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 .

Depot Manager

Arriva · Cambridge Depot

Depot Manager – Cambridge

Location: Cambridge
Contract: Permanent
Hours: Average 37.5 hours per week (rotational days & nights)
Reporting to: Regional Operations Manager (South)

The Role

We are looking for an experienced and motivated Depot Manager to lead our Light Maintenance operation at our Cambridge depot. This is a key leadership role with full accountability for depot operation, people management, safety, quality, and performance delivery.

You will play a critical role in ensuring trains are delivered safely, on time, and to exacting standards, while driving continuous improvement, operational efficiency, and a strong safety culture.

Key Responsibilities

  • Lead, inspire, and develop depot supervisory and maintenance teams to meet production targets and customer requirements.

  • Take full accountability for depot operations, safety, quality, facilities, and performance.

  • Ensure compliance with all relevant Health & Safety legislation, company rules, and industry standards.

  • Manage depot processes in line with ISO 9001, ISO 14001, ISO 45001, and RM3 requirements.

  • Prepare, manage, and control the annual depot budget and forecasts.

  • Act as a senior point of contact for customers and key stakeholders.

  • Drive a culture of continuous improvement across safety, quality, and productivity.

  • Oversee competence management, audits, and accurate operational reporting.

  • Provide clear management information and KPIs for internal and external stakeholders.

  • Support business development activities and input into bids for new work.

  • Participate in the senior on‑call management rota.

Customer & Stakeholder Focus

  • Deliver consistently high standards of service aligned with customer expectations.

  • Maintain strong relationships with customers and key stakeholders.

  • Identify opportunities to improve service delivery, maximise revenue, and reduce costs.

People Leadership

  • Recruit, develop, mentor, and coach high‑performing teams.

  • Deliver effective communication through regular briefs and engagement sessions.

  • Manage performance, wellbeing, employee relations, and succession planning.

  • Complete performance reviews and support ongoing training and development.

  • Authorise payroll and ensure accurate people‑related processes.

About You

You will be an experienced depot, operations, or maintenance leader with a strong background in rail vehicle maintenance or a similar regulated engineering environment.

Essential / Desirable Experience & Qualifications

  • Experience managing rail vehicle maintenance and depot operations.

  • Strong understanding of health, safety, and environmental standards.

  • Proven people management and leadership experience.

  • Ability to carry out risk assessments and drive safe systems of work.

  • Knowledge of ISO management systems (9001 / 14001 / 45001).

  • Engineering qualification (BTEC, City & Guilds or equivalent) – desirable.

  • ILM Level 3 (People Management) or similar – desirable.

  • Membership of IMechE or IET – desirable.

  • Full UK driving licence.

Skills & Competencies

  • Strong leadership and decision‑making skills.

  • Confident communicator with the ability to engage at all levels.

  • Highly organised with excellent attention to detail.

  • Strong IT capability (Microsoft 365; SAP / Maximo advantageous).

  • Comfortable working flexibly, including days, nights, and on‑call.

What We Offer

  • 26 days annual leave, inclusive of standard UK bank holidays.

  • Pension scheme.

  • Life assurance and healthcare cover.

  • Arriva UK Trains Travel Pass.

  • Cycle to Work scheme.

  • Arriva Village retailer discount scheme.

  • A senior leadership role with real operational impact.

  • Long‑term career development within a growing organisation.