Responsibilities
- 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.
Qualifications
- 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.
Top Skills
What We Do
Filevine is case management software built for and inspired by real attorneys. As a fully-featured suite of tools, it comes ready to manage every part of a moving case. Assign tasks, upload files or images, monitor staff productivity, and communicate with your client directly from within their case file.
Our software is built on the truth that every law firm functions differently. That’s why Filevine is so customizable. Build new case-type templates, design automatic workflows, and receive customized reports on a schedule that fits your needs.
Accessing your information is never a problem, because Filevine is hosted on The Cloud. To ensure security, your law firm’s data is protected through state-of-the-art encryption on redundant servers. All you need to get started is an internet connection and your favorite web browser.
Learn more at filevine.com.
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