Key Takeaways

  • 75% of U.S. employers use automated applicant tracking systems to screen resumes before a human reviews them (Harvard Business School & Accenture, 2021)
  • The most common ATS failures are missing keywords, incompatible formatting, and incorrect file types
  • ResumeGeni scores your resume across 8 parsing layers — modeled on the same steps enterprise ATS platforms like Workday, Greenhouse, and Taleo use to evaluate candidates

How ATS Resume Scoring Works

Applicant tracking systems parse your resume into structured data — extracting your name, contact info, work history, skills, and education — then score how well that data matches the job requirements. Many ATS rejections happen because the parser couldn't extract critical fields, not because the candidate wasn't qualified.

LayerWhat It ChecksWhy It Matters
Document extractionFile format, encoding, readabilityCorrupted or image-only PDFs fail immediately
Layout analysisTables, columns, headers, footersMulti-column layouts break field extraction
Section detectionExperience, education, skills headingsNon-standard headings cause sections to be missed
Field mappingName, email, phone, dates, titlesMissing contact info is a common cause of immediate rejection
Keyword matchingJob-specific terms, skills, certificationsKeyword overlap affects recruiter search visibility and ATS scoring
Chronology checkDate ordering, gap detectionReverse-chronological order is expected by most ATS
QuantificationMetrics, numbers, measurable outcomesQuantified achievements help human reviewers and some scoring models
Confidence scoringOverall parse quality and completenessLow-confidence parses get deprioritized in results

Frequently Asked Questions

Is ResumeGeni free?
Yes. ResumeGeni is currently in beta — ATS analysis, scoring, and initial improvement suggestions are free with no signup required. Full guidance and saved reports may require a free account.
What file formats are supported?
PDF, DOCX, DOC, TXT, RTF, ODT, and Apple Pages. PDF and DOCX are recommended for best ATS compatibility.
How is the ATS score calculated?
Your resume is processed through an 8-layer parsing pipeline that extracts structured data the same way enterprise ATS platforms do. The score reflects how completely and accurately your resume can be parsed, plus how well your content matches common ATS ranking criteria.
Can ATS read PDF resumes?
Yes, but not all PDFs are equal. Text-based PDFs parse well. Image-only PDFs (scanned documents) and PDFs with complex tables or multi-column layouts often fail ATS parsing. Our analyzer will flag these issues.
How do I improve my ATS score?
Focus on three areas: use a clean single-column format, include keywords from the job description naturally in your experience bullets, and ensure all sections (contact, experience, education, skills) use standard headings.

ATS Guides & Resources

Built by engineers with 12 years of experience building enterprise hiring technology at ZipRecruiter. Last updated .

Client Services Business Analyst - Healthcare Data

Precisionmedicinegroup · Indianapolis, IN, USA

***Unfortunately, the Client Services Business Analyst - Healthcare Data role is not able to provide sponsorship now or anytime in the future.***

***This role requires you to be located in the Indianapolis area, and requires one a day a week in the office.***

Product Solutions, part of Precision AQ, accelerates value realization by enabling data science, leveraging analytics, and innovating with technology to transform the way you connect with customers. Is helping patients get the best medicine important to you? Is enabling healthcare providers to make appropriate treatment decisions important to you? Are you detail oriented and passionate about organization? Are you a clear and confident communicator? Do you thrive within a team and company that is highly collaborative? Your dream job is waiting. If you’re a born problem-solver and enjoy when no day is the same - keep reading.

 

Position Summary: Client Services Business Analyst – Healthcare Data

We are looking for a highly skilled and collaborative Business Analyst with strong technical expertise and a passion for building trusted partnerships across data, marketing, and cross-functional teams. This role is responsible for developing, organizing, and maintaining complex healthcare data systems while serving as a strategic liaison between technical data work and business-facing clients.

Key Responsibilities:

  • Design, develop, and sustain data systems using SQL/T-SQL and related technologies to support analytic readiness across complex healthcare datasets.
  • Serve as a subject matter expert on client datasets, maintaining full lifecycle documentation and quality assurance protocols for both recurring reports and new implementations
  • Collaborate regularly with marketing clients, project management, client services, and quality assurance teams to align data strategy with business objectives.
  • Effectively communicate technical outcomes into clear, business-relevant insights tailored for marketers, client teams, and executive audiences.
  • Demonstrated ability to triage client requests, set expectations with stakeholders, and execute complex data workflows with minimal supervision.
  • Exceptional organizational and time management skills with the ability to independently manage multiple clients and concurrent development of workstreams.
  • Produce reports and dashboards that highlight key performance indicators, uncover operational insights, and support data-driven decision-making.
  • Support and guide junior analysts, contributing to a culture of analytical excellence and mentorship.

Qualifications & Experience:

  • Bachelor’s degree
  • Experience in quantitative and qualitative data analysis required, preferred in a healthcare or pharmaceutical space
  • 3–5 years of experience with SQL Server, data integration, ETL development, and data validation techniques.
  • Strong command of data storytelling and the ability to explain complex logic to diverse audiences.

Technical & Soft Skills:

  • Expertise in SQL, T-SQL, SSIS, and data profiling tools; proficiency with Excel, PowerPoint, PowerBI, Python.
  • Demonstrated ability to work independently across multiple priorities while ensuring quality and accuracy.
  • Adept at fostering relationships, communicating proactively, and collaborating across internal and external teams.
  • Comfortable mentoring and setting quality standards for others in the team.

 

 

Precision is required by law in some states or cities to include a reasonable estimate of the compensation range for this role. This compensation range takes into account the wide range of factors that are considered in making compensation decisions including but not limited to: skill sets, experience and training, licensure and certifications, and other business and organizational needs. The disclosed range estimate has not been adjusted for the applicable geographic differential associated with the location at which the position may be filled. At Precision, it is not typical for an individual to be hired at or near the top of the range for their role and compensation decisions are dependent on the facts and circumstances of each case.  This role is also eligible for a discretionary annual bonus, health insurance, retirement savings benefits, life insurance and disability benefits, parental leave, and paid time off for sick leave and vacation, among other benefits.
Reasonable estimate of the current range
$75,000—$105,000 USD

Any data provided as a part of this application will be stored in accordance with our Privacy Policy. For CA applicants, please also refer to our CA Privacy Notice.

Precision Medicine Group is an Equal Opportunity Employer. Employment decisions are made without regard to race, color, age, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status or other characteristics protected by law. 

If you are an individual with a disability and require a reasonable accommodation to complete any part of the application process or are limited in the ability or unable to access or use this online application process and need an alternative method for applying, you may contact Precision Medicine Group at [email protected].

It has come to our attention that some individuals or organizations are reaching out to job seekers and posing as potential employers presenting enticing employment offers. We want to emphasize that these offers are not associated with our company and may be fraudulent in nature. Please note that our organization will not extend a job offer without prior communication with our recruiting team, hiring managers and a formal interview process.

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