Machine Learning Engineer

About Eve

About the role

What you'll do

• Build AI systems that understand, analyze, and reason across complex legal tasks and queries.
• Improve model reasoning for high-stakes legal decisions and use real usage data to improve quality and reliability.
• Build evaluation frameworks that measure performance and trustworthy outcomes.
• Integrate models into user-facing features with product engineers and translate legal expertise into technical requirements.

What they're looking for

• At least 4 years of engineering experience focused on applied ML/AI products.
• Track record of shipping production ML systems used by real users with high uptime.
• Experience developing AI systems that break complex tasks into manageable steps.
• Strong analytical ability to define useful metrics, build evaluation frameworks, and iterate from usage.
• End-to-end ownership and comfort working on problems without clear answers.
• Interest in state-of-the-art research, models, and agent architectures is noted.

Compensation and benefits

• The US salary range is $195,000–$350,000; the posting does not state a pay cadence.
• Benefits listed include salary and equity, 401(k) matching, insurance, disability coverage, commuter benefits, flexible time off, and a telecommuting stipend.
• Some perks are limited to in-office employees.