Eve
Legal Technology
MLEngineer
Neural analysis suggests this role is
optimal for Mid+ candidates.
“ML Engineer at Eve. Skills: Machine Learning, AI Systems, Model Development, Production Deployment. Design AI systems. Implement AI systems”
Industry & Context.
Problem-solving
What They're Looking For.
Must Have
Bachelor's or Master's degree, Experience developing advanced AI systems, Shipped ML systems in production, SQL proficiency
Nice to Have
PhD preferred, GCP Professional Data Engineer, AWS Data Analytics, Databricks Certified, dbt Certified
What You'll Do.
Optimize foundational models
Integrate models into features
Translate expertise into requirements
Build evaluation frameworks
Measure AI performance
Evaluate AI performance
How You'll Work.
Team & Collaboration
Product engineers; Legal professionals
Full Job Description
About Eve Eve is redefining legal technology for plaintiff law firms, and we're building the team that will take us there. We help firms handle more cases, recover more for clients, and grow with AI that works across every stage of a case, from intake through resolution. The next generation of great plaintiff firms will be AI-Native, and Eve is how they get there. But what makes Eve different isn't just the product. It's how we build it. If you're someone who takes ownership, stays curious, and wants to build AI that's already changing how law is practiced, this is where you belong. Product-market fit: Eve is trusted by over 1000+ law firms, and we’re growing fast. Backed by top investors: We’ve raised over $160M from world-class partners including Spark Capital, Andreessen Horowitz(A16z), Menlo Ventures, and Lightspeed. Built by a world-class team: Engineers, designers, and operators from places like Scale, Meta, Airbnb, Cruise, Square, Rubrik, and Lyft are building Eve from the ground up. AI-Native from day one: We’re on the bleeding edge of AI, collaborating directly with teams at OpenAI and Anthropic to build best-in-class AI workflows tailored for legal work. Explosive growth: We are growing 2X revenue Quarter over Quarter. About the Role: AI at Eve isn't a feature — it's the foundation. As an ML Engineer, you'll be working at the intersection of cutting-edge model development and real-world legal workflows, building systems that handle the kind of complex, high-stakes reasoning that most AI products never have to touch. This role is for someone who wants to own the full stack — from data curation and fine-tuning to evaluation and production deployment — and who gets energized by problems that don't have clean answers yet. What You'll Do: Develop AI-Powered Solutions: Design and implement AI systems that understand, analyze, and provide intelligent assistance across various legal tasks and queries. Optimize and Integrate Models: Fine-tune models on high-quality
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