Machine Learning Engineer

Eve; San Mateo (CA); On-site; USD 195,000 - 350,000; Full time

Benefits offered by this job

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

Job summary

Join Eve as an ML Engineer, where you will shape AI systems to enhance legal workflows. You'll develop AI-powered solutions, optimize models, and evaluate AI performance, using your expertise in machine learning to tackle complex real-world problems.

This role offers a competitive salary range between $195,000 and $350,000, alongside robust benefits such as health insurance, a 401(k) program, and flexible time off. If you're driven by challenge and innovation, we want to hear from you!

Qualifications

• Proven experience developing advanced AI systems and shipping production ML systems.
• Experience in optimizing and fine-tuning foundational models.
• Strong ability to measure impactful metrics and build evaluation frameworks.

Responsibilities

• Design and implement AI systems to assist in legal tasks.
• Fine-tune models using high-quality, domain-specific data.
• Improve AI reasoning capabilities for complex legal domains.
• Work with engineers and legal professionals to integrate models.
• Establish rigorous evaluation frameworks for AI performance.

Skills

Machine Learning

Artificial Intelligence

Model Optimization

Analytical Skills

Problem-Solving

Education

Bachelor’s or Master’s degree in relevant field

Job description

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, 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.

What We're Looking For

• 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.

Compensation

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.

Benefits

• 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)

Equal Opportunity Employment Statement

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.

Hiring Process Disclosure

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.