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 .

Market Analyst

Finyard · Remote

At Finyard, we’re a global team of engineers, data scientists, marketeers, and financial experts, passionate about technology and innovation. We’re all about bringing revolutionary software services to people all around the world, and have been since 2018.

Our mission is to innovate by launching modern software solutions in the FinTech space, giving users around the world simpler and quicker ways to transact and manage their investments. We are committed to ensuring every product we release is in service of our users, so that as we grow, so do they.

About the Role

We are seeking a highly knowledgeable and media-savvy Financial Market Analyst to join our team. This role combines deep analytical expertise with strong communication skills. You will be responsible for delivering high-quality market insights, producing daily/weekly analytical content, and representing the company across financial media, interviews, podcasts, webinars, and industry events.

This is a high-visibility role suited for someone who lives and breathes the financial markets, can translate complex ideas into clear insights, and is comfortable being the public face of a global fintech brand.

Key Responsibilities

Market Research & Analysis

  • Monitor global financial markets across FX, indices, commodities, equities and macroeconomic developments.
  • Produce daily, weekly, and monthly market analysis reports, forecasts, and commentary.
  • Identify market trends, trading opportunities, and risk factors relevant to our clients.
  • Develop thematic deep-dives (e.g., macro outlooks, sector trends, crypto market structure analysis).
  • Collaborate with internal teams (product, marketing, PR) to ensure accuracy and alignment of all market-related communications.

Content Creation

  • Write high-quality market analysis articles, newsletters, and research briefs.
  • Produce short-form and long-form commentary suitable for social media, blogs, and client communications.
  • Prepare visual market insights – charts, infographics, and data-driven storytelling.
  • Support educational content (market explainers, trading insights, video scripts).

Media Representation

  • Act as the face of the company in financial media.
  • Provide expert commentary for TV interviews, radio, press quotes, podcasts, and webinars.
  • Build and maintain relationships with journalists, editors, and media outlets.
  • Participate in industry events, conferences, and panel discussions as a company representative.

Internal Collaboration

  • Work closely with PR & Communications to ensure consistent narratives.
  • Align insights with product launches, campaigns, and marketing initiatives.
  • Provide internal briefings to leadership regarding market conditions and emerging risks.

Required Skills & Qualifications

Technical & Market Expertise

  • 3-7+ years of experience as a market analyst, strategist, economist, or related role.
  • Strong understanding of macro trends, global markets, technical analysis.
  • Solid analytical skills with experience using charting tools, economic calendars, and market data platforms.

Communication & Media Skills

  • Exceptional writing ability – clear, concise, engaging.
  • Strong on-camera presence, confident public speaking, and ability to simplify complex concepts.
  • Prior media experience is a strong advantage (interviews, quotes, commentary).
  • Ability to adapt tone and message depending on the channel (press, social, clients).

Personal Attributes

  • Comfortable taking initiative with minimal supervision.
  • Highly articulate, detail-oriented, and intellectually curious.
  • Resilient under fast-paced market conditions with tight deadlines.
  • Able to balance accuracy with speed of delivery.

Preferred Qualifications

  • Degree in Finance, Economics, Business, or related field.
  • Professional certifications (CFA, CMT, etc.) are a plus.
  • Experience with trading platforms or derivatives markets.
  • Familiarity with market fundamentals, on-chain data, and digital asset trends.

What We Offer

  • Competitive compensation package.
  • Opportunity to become a recognized public market expert and grow your personal brand with the backing of a leading fintech company.
  • Global exposure via top-tier media networks.
  • High degree of autonomy and the ability to shape market narratives.
  • Collaborative, innovative, and growth-focused work environment.