Applied AI Engineer

Why Join The Drata Team? The best way to understand the Driver’s Mindset is to see it in action. We’re an award-winning, mission-driven team of 600+ people worldwide , united by a culture that values trust, speed, and continuous growth. Hear the Voice of the Team : Explore our "Life at Drata" page for employee testimonials on our collaborative and the growth opportunities available. Connect with Us on Socials: LinkedIn - follow us for company updates, employee stories, and career news. Job Summary: Drata is seeking an Applied AI Engineer to drive the quality and effectiveness of our AI systems through rigorous experimentation, evaluation, and applied research. This is a research-focused role emphasizing experimentation and rigor over production engineering. You'll own the science behind how Drata's AI products retrieve, reason, and respond — and you'll work closely with AI and Software Engineers to turn validated approaches into production-ready systems. Drata's compliance platform is document-heavy: VRM Agent, AIQA, Trust Agent, policy-to-control mappers, and more all depend on high-quality information retrieval and reasoning. What you'll do: Design and evaluate information access + reasoning strategies across RAG, agents, and classic ML: chunking, embedding models, hybrid search, metadata filtering, semantic routing Prototype GenAI workflows (including agentic systems) that map and reason over compliance objects (controls ↔ risks ↔ requirements ↔ evidence) Explore ML + probabilistic approaches where GenAI is not the best fit: classifiers, ranking models, graph/link prediction, calibration, and structured prediction Build and maintain evaluation frameworks: golden datasets, automated quality metrics, regression detection Implement and tune ranking/reranking systems: cross-encoders, LLM-based rerankers, learning-to-rank, custom scoring functions Run experiments to validate hypotheses and quantify improvements before production rollout Debug failure modes and build error taxonomies across retrieval, reasoning, and generation Collaborate with AI and Software Engineers to hand off validated approaches for productionization Stay current on applied research in RAG, agents, LLM evaluation, and relevance modeling; bring innovations into the product What you'll bring: 3+ years of experience in applied research, data science, or ML with a focus on NLP, information retrieval, or knowledge systems 1+ years of hands-on experience building or contributing to production AI/ML systems Strong foundation in information retrieval: dense and sparse retrieval, embedding models, search relevance Experience with RAG systems: chunking strategies, vector databases, retrieval optimization Proficiency in evaluation methodology: metrics design, golden dataset creation, A/B testing, statistical significance Strong Python skills and comfort with notebook-driven research workflows Experience communicating research findings to engineering teams and translating insights into actionable improvements Bonus: Experience with compliance, legal, or document-heavy domains Bonus: Publications or contributions in IR, NLP, or RAG evaluation How we support you: At Drata, our people are our strongest advantage—and we prove it with support that exceeds industry standards. Our total rewards package is designed to power your well-being, accelerate your growth, and keep your work-life balance thriving. Explore how we invest in your Life at Drata . Shared Success : We provide stock equity to ensure that as the company grows, you share directly in that success. Equity gives every employee a sense of ownership and the opportunity to celebrate our wins together—because your contributions don’t just support our progress; they help drive our collective success. Health & Wellness: Up to 100% employer-paid premiums for medical, dental, and vision coverage for employees and their dependents , along with comprehensive wellness benefits and healthcare concierge services designed to support your needs beyond traditional insurance. Financial Well-being: A comprehensive suite of financial benefits, including a 401(k) plan , company-paid life and disability insurance , tax-advantaged spending accounts , and a range of discounted voluntary offerings to help you customize and strengthen your overall financial position. Family Support: We want to support you in life's most important moments, so we offer a paid Parental Leave policy, after six months of employment. Employees also receive access to Kindbody fertility and family-building benefits and dedicated leave specialists who help guide you through the entire process. Growth & Development: Generous annual stipends for both professional and personal development, empowering you to invest in your continued growth. You’ll also have access to a wide range of internal learning opportunities, ensuring you can build new skills, deepen your expertise, and advance your career with confidence. Time Off & Flexibility: