Resume ATS Score & Job Description Match Tool – Loretto

Expertini's ATS Score measures how much of a job description's vocabulary appears in a candidate's CV, and reports it as a percentage from 0 to 100. Both documents are reduced to counts of the terms they contain, and the two are compared by cosine similarity. It is a surface-level keyword measure by design — there is no semantic layer, so it does not recognise that two different phrasings describe the same experience. Alongside the number it returns the terms from the job description that the CV does not contain, which is usually the more useful output of the two.

The Expertini ATS Score algorithm employs a multi-layered approach:

The ATS Score for jobs is calculated using a sophisticated algorithm that compares the keywords, skills, experience, and qualifications mentioned in the resume with the job details provided by the employer. The algorithm assigns a weightage to different factors and generates a numerical score based on the level of match.

Keyword Analysis: Identifies and weights job-specific keywords from the job description
Semantic Matching: Uses NLP to understand context and meaning beyond exact word matches
Skill Mapping: Creates a competency matrix comparing required vs. demonstrated skills
Experience Evaluation: Analyzes duration, relevance, and progression in work history
Education Verification: Cross-references educational requirements with candidate qualifications
Certification Check: Validates required certifications and licenses
Industry-Specific Factors: Incorporates Austria-specific employment standards and practices

The algorithm then applies adaptive weighting to these factors based on the employer's priorities to generate a final score.

The ATS Score helps job seekers to understand how well their resumes match the requirements of a job posting. By providing a score, it allows candidates to identify areas for improvement and optimize their resumes to increase their chances of getting noticed by employers.
The ATS Score provides job seekers with:
Immediate feedback on resume-job fit before applying
Identification of missing keywords and skills to include
Benchmarking against other applicants' average scores
Personalized suggestions for resume improvement
Understanding of how different resume versions perform
Insight into Austria-specific hiring preferences

This real-time analysis helps candidates optimize their applications for better visibility in Austria's competitive job market.

For employers using ATS systems, the ATS Score streamlines the recruitment process by automatically evaluating resumes against job details. It helps employers identify top candidates more efficiently, saving time and effort in the initial screening stages.
For employers, the ATS Score delivers:
Automated first-pass screening of large applicant pools
Consistent, unbiased initial evaluation criteria
Customizable weighting for different job requirements
Identification of top candidates based on quantifiable metrics
Integration with popular HR systems and workflows
Reduced human bias in initial screening stages

To optimize your ATS Score positions:

Mirror job description language: Incorporate key phrases naturally
Highlight Austria-specific qualifications: Local certifications, language skills
Quantify achievements: Use metrics relevant to business culture
Prioritize relevant experience: Place most applicable roles first
Include industry keywords: Austria-specific terminology
Use standard formatting: Avoid graphics, complex layouts
Complete all profile sections: Don't skip optional fields
Update regularly: Refresh skills and certifications

We would rather describe what the score measures than quote an accuracy figure we cannot show you the working for.

The ATS Score compares the wording of a CV against the wording of a job description and reports how much of the description's vocabulary the CV actually contains, as a percentage. It is a text-overlap measure: it counts terms, it does not interpret them. It cannot tell that "managed a P&L" and "owned the budget" mean the same thing, and it has no knowledge of your industry, your seniority or your country's hiring norms.

What it does give you is repeatability. The same CV and the same job description produce the same score every time — there is no model, no randomness and no learning loop behind it. You can confirm that yourself: score a CV on this page, then score the identical pair again and compare the numbers.

Use it as a keyword gap-check before you apply, not as a prediction of whether you will be interviewed. The list of missing terms it returns is the genuinely actionable part. Hiring decisions involve judgement this measure does not model at all.

Yes, the ATS Score can be customized to reflect the specific requirements and preferences of employers. Expertini's system allows employers to set the importance of different criteria, such as skills, experience, education, and certifications, to generate a tailored score that aligns with their hiring criteria.

Adjusting factor weightings (e.g., prioritizing experience over education)
Setting minimum thresholds for critical skills
Adding specific mandatory requirements
Creating custom keyword libraries
Establishing location-specific preferences
Defining experience level expectations
Incorporating company-specific competencies

These customizations ensure the score reflects each position's unique needs within Austria's job market.

No, the ATS Score at Expertini is meant to assist in the screening process, but it is not the sole determinant of a candidate's suitability for a job. It is a tool that provides insights and helps employers shortlist candidates efficiently. Other factors such as interviews, cultural fit, and references should also be considered before making a final hiring decision.

Absolutely! Job seekers can improve their ATS Score by carefully reviewing the job details and tailoring their resumes accordingly. They can optimize their resumes by incorporating relevant keywords, highlighting their skills and experiences that closely match the job requirements, and ensuring clear and concise presentation of their qualifications.

Expertini's Austria ATS Score offers unique advantages:

Localized understanding: Tailored to Austria job markets and hiring practices
Multi-dimensional analysis: Goes beyond simple keyword counting
Dynamic adaptation: Learns from Austria hiring patterns
Transparent scoring: Provides actionable feedback to candidates
Cultural relevance: Accounts for Austria-specific workplace expectations
Integration capabilities: Works with popular platforms
Compliance focused: Adheres to Austria employment regulations

Expertini ensures transparency by outlining the key factors that contribute to the ATS Score. While the specific weights of the algorithm remain proprietary to preserve effectiveness, candidates and employers are provided with feedback summaries explaining why a particular score was assigned.

The ATS Score is influenced by several critical factors including keyword frequency, skill relevance, years of experience, job title alignment, educational background, and resume formatting. The more closely a resume aligns with the job posting, the higher the ATS Score.

No — and we would rather say so plainly than borrow the word.

The ATS Score is a statistical text comparison, not an AI model. It breaks the CV and the job description into terms, counts them, and measures the overlap between the two (cosine similarity over term-count vectors). There is no language model involved, no semantic understanding, and no training data.

That is a real limitation and we would rather you knew it: the score does not recognise synonyms, cannot read context, and will mark down a genuinely well-matched CV that describes the same experience in different words. It is also the reason the score is completely reproducible and costs you nothing to run as often as you like. Expertini ATS offers a separate, AI-based candidate-matching score (CMS) for employers who need judgement rather than term overlap.

Yes, the availability of the ATS Score on all job listings jobs but it may vary depending on the specific job listing and the preferences of the employer. While many employers utilize the ATS Score feature, it is recommended to check individual job listings to see if the score is provided.
The Most common ATS Score specifications are:
Standard for all Expertini-posted positions
Optional for employer-direct postings
Automatically generated for resumes uploaded to our system
Available for both permanent and contract roles in Austria
Covering all major industries and job levels
Some specialized or confidential roles may opt out of displaying scores to candidates.

The scoring method is fixed and published above: term counts compared by cosine similarity. It is not retrained, not recalibrated per country, and does not learn from application outcomes — so unlike a model-based score, it cannot drift between the day you read this and the day you run it.

When we change how the score is calculated, that is a change to this page as much as to the code, and we will describe it here. If you want to confirm the behaviour has not changed, the reproducibility check above is the direct way to do it.