RESUME SCREENING
ATS vs Recruiter Review
Applying for your next role? Learn how software may organise your application and how a recruiter may review it. A single score cannot tell you what every employer will decide.
Try this now: Check that your resume is readable and each key claim has real evidence.
Review your resume against a JDIn this guide
Readable document
Examples of your work
Entry requirements
Is there one ATS score that tells you whether you'll get an interview?
No verified universal score can reveal how every employer's systems evaluate you. An online resume tool can assess specific, observable properties of a document and its relationship to a vacancy. It cannot reproduce a private employer's software configuration, applicant pool or hiring decision without access and validation.
Three different kinds of review
| Part of the process | What may matter | What you can legitimately test |
|---|---|---|
| Document parsing | Can text and sections be extracted accurately? | Select and copy text; inspect the extracted version |
| Employer defined screening | Explicit questions, eligibility and job specific rules | Compare actual stated requirements with your qualifications |
| Recruiter or manager review | Relevant experience, responsibilities, credibility, presentation | Ask a reviewer to find key examples quickly and challenge claims |
A recruiter may use an ATS to do their work. Technology and human review are not necessarily two separate sequential stages.
What helps without pretending to know the algorithm?
Use familiar headings and make your experience easy to follow. Use the employer’s terms when they accurately describe your skills or work. Leave out terms you cannot explain, and make sure a reader can understand your achievements without knowing your organisation’s internal language.
What can go wrong with keyword obsession?
It can crowd out useful work descriptions, create misleading skill claims and still miss non keyword requirements such as graduation batch or location. If you lack an explicitly mandatory requirement, rearranging words is unlikely to solve the underlying problem.
Ask a reviewer three questions
What role do you think I am applying for? Which two examples most strongly support it? Which important requirement cannot be established from this resume? Compare those answers with the actual job description.
A better promise for a resume review
A useful review helps you see what is clear, what needs explaining and what the resume does not establish. It should suggest changes based on your actual work and say what remains unknown. The resume review guide explains this approach. Related reading: what LNR proposes for resume review.
What an ATS can and cannot tell you
An applicant tracking system can store applications, parse fields, organize candidate records and support a hiring workflow. Its configuration and use vary by employer. Greenhouse documents an application review stage for recruiters, while its candidate FAQ notes that parsing can make mistakes. Neither source establishes a universal percentage score that determines who gets an interview.
Three checks to do without gaming a score
- Can the document be read? Copy its text into a plain text view. Check that headings, dates, projects and contact details remain understandable.
- Can the relevance be seen? Find the role's actual responsibilities in the employer notice and point to truthful work in your resume. Use natural terminology when it fits; repeated keywords without work examples add little value.
- Does the person meet the entry rules? Check degree, experience, location and other mandatory criteria separately. Formatting cannot repair a real eligibility mismatch.
Example: “SQL” is not a complete answer
Illustrative role: investigate reporting errors with SQL. Illustrative resume: lists SQL but contains no project or task. A useful change is to describe an actual query and what it helped check. If the applicant has never investigated data, the action is to practise and build a labeled sample. A resume reviewer should explain which of those situations applies to the available evidence, not sell a made up ATS pass rate.
Sources and further reading
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