrases to mirror in your resume and cover letter.
Paste the full posting — the more detail, the better the decode.
What you'll get
What they actually want
“Drive cross-functional alignment”
You'll need to convince people who don't report to you — expect internal politics and stakeholder management to be a big part of the job.
“Self-starter who thrives in ambiguity”
There's limited structure or guidance — you're expected to figure things out with minimal direction.
Red flags to watch
“Fast-paced, high-growth environment”
Often signals high turnover, poor planning, or an expectation to always be available.
Paste the job description on the left — you'll get a plain-English breakdown of what the role really involves, what to watch out for, and the exact phrases to use in your application.
How to read a job description — what the corporate language actually means
Job postings are written by committee — legal reviews, HR templates, and manager wish lists all collide into a single document. The result is often a wall of corporate language that obscures what the role actually involves and what the company genuinely needs. Research from LinkedIn found that women apply to jobs when they meet 100% of the requirements, while men apply when they meet around 60%. The practical reality: most “required” qualifications are aspirational — companies rarely find candidates who check every box.
Phrases like “fast-paced environment” often signal poor planning or understaffing. “Wear many hats” typically means you will be doing jobs that should be split across two or three people. “Competitive salary” without a number is worth probing early. Understanding how to decode these signals helps you decide where to invest your time — and what questions to ask when you get to interview. Phrases that appear multiple times in a posting are almost always the ones to mirror verbatim in your resume and cover letter.
Tips for analysing any job posting
- —Apply if you meet 70% or more of the required skills — job descriptions are wish lists assembled by committee. Employers routinely hire candidates who do not tick every box if their overall fit is strong.
- —Read “required” and “preferred” sections very differently — required skills are genuine blockers, preferred skills are bonuses. Missing a preferred skill matters far less than missing a required one.
- —Look for repeated phrases throughout the posting — any skill or term that appears more than once is a signal of what the hiring manager actually wrote versus what HR templated in. Mirror those exact phrases in your resume and cover letter.
- —Check Glassdoor reviews for the company alongside the job posting — reviews often decode the language. “Fast-paced environment” confirmed by 15 reviews mentioning overwork is a different signal than one mentioned nowhere in reviews.
- —Search LinkedIn for people who previously held this exact role at the company — see how long they stayed, what they moved on to, and whether they were promoted internally. This is often more revealing than the job description itself.
- —Note how long the role has been posted — a position open for 60+ days with no changes suggests either very high bar, internal conflict about what they want, or difficulty retaining the role. All worth probing at interview.
- —Very long lists of responsibilities (12+ bullet points across multiple distinct areas) often indicate a role that replaced 2–3 people, or one with high turnover. Worth asking “what does a typical week look like?” in the interview to test the reality.
- —Save a copy of the job posting locally before you apply — postings are routinely taken down once a hiring decision is made, and you will need the original text when preparing for interviews weeks later.
Frequently asked questions
Should I apply if I don't meet all the job requirements?
Yes — if you meet 70% or more of the required skills. Job descriptions are wish lists. Employers routinely hire candidates who do not tick every box if their overall profile is strong and they show genuine enthusiasm for the role.
What are the biggest red flags in a job description?
“Unlimited growth potential” (no defined career path), “self-starter who thrives in ambiguity” (poor management or structure), salary listed as “competitive” without a number, and very long lists of responsibilities that span multiple roles. Research shows vague language like these correlates with 40% higher turnover rates.
How do you identify the most important keywords in a job posting?
Look for repeated phrases, words that appear in the first paragraph, and any skills listed under “requirements” rather than “nice to have.” These are the exact terms to use verbatim in your resume, cover letter, and LinkedIn profile.