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 .

Applications Engineer

Piermont Bank · New York, NY

About Us:

Piermont Bank is a boutique specialty commercial bank focused on serving modern businesses with a digital first approach. As the first cloud native bank launched in the United States, Piermont was built on modern infrastructure that allows us to operate with greater flexibility, efficiency, and scalability than traditional banks.

We combine disciplined commercial banking with innovative technology to deliver value added solutions for small and medium-sized businesses and our fintech partners. Our team is dedicated to thoughtful risk management, strong client relationships, and building a bank designed for the future of financial services.

The Role:

The Applications Engineer will assist with the development of the bank’s internal API infrastructure. You will be responsible for the development of API microservices around the bank’s core applications, delivering scalable solutions to internal stakeholders, vendors, and partners. You will interface with the banks application system layer APIs and develop internal libraries for further layers of abstraction. 

Responsibilities:

  • Assists with the design and development of internal libraries interfacing with the bank’s applications.
  • Assists with the design and development of RESTful API microservices, managing API versions and lifecycles.
  • Assists with the management of the bank’s development technology stack.
  • Assists with development of security controls for API endpoints.
  • Assists with the development of serverless deployments using AWS.
  • Assists with CI /CD pipelines, API Gateways, and code maintenance.
  • Gathers software requirements specifications, working with internal and external teams to understand business and functional requirements.
  • Maintains and contributes to code quality with unit testing, integration testing and code review.
  • Documents API schemas as well as internal API management procedures.
  • Assists in troubleshooting, testing, and debugging when failures arise.

Qualifications:

  • Bachelor’s degree in information technology, computer science, or equivalent work experience
  • 3-5 years of experience in RESTful API development using Python and cloud application deployments
  • 3-5 years of experience with legacy core banking applications and data formats (e.g., NACHA, ISO 20022).
  • Hands-on experience with Azure, ETL tools and building data pipelines
  • Knowledge of Postgres, S3, AWS API Gateway, AWS Lambda, Git and Docker.
  • Strong understanding and of microservice architecture patterns. Including asynchronous RESTful API patterns.
  • Demonstrated ability to understand software development methodologies such as TTD and Agile development.
  • Knowledge with SOAP, JSON and XML formats.
  • Strong understanding of Python, SQL. DAX, Java, NoSQL is a plus.
  • Strong understanding of data structures, OOP concepts and modeling.
  • Familiarity with CD/CI principals, SDLC and API lifecycle management
  • Familiarity with Python ORM frameworks is a plus.

The hiring range for this position is $125,000 to $165,000 per year. The base pay actually offered will take into account internal equity and also may vary depending on the candidate’s job-related knowledge, skills, and experience, among other factors. A bonus and/or incentives may be provided as part of the compensation package, in addition to the full range of medical, dental, vision, 401k, and other benefits.

Piermont Bank is an equal-opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. We do not discriminate based upon race, religion, color, national origin, political affiliation, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability or other applicable legally protected characteristics.