Job search
How to Analyze a Job Description Before Applying
A job description is a compressed brief, not a wish list. Reading it properly takes fifteen minutes and tells you whether the role is worth an application at all.
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The free Starter Guide turns this into six modules you can apply today.
Every posting has three layers
Most applicants read only the first layer — the list of skills. The useful information is spread across three: what they wrote, what they emphasised, and what they assumed you already know.
- Layer 1 — Stated: the skills and responsibilities they listed.
- Layer 2 — Emphasised: where they repeated themselves or wrote more detail than the rest.
- Layer 3 — Assumed: the seniority, pace and working style they did not bother to state.
Layer 2 is where the actual priorities live. If a posting gives four sentences to revenue operations and one line to brand, the role is not a brand role — regardless of the job title.
Extract a one-page brief
1Separate must-have from nice-to-have
Anything in the first third of the posting, repeated twice, or attached to a hard requirement (“must”, “required”, “you will”) is a must-have. The rest is preference.
2Name the actual problem
Ask: what is this person expected to have fixed within six months? Write one sentence. If you cannot, the posting is under-specified and that is a risk for you, not an opportunity.
3List the hidden requirements
Things like unclear decision-making rights, a lot of stakeholder conflict, or a fast pace usually appear in the adjectives rather than the bullet points.
4Write your evidence line
For each must-have, write one sentence of real experience that addresses it. Anything you cannot fill in is a gap you now know about.
Use AI as an analyst, not a writer
This is one of the strongest uses of AI in a job search, because analysis is a bounded task with a checkable answer. Paste the posting into a fresh chat and give it a specific job to do.
Requesting the risk and the interview questions is what separates useful output from a summary. It also gives you material for the application itself, not just for the decision.
Decide whether to apply at all
Most wasted effort in a job search comes from applying to roles that were never a realistic match. Now that you have a requirement list, use it honestly.
- Apply when you can cover most hard requirements and can defend each claim.
- Apply cautiously when you miss one hard requirement but have strong adjacent evidence.
- Skip when two or more hard requirements are genuinely absent — unless the role is a stretch you specifically want.