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 .

Senior Firmware Engineer

Iota Bio · 400 Wind River Way Alameda, CA 94501

About Us

iota Biosciences, a wholly owned subsidiary of Astellas Pharma US, is advancing a new class of bioelectronic medicines through the development of fully implantable Class III medical devices. Our proprietary technologies open therapeutic and diagnostic possibilities not previously accessible to clinicians.

Together with Astellas, we are committed to patient-centric design, scientific and engineering excellence, and cross-functional teamwork. These principles guide us in bringing transformative, first-of-its-kind technologies into the clinic and closer to patients.

What You’ll Do

As our Senior Firmware Engineer, you’ll combine hands-on technical expertise with strategic leadership to guide the development of next-generation Class III active implantable devices:

• Contribute to technical direction – partner with technical leads and management to execute on the firmware roadmap and evolve embedded software architecture within defined system boundaries.

• Deliver high-quality embedded software – design, implement, and verify firmware for embedded subsystems such as power management, ASIC interfaces, and communication systems, with a focus on robustness and maintainability.

• Enable innovation – integrate and debug subsystems, perform benchtop testing, and support reliability, verification, and compliance activities aligned with medical device standards.

• Collaborate cross-functionally – work closely with mechanical, electrical, systems, and quality teams, as well as external partners, to deliver complex features from concept through clinical readiness.

Responsibilities:

• Design, develop, test, and optimize embedded software for iota's devices across the entire product lifecycle.

• Optimize RF/BLE power delivery and control system implemented on an embedded platform. Use modern software techniques to support multiple products while maximizing software reuse.

• Collaborate with software engineers to develop the "big data" infrastructure for efficiently sending all required data from the embedded processor to the application software, cloud backend, as well as retrieving any configuration data and messages from the backend.

• Own the process of verifying embedded software to medical regulatory standards while maintaining an industry-leading development pace.

• Improve team software development processes and infrastructure including DevOps activities.

What you’ll bring:

• B.S. in computer science, electrical engineering, or related technical field, with 6+ years industry work experience programming in C/C++

• OR M.S. in computer science, electrical engineering, or related technical field, with 4+ years industry work experience programming in C/C++

• Experience in Real-time OS (RTOS) for embedded platforms

• Experience in wireless communication protocols like Bluetooth low energy (BLE)

Preferred qualifications:

• Experience with test automation tools (e.g., Jenkins) and modern software test/deployment methodologies.

• Comfortable working in a python environment for tests and prototyping.

• Substantial prior experience with ISO 13485 (QMS), ISO 14971 (risk management) and/or IEC 62304 (medical device software)

Why Join Us

• Mission with impact – see your work directly enable life-changing therapies

• Cutting-edge impact – work on a proprietary platform that’s redefining what’s possible

• Growth opportunities – shape not only the product but also the future of the company’s technology roadmap

iota offers a very competitive benefits package that includes the following:

Health & Wellness

Comprehensive health coverage for you and your family, covered at 100%

Access to quality dental and vision coverage

Onsite Gym in Alameda

Work-Life Balance

Generous vacation pay

Paid parental leave

Options for flexible work schedules

Competitive Compensation

Annual Bonus Plan

Long Term Incentive Plan (LTIP)

401(k) plan with employer match