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 .

Engineering Manager - Integrations and Onboarding

Adahealth · Remote Canada

About us

At Ada, we envision a world where everyone gets the healthcare they need. Yet, millions remain undiagnosed and untreated due to the complexity of identifying rare and underrecognized conditions, even when effective treatments exist

We’re changing that. Powered by leading AI and built by a team of physicians and clinical scientists, Ada helps people get answers faster, identifying those at risk and guiding them to the right care. Every successful journey makes us smarter and able to help more people.

If you’re passionate about transforming healthcare and ensuring no one goes undiagnosed, join us and be part of what’s next.

About the role

We are seeking an Engineering Manager to lead a small cross-functional engineering team focused on evolving, onboarding and integrating Ada’s solutions into customers’ systems (Health Systems and Life Sciences). This team owns critical services that are configured and deployed to meet customer requirements.  You will perform a player-coach role - ideal for a technical leader who wants to remain hands-on with code while continuing to hone their management skills. You will split your time between technical contribution (architecture, code review, key feature development) and people leadership (mentoring, career development, and process improvement).

You will partner closely with Solution Architects, Product Managers to define technical feasibility for enterprise clients and ensure we deliver robust, safe, secure, and scalable integrations.

This is a remote position based in Canada.  Our preference is for candidates located in Eastern or Atlantic time zones as there is a lot of crossover and interaction with teams located throughout Europe.

What you’ll do

  • Technical Leadership & Execution

    • Act as a hands-on technical lead for the squad, contributing to code (Kotlin/Spring Boot/React), reviewing PRs, and driving architectural decisions.
    • Ensure the reliability and scalability of our client-facing integration layer (SDKs, APIs, SSO).
    • Participate in the on-call rotation and lead incident response for the team’s services, ensuring high availability for our clients.
    • Champion and drive engineering best practices.

    People Management & Team Development

    • Manage a small team of engineers; responsible for 1:1s, performance feedback, and career growth planning.
    • Foster a strong culture of ownership where engineers feel empowered to deliver high-quality work.
    • Collaborate with stakeholders to align individual goals with company objectives.

    Delivery & Stakeholder Management

    • Collaborate with Product Management to estimate complex integration projects and establish realistic delivery timelines.
    • Serve as a technical voice in conversations with enterprise clients when deep technical expertise is required (e.g. integration scoping).
    • Own the delivery process for the team, ensuring smooth sprints and predictable release cycles and on-time delivery of initiatives.

What you’ll bring

  • 5+ years of software engineering experience with a strong background in full-stack development.
  • 1-2+ years of experience in a leadership capacity (e.g., Team Lead, Tech Lead, or Engineering Manager).
  • Proven track record of balancing hands-on coding with coordination or leadership duties.
  • Experience working with external client integrations, APIs, or SDKs in a SaaS environment.
  • Experience working with distributed/remote teams.
  • Technical Proficiency: Strong grasp of software architecture, REST APIs, and modern cloud infrastructure. capable of deep-diving into code to unblock the team.
  • AI-Augmented Development: Familiarity with AI-assisted/agentic coding workflows (e.g., GitHub Copilot, Cursor). You view these tools as a "force multiplier", but maintain the rigour to audit and review every line of generated code.
  • People First: A genuine interest in coaching and mentoring engineers to help them improve their craft.
  • Customer Focus: Understanding of the constraints and requirements of enterprise clients (Security, SLAs, Compliance).
  • Communication: Ability to translate technical complexity into clear updates for stakeholders and non-technical partners.
  • Operational Excellence: Comfortable with on-call responsibilities and managing production environments.

What’s awaiting you at Ada

  • Flexible working hours to maintain a healthy work/life balance.
  • 20 days vacation, plus public holidays to unplug, rest and recharge.
  • Corporate Health Insurance
  • Support to set up your home office space, with the option for a co-working space subscription for our remote employees.
  • Parental benefits.
  • Employee Assistance Programs to help you look after your emotional wellbeing and deal with life’s challenges.
  • Online Academy for learning and development opportunities.

At Ada, inclusivity isn't just a goal – it's our foundation. 

As a proud equal opportunity employer, we embrace diversity in all its forms. We encourage applications from every corner of society, regardless of race, color, religion, sex, pregnancy status, national origin, age, physical and mental abilities, marital status, sexual orientation, gender identity, gender expression, genetic information, and any other characteristic protected by law. 

Join us in shaping a more inclusive tomorrow. 

Contact

Please note that we do not accept applications sent via email. All applications need to be completed using the online form.

 All your information will be kept confidential according to GDPR guidelines.

*Any commercial activities concerning this advertisement will not be appreciated.