A recruiter is not reading your CV like a hiring manager
In a first screen, a recruiter is usually trying to answer a small number of questions quickly: Is this person plausibly relevant to the role? Do they have the level, location or work authorization we need? Is there enough evidence to move them forward?
That is why a strong candidate can be missed. The problem is often not a lack of experience. It is that the evidence is hard to find quickly. The 60-second test below is not a claim about how long every recruiter reads; it is a practical self-check for whether your fit is visible without interpretation.
Use the 60-second relevance test
Open the job description next to your CV. Without reading every line, can someone find these answers immediately?
- Your current or most relevant role and level.
- The domain or type of problems you have solved.
- The two or three capabilities the role treats as essential.
- Evidence of scope, ownership or impact.
- Any practical constraint that matters for this role: language, location, remote eligibility or work authorization.
If the answer is hidden in a long skills list, implied by a company name, or only appears on page two, the first screen is carrying too much interpretation work.
Five signs your CV may not pass the first screen
1. Your headline describes a title, not your fit
“Software Engineer” can be true and still tell a recruiter almost nothing. For a platform role, a clearer version might be “Backend engineer focused on distributed systems, cloud infrastructure and production reliability.” Only use wording you can support with real experience.
2. The relevant experience is buried
Your most relevant project does not need to be your most recent job. Bring the relevant ownership, tools and outcomes into the first few bullets of the experience section where they can be found.
3. You list tools without showing how you used them
“Kubernetes, AWS, Python” is not evidence. A recruiter can move faster when the CV says what you built, operated, improved or decided with those tools.
4. Your impact is too generic
“Improved performance” sounds positive, but leaves the reader to guess at the scale. Explain what changed: latency, deployment frequency, incident response, cost, customer experience or team throughput.
5. The CV reads like every application
A general CV is useful as a source document. It is rarely the best final version for a specific job. A tailored version should make the relevant truth easier to see, not pretend you have done work you have not done.
What to change first
Do not rewrite the entire CV. Start with the highest-leverage changes:
- Adjust the professional summary or headline to the role's real focus.
- Reorder bullets so the strongest relevant evidence appears first.
- Replace vague claims with one concrete example or measurable outcome.
- Make the language of your experience understandable to a non-specialist recruiter.
- Remove noise that competes with the role's important signals.
The goal is not a perfect score. The goal is a CV that makes a credible “yes, worth a conversation” easy to reach.