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 .

Principal Scientist, Formulation Development (Small Molecules)

Antaresrx · Boston, MA

Salary Band: $160,000-$220,000

Location: Downtown Boston, MA (In-Office Minimum 3 Days/week)

Position Summary

The Principal Scientist, Formulation Development, will lead the design and optimization of drug product formulations to support research, early clinical and late stage development. This role involves significant hands-on experimental work to create oral dosage forms and innovative delivery systems to support pre-clinical and clinical development.  The role has direct responsibility for technical execution, and cross-functional collaboration to support the company’s advancement of novel programs.

Key Responsibilities

  • Formulation Development– Develop and implement formulation strategies for small molecules, ensuring alignment with Quality Target Product Profile (QTPP) and CMC objectives
  • Design and Optimize Formulations– Utilize advanced in-house and external technologies (e.g., solid dispersions, co-crystals) to enhance solubility, stability, and manufacturability
  • Scale-Up and Tech Transfer– Oversee scale-up activities, CTC profiling, dissolution studies and packaging configurations.  Directly manage technology transfer to external partners
  • Stability and Performance Testing– Design and interpret stability studies using ICH and ASAP techniques.  Implementation of robust in-process controls and product performance
  • Cross-Functional Collaboration– Partner with Analytical Development, Chemical Development, Regulatory Affairs, and Quality to deliver integrated CMC solutions
  • Documentation and Compliance– Prepare technical reports, protocols, internal updates and regulatory submissions in compliance with internal policies and global regulations
  • Innovation and Leadership– Champion opportunities to introduce enabling technologies for process improvements and develop best practices

Qualifications and Experience

  • PhD in Pharmaceutical Sciences, or a related field with 8+ years of experience in formulation development or M.S. with 12+ years.
  • Proven track record in developing oral solid dosage forms and supporting IND/NDA submissions
  • Expertise in pre-formulation, manufacture and advanced delivery technologies
  • Knowledge and experience in developing amorphous dispersions is an advantage
  • Strong knowledge of regulatory guidelines (ICH, FDA) and GMP principles
  • Excellent leadership, communication, and technical writing

The anticipated annual salary range for this position is $160,000-$220,000 annually. The actual salary offered will be based on a number of factors, including but not limited to the qualifications of the applicant, years of relevant experience, level of education attained, certifications or other professional licenses held, and if applicable, the location in which the applicant lives and/or from which they will be performing the job.