Machine Learning Engineer

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.

• 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, domain‑specific data (code, natural language, product usage signals).
• Advance AI Reasoning:
  Improve the reasoning capabilities of our AI systems to enhance decision‑making and support complex legal domains.
• Collaboration:
  
  Work closely with product engineers to integrate models into real user‑facing features and partner closely with legal professionals to translate expertise into technical requirements.
• Build Rigorous Evaluation Frameworks:
  Establish frameworks that rigorously measure and evaluate AI performance, ensuring meaningful, reliable outcomes.

• Educational Background:
  Bachelor’s or Master’s degree in Machine Learning, Artificial Intelligence, Computer Science, or a related field.
• Experience in Complex AI Systems:
  Proven experience developing advanced AI systems and shipping production ML systems with real users and high uptime.
• Expertise in Model Optimization:
  Proficiency in optimizing and fine‑tuning foundational models, with a desire to push AI capabilities forward.
• Analytical
  
  Skills:
  
  Strong ability to measure impactful metrics and build frameworks to assess AI performance effectively.
• Problem‑Solving
  
  Skills:
  
  Skilled in integrating various models and tools to create robust solutions for real‑world applications.

US Base Salary Range: $195,000 - $350,000 USD.

Final compensation will be determined based on a variety of factors, including but not limited to relevant experience, skills, interview performance, and the scope and level of the role.

• Competitive Salary & Equity
• 401(k) Program with Employer Matching
• Health, Dental, Vision and Life Insurance
• Short Term and Long Term Disability
• Commuter Benefits*
• Autonomous Work Environment
• Workplace Setup Reimbursement
• Telecomm Stipend
• Flexible Time Off (FTO) + Holidays
• Quarterly Team Gatherings
• In office Perks (In office employees only)

We are an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, sexual orientation, or gender identity), national origin, age, disability, genetic information, veteran status, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance and/or a reasonable accommodation during the application process, reach out to your recruiter.

We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.