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 .

Embedded Solution Architect

Scalian · Detroit, MI, us

The Embedded Solution Architect will provide services encompassing all tasks and activities required to achieve the objectives of Product Development and Technical Governance:

  • Act as the architectural authority within embedded Domain and Project teams, supporting Program Managers in delivering robust, real-time, and safety-compliant solutions on schedule and within budget
  • Define end-to-end embedded system architecture based on QNX Neutrino RTOS, covering OS configuration, BSP integration, middleware selection, and hardware-software partitioning
  • Design high-availability, fault-tolerant, and deterministic architectures that meet real-time performance constraints
  • Ensure compliance with applicable functional safety and regulatory standards (ISO 26262, IEC 61508, EN 50128, or equivalent), embedding safety principles into architectural decisions
  • Define and document system communication architectures including IPC, shared memory, Ethernet, CAN, SPI, and other fieldbus technologies
  • Lead multi-core partitioning strategies, virtualization, and hypervisor-based isolation when required
  • Produce comprehensive architecture artifacts including system block diagrams, software component diagrams, data and control flow representations, deployment views, and interface specifications
  • Conduct architecture gap analyses between current (“as-is”) embedded platforms and target (“to-be”) solutions, identifying risks, constraints, and optimization opportunities
  • Drive performance optimization strategies including memory management, CPU load balancing, boot-time reduction, and real-time determinism tuning
  • Provide architecture risk assessments with associated mitigation strategies, particularly in safety-critical and regulated contexts
  • Establish architectural guidelines, reusable design patterns, and best practices for embedded development
  • Contribute to enterprise-level platform evolution by identifying redundancies, standardization opportunities, and long-term roadmap improvements
  • Support capability development through technical mentoring, design reviews, proof-of-concept initiatives, and technology evaluations
  • Participate in customer technical discussions, technical proposal phases, and bid defense activities
  •  Bachelor’s or Master’s degree in Computer Engineering, Electrical Engineering, Computer Science, or related field
  • 10+ years of experience in embedded systems development
  • Minimum 5+ years of hands-on experience with QNX Neutrino RTOS
  • Strong expertise in C/C++ and low-level system programming
  • Proven experience designing and deploying end-to-end embedded architectures from concept through production and entry into service
  • Deep understanding of BSP development, device drivers, kernel-level debugging, and system bring-up
  • Strong knowledge of real-time operating system principles, memory management, scheduling, and inter-process communication
  • Experience in safety-critical or regulated industries such as automotive, rail, aerospace, or medical
  • Familiarity with functional safety standards and certification processes (ISO 26262, IEC 61508, EN 50128 or similar)
  • Strong understanding of embedded networking and communication protocols (Ethernet, CAN, TCP/IP, fieldbus systems)
  • Experience with virtualization, hypervisors, or multi-core architectures in embedded environments
  • Strong soft skills including technical leadership, architectural documentation, presentation, and cross-functional communication
  • Experience working in Agile or hybrid development environments
  • Ability to operate effectively in complex, fast-paced, and evolving technical ecosystems

Why join us? 

  • To acquire experience in different critical industries and projects while working for the same company; 
  • To have a competitive salary and a great benefits package 
  • To access trainings that focus on expanding your knowledge while staying up to date with cutting edge technologies and best practices; 
  • To have a clear career development plan that suits your goals; 
  • To have the possibility of working abroad through our mobility program thanks to our international presence; 
  • To join a dynamic, specialized and fast-growing group where communication is key and where every team member is valued. 
  • To be part of a team where having fun is essential.