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 .

Project Engineer

Projectfarma · Indianapolis, Indiana, United States

Project Farma (PF) is the leading advanced therapy technical operations consulting company in the life science industry.  We provide biomanufacturing strategy and execution to start up and established gene and cell therapy, pharmaceutical, and biotechnology companies.  We are an industry leader in providing project management, validation, engineering, quality/compliance, and consulting services to support our partners in finding ground-breaking treatments and solutions.  We are committed to advancing manufacturing to achieve operational excellence and accelerate speed to market for next-generation medicines.  Our culture of philanthropy, teamwork, training and development and commitment is the foundation to our teams’ and partners’ long-term success.  

Project Farma is a wholly owned subsidiary of Precision Medicine Group, LLC, a leading global life sciences company with over 2,000 employees. 

Position Summary:                                              

The Project Engineer will work collaboratively with partners, vendors, contractors, and other Project Farma (PF) Team Members to support projects related to biomanufacturing across the entire lifecycle to further our mission of accelerating market access for next-generation medicines.  The Project Engineer is responsible for delivering high quality work, building valuable and long-term relationships with our partners, and continually strengthening their technical and industry knowledge in a growing and evolving field.  The Project Engineer will maintain a strong focus on PF’s Patient Focused mission and represent the organization in alignment with our core values.

Essential functions of the job include but are not limited to:

Excellence in Technical Delivery

  • Coordinate with cross-functional departments including but not limited to Validation, Manufacturing, Quality, Supply Chain, and Engineering to:
    • Provide hands-on support navigating the life cycle of cutting-edge equipment
    • Author technical documents such as SOPs, protocols, summary reports, etc.
    • Support the overall development of pharmaceutical biomanufacturing programs
    • Execute system and process validation protocols
  • Continually develop technical aptitude of PF’s core capabilities including but not limited to:
    • Project Management
    • Cell and Gene Therapy
    • Capital Projects
    • Facility Builds
    • Tech Transfers
    • Validation Life Cycle
    • Commissioning and Qualification
    • Quality, Regulatory, and Compliance
    • Engineering Automation and Serialization
    • Reliability, Maintenance, and Asset Management

Project Support

  • Meet key project timelines and proactively communicate project status
  • Build meaningful relationships with our partners
  • Support site dashboards and proposal generation
  • Contribute to and enhance our patient focused culture

Qualifications:

Minimum Required:

  • Bachelor’s degree in Life Science, Engineering, or related discipline and/or comparable military experience
  • 0-3 years of consulting and/or project engineer experience

Other Required:

  • Full COVID-19 vaccination is required prior to the employee's start date with exceptions for medical and religious accommodations when reasonable
  • Willingness to travel and/or relocate

Preferred:

  • Great soft skills, excellent verbal and written communication
  • Effective time management, prioritization, and follow through
  • Value committed with a high level of integrity
  • Dedicated work ethic
  • Demonstrate strong personal attributes that include teamwork, professionalism, and the ability to see the “big picture”

In return for your skills, knowledge, and passion, Project Farma offers a wide range of benefits including: 

  • Competitive salary based on experience 
  • Aggressive bonus structure  
  • Medical, Dental, and Vision insurance effective your first day of employment  
  • 401k Plan with company match 
  • Paid Time Off and Company Paid Holidays
  • Company Paid Maternity and Parental Leave
  • Continuing Education Assistance  

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.