Public methodology. Version 1.1
The evidence-first standard behind Qalam ATS scores.
Qalam's free ATS Resume Checker evaluates a resume across eight job-relevant factors: parsing, role alignment, six-second recruiter readability, achievement evidence, career progression, skills credibility, clarity, and professional hygiene. It preserves candidate truth and does not claim to reproduce an employer's private ATS score.
Eight weighted decision factors
The overall score is a weighted diagnostic. Low evidence cannot be hidden by keyword density or decorative formatting.
ATS parsing
15% weight
Whether headings, chronology, contact details, and text structure can be interpreted reliably.
Role alignment
20% weight
How directly verified experience matches the target role, seniority, domain, responsibilities, and tools.
Six-second recruiter read
15% weight
How quickly a recruiter can tell who you are professionally, your recent scope, what you offer, and your strongest proof.
Achievement evidence
15% weight
Whether claims show action, context, scale, outcome, and credible evidence instead of duties alone.
Career progression
10% weight
Whether chronology shows expanding scope, promotions, deliberate transitions, and understandable tenure patterns.
Skills credibility
10% weight
Whether listed skills are supported by recent work, projects, qualifications, or other supplied evidence.
Clarity
10% weight
Whether language is concise, specific, consistent, action-led, and easy to scan.
Professional hygiene
5% weight
Whether dates, links, education, certifications, and formatting are complete and internally consistent.
What a score means
Every factor is scored from rule-based checks, so the same resume always gets the same number. The bands below are what that number means for a real application.
85 to 100
Interview Ready
Parses cleanly, matches the role and proves impact with figures. Send it.
70 to 84
Competitive
A recruiter would read it seriously, but a few gaps are costing shortlists. Apply the top fixes first.
50 to 69
Needs Work
Readable, but the evidence or the match to the role is too thin to stand out in a stack.
0 to 49
At Risk
Likely filtered or skipped. Missing contact details, results or role match are holding it down.
Score ceilings
Clean formatting cannot hide a resume a recruiter would not shortlist. When one of these applies, the score is held at the ceiling and the reason is shown next to it.
- No reachable email and phone: the score cannot exceed 60.
- Bullets carry almost no measurable results: the score cannot exceed 49.
- With a job description, role alignment below 70 out of 100: the score cannot exceed 69.
Standards and research behind the checks
Qalam is not certified or endorsed by these bodies. They are the public standards and studies each check was written against, listed so anyone can inspect the reasoning.
HR Open Standards Consortium
The open data standard recruiting systems use to exchange candidate records. Our parsing checks require the same fields it defines: name, contact details, dated positions, education and skills as separate, machine-readable values.
European Commission
The public CV standard used across the EU. It fixes the section set (work experience, education, skills) and a single consistent date format, which is what our section and date checks test for.
International Organization for Standardization
The international standard for plain language: the reader can find, understand and use the information. Our clarity checks apply its principles to resume lines: short sentences, active voice, no filler.
US Department of Labor and European Commission
Both describe an occupation as tasks plus the skills used to do them. That is why a skill only counts as credible when a task line shows it being used, and why keywords are matched inside the work history, not only in a skills list.
Ladders, Inc.
Recruiters spent about six to seven seconds on an initial scan, looking first at name, current title and company, dates and education. Our recruiter-read checks test whether those elements are findable at a glance.
Widely taught by university career services and hiring teams
Each strong bullet states an action, its scope and a measurable result. Our evidence checks look for exactly those three parts: an action verb, a figure, and an outcome.
Truth rules
- Candidate facts stay separate from AI wording.
- Unsupported keywords are labelled, not inserted.
- Protected characteristics are excluded from evaluation.
- Gaps are not penalized without supplied context.
- Every rewrite must remain traceable to resume evidence.
Known limits
- Employer ATS configurations are private and differ.
- Knockout questions may sit outside the resume.
- A high score cannot guarantee an interview.
- Role alignment is provisional without a job description.
- Human hiring judgment remains contextual.
Frequently asked questions
What does the Qalam ATS readiness score mean?
It is an independent diagnostic of resume readability, job relevance, evidence quality, and recruiter screening risk. It is not a score from an employer's private ATS.
Can any resume guarantee a 100 percent ATS pass rate?
No. Employers use different systems, configurations, knockout questions, and hiring criteria. Qalam reduces avoidable parsing and evidence risks without claiming a universal pass guarantee.
Do I need a job description?
No. Qalam can assess general market readiness. A target job description is required for exact role alignment and keyword-evidence analysis.
Does Qalam invent keywords or achievements?
No. A keyword is treated as supported only when the resume contains credible evidence for it. Unsupported claims are flagged instead of inserted as facts.
Is the ATS Resume Checker free?
Yes. The public checker requires no account. After sign-in, the Free plan includes one full ATS-safe resume generation per calendar month.