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Machine Learning Engineer

EveSan Francisco (Hybrid); San Mateo, CA (Hybrid)Engineering
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Salary
Not listed
Job type
Full-time
Posted
31 Mar 2026
Status
Open · checked 7d ago

About this role

Eve is seeking a talented Machine Learning Engineer to join its engineering department in San Francisco or San Mateo, California on a hybrid schedule. This exciting opportunity is ideal for professionals with a strong background in applied machine learning who want to shape the future of legal technology.

Role Overview

Artificial intelligence serves as the core foundation at Eve, driving the platform as it scales rapidly to handle complex legal workflows. This position involves managing the full stack of applied machine learning, ranging from data curation to evaluation and production deployment. The selected professional will build systems capable of managing complex reasoning tasks that few other products encounter, working closely with product teams and legal experts to deliver fast, reliable results.

Key Responsibilities

Design and enhance machine learning systems that comprehend, analyze, and process intricate legal tasks and queries.
Elevate model reasoning by architecting and refining capabilities that drive high-stakes decision-making in the legal sector.
Treat model quality as a primary optimization concern, leveraging real usage data to improve system reliability and adaptability.
Construct rigorous evaluation frameworks to measure artificial performance and guarantee trustworthy outcomes.
Collaborate across teams by partnering with product engineers for feature integration and legal professionals to convert domain expertise into technical solutions.

Requirements

Bring four or more years of engineering experience with a specific focus on applied machine learning or artificial intelligence products.
Demonstrate a proven history of shipping production-level machine learning systems that serve real users with high uptime.
Possess experience in developing advanced artificial intelligence systems that break down complex tasks into manageable steps.
Exhibit a strong analytical sense with the ability to build measurement frameworks and iterate quickly from real usage data.
Maintain an ownership mindset to drive projects completely from start to finish while following state-of-the-art research in models and agent architectures.

Skills and Tools

Applied Machine Learning and AI Products
Production ML Deployment and Evaluation Frameworks
Advanced AI Systems and Agent Architectures
Data Curation and Quality Optimization
Cross-Functional Collaboration

Salary and Benefits

The annual base salary for this position ranges from $195,000 to $350,000 USD, with final placement determined by experience, qualifications, and location. Comprehensive benefits include competitive salary and equity, a 401(k) program with employer matching, and health, dental, vision, and life insurance. Additional perks feature short and long-term disability, commuter benefits, an autonomous work environment, workplace setup reimbursement, a telecomm stipend, flexible time off with holidays, quarterly team gatherings, and in-office perks.

About the Company

Eve is transforming legal technology for plaintiff law firms by providing artificial intelligence that operates across every stage of a case, from initial intake through final resolution. Trusted by over a thousand law firms, the organization is backed by prominent investors such as Spark Capital, Andreessen Horowitz, Menlo Ventures, and Lightspeed. The team consists of world-class talent hailing from leading technology companies, collaborating directly with industry leaders to build specialized workflows for the legal industry.

How to Apply

Interested candidates should submit their application directly on the official company careers page to be considered for this role.

Skills and tech stack

Questions candidates ask

What is the location of the Machine Learning Engineer role?

The position is offered as a hybrid role based out of San Francisco or San Mateo, California.

How much experience is required for this position?

Candidates must have four or more years of engineering experience focusing on applied machine learning or artificial intelligence products.

What is the salary range for this job?

The US salary range for this role is between $195,000 and $350,000 USD, depending on factors such as experience, qualifications, and location.

What benefits are provided by Eve?

Eve offers competitive salary and equity, a 401(k) program with employer matching, comprehensive health insurance options, disability coverage, commuter benefits, a telecomm stipend, flexible time off, and workplace setup reimbursement.

How should I apply for the Machine Learning Engineer opening?

Interested applicants should apply directly through the official company careers page.

Ready to apply?

The application is on the official Eve careers page.

Apply on company site