QA Engineer, Filevine
AI Forms Platform
Operating intelligence for modern legal practice
Job no longer available
Operating intelligence for modern legal practice
501-1000 employees
Job no longer available
501-1000 employees
Company mission
To change the way legal work gets done for law practitioners and their clients.
Role
Who you are
- Bachelor’s degree in Computer Science, Engineering, or related field
- 3+ years of experience in QA Automation, with proficiency in tools like Cypress, Selenium, or Playwright
- Coding Proficiency: Strong ability to write test scripts in JavaScript, TypeScript, or Python (Java/C++ proficiency also accepted)
- AI/Data Testing: Experience testing non-deterministic systems (AI/ML models) or complex data migration projects is highly preferred
- Agile/Scrum: 1 to 3 years experience working in agile environments with frequent release cycles
- Problem Solving: Demonstrated ability to use AI tools to solve coding roadblocks and optimize testing workflows
- Communication: Excellent verbal and written communication skills to articulate quality risks to the product team
What the job involves
- We are looking for a forward-thinking QA Engineer to lead the testing strategy for our new AI-first Forms Platform
- In this role, you will move beyond traditional functional testing to build "evaluation harnesses" that measure the accuracy of our auto-mapping AI models against golden datasets
- You will be responsible for minimizing defect escape rates and ensuring that complex government forms (for Immigration, Family Law, etc.) are rendered perfectly
- You will use AI tools daily to generate test cases, write automation scripts, and analyze regression data to ensure our migration from legacy systems is seamless
- AI Model Validation: Design and maintain evaluation harnesses (evals) to measure the accuracy of AI auto-mapping models, ensuring they meet strict quality thresholds before release
- Test Automation: Build robust, automated test suites (end-to-end and integration) that run within our CI/CD pipelines to catch regressions immediately
- Golden Datasets: Maintain and expand "golden datasets" of perfectly mapped forms to serve as the ground truth for regression testing
- Defect Prevention: Collaborate with developers to identify "model quality variance" and implement gates that prevent low-confidence predictions from reaching production
- Migration Quality: Verify data integrity during the migration of pilot customers from the legacy platform to the new architecture
- Efficiency: Leverage LLMs and AI coding assistants to rapidly write test scripts and generate edge-case scenarios for complex legal forms
Our take
Law firms, corporate legal teams and government agencies are under increasing pressure to handle more work, more data and tighter timelines, all without increasing costs. As a result, demand is growing for legal technology that can automate routine tasks, organize complex information and also help laywers work faster and more accurately. AI has become a key part of this change, and today it's hard to find interest in legal tech that doesn't have AI at its core.
Filevine is a good example of how this shift is playing out, Founded in 2014, the company began as a software-as-a-service platform helping legal teams manage cases, documents, billing and payments in one place. Over time though, Filevine has expanded into what it now calls a Legal Operating Intelligence System, bringing intelligence into the full lifecycle of a legal matter. And in recent years, the focus has moved strongly toward AI, as most of the company's revenue comes from its AI products rather than from its original software.
This growth shows just how well its aligned with where the market is heading, and with $400M from major investors, it continues to expand its platform, adding AI tools that connect across legal workflows. By bringing together case management, depositions, contracts and drafting into a single system, Filevine has positioned itself as a central operating platform for modern legal teams.
Steph
Company Specialist at Welcome to the Jungle
Insights
-14% employee growth in 12 months
Company
Funding (last 2 of 8 rounds)
Sep 2025
$400m
LATE VC
Apr 2022
$108m
SERIES D
Total funding: $825.6m
Company benefits
- Medical, Dental, & Vision Insurance
- Competitive & Fair Pay
- Short & long-term disability
- Maternity & Paternity leave
- Centrally located open office in Sugar House
- Company swag that will make your friends envious
- Opportunity to make an impact on Day 1
Company HQ
Sugar House, Salt Lake City, UT
Leadership
Ryan Anderson
(Co-Founder & CEO)Ryan co-founded Filevine in 2014 and has served as the CEO since.
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