RESUME SCREENING
ATS vs Recruiter Review
An ATS may parse and organise an application; employer rules and a recruiter can assess it differently. There is no single score that predicts every hiring decision.
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
Relevant true evidence
Actual eligibility
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?
Choose readable headings, straightforward chronology and a reasonable format. Use the employer's language for real skills and responsibilities when it accurately describes your work. Do not copy every term from the vacancy into your resume if you cannot substantiate it. Ensure relevant achievements are understandable without specialized decoding.
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 good review can tell you what is clear, unclear, missing from the document, or not established by the available information. It should prioritize honest improvements and acknowledge uncertainty. See 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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