Contents

  1. I. Plate
  2. II. Lens
  3. III. Measurements
  4. IV. Growth rings
  5. V. Cabinet
  6. VI. Write to me

Plate I · Martinez, California

CandiJacobs

n. one who ships quality on schedule; a steady hand at the center of delivery.see also: leader, builder.

A quality engineering leader who turns requirements into testable plans, regulated releases into predictable ones, and scattered teams into aligned ones. Thirteen-plus years across GxP, ISO and 21 CFR environments, now using generative AI to author tests and triage failures.

Plate II

Choose your lens

Hiring for delivery or for engineering? Flip the specimen card and the rest of the journal highlights the evidence for that role.

Two instruments, one naturalist

Leader & Engineer

Thirteen years of making releases predictable. She plans delivery like a project manager and writes the automation that proves it works.

Areas of expertise

  • Release risk assessment
  • Agile & Scrum
  • Cross-functional leadership
  • Quality metrics & reporting
  • QA team mentoring
  • Compliance & audit readiness
  • Requirements & testability
  • Quality process optimization
  • SaaS quality engineering
  • Continuous testing
  • Root cause analysis
  • Defect lifecycle management
  • Plans that survive contact

    Plans built on risk-based validation, release controls and readiness dashboards. Certified ScrumMaster who has run QA for two Agile teams at once.

    • Release risk
    • Scrum
    • Roadmaps
    • Dashboards
  • People move together

    Mentors testers, trains county staff and aligns product, engineering and compliance around a single definition of done.

    • Mentoring
    • Stakeholders
    • Training
    • Jira admin
  • Builds what she tests

    Writes TypeScript and Playwright automation and uses Claude Code and Cursor to write tests, refactor code and triage failures.

    • TypeScript
    • Playwright
    • AI workflows
    • SQL

Plate III

Field measurements

Before-and-after readings from her work leading quality at Certara. Drag a twig (or use the arrow keys) to compare.

  1. Release cycle

    Four times the releases each year, and each one carried 25% more scope.

  2. Release-candidate validation

    Final sign-off now takes days instead of a month-long wait.

  3. Test coverage

    Coverage more than doubled in under six months.

  4. Reopened bug tickets

    Down 75% in under three months, thanks to clearer written and spoken hand-offs.

  5. Scope per release

    Each release carried 25% more, even on the shorter cycle.

Plate IV

Growth rings

Six roles from 2012 to 2026, drawn as a tree's rings from the core outward. Choose a ring to read its specimen label.

Staff Software Quality Engineer, Lead

Certara · Radnor, PA

Nov 2021 – Jul 2026

Led quality engineering for regulated SaaS products: test strategy, release readiness dashboards and AI-assisted automation.

  • Cut the release cycle from six months to six weeks while growing scope by 25%.
  • Cut release-candidate validation from 4–6 weeks to 4–6 days.
  • More than doubled test coverage in under six months.
  • Used AI and LLM workflows to write tests, refactor code and triage failures.
  • Cut reopened bugs by 75% by improving how the team communicated.

Plate V

The specimen cabinet

The tools she works with every day. Pull a drawer open to see what's inside.

Project & Collaboration4
  • Jira
  • Confluence
  • Slack
  • HP ALM
Testing & API3
  • Playwright
  • Postman
  • Xray for Jira
AI & LLM5
  • Claude Code
  • Cursor
  • GitHub Copilot
  • ChatGPT
  • Perplexity
Languages5
  • TypeScript
  • SQL
  • Python
  • HTML
  • XML
Development3
  • VS Code
  • GitHub
  • Jenkins
Cloud2
  • AWS S3
  • AWS EC2

Seals of certification

  • Certified ScrumMasterScrum Alliance
  • Certified Tester Foundation LevelISTQB
  • Managing Jira Projects for CloudAtlassian

Ex libris

Bachelor of Arts, Communication

NC State University

Communication degree. It explains why her bug reports get read and why her reopened-ticket rate dropped 75%.

Plate VI

Write to Candi

Write a letter, press the seal, and it goes straight to her inbox. You can also email candijacobs@gmail.com directly.

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