EveEV

Machine Learning Engineer

Eve Legal provides innovative AI-driven solutions that optimize the case management process for plaintiff law firms, enhancing efficiency and revenue potential.

Eve

Employee count: 11-50

Salary: 195k-255k USD

United States only
Company Overview:Eve is an industry leader in legal tech, empowering plaintiff attorneys with AI-driven solutions to achieve better outcomes for their clients. Our core values—Excellence, Visionary Innovation, and Elevation—drive everything we do. We are committed to providing tools that transform the legal industry and support our clients' success at every step. Targeting a total addressable market (TAM) of over $500 billion, we are positioned at the forefront of a rapidly expanding industry.Our mission is to re-imagine the way the legal industry operates by creating “AI-native law firms” that are managed, scaled, and operated by software rather than armies of people. Our initial focus is building a platform that empowers plaintiff lawyers in case work, leveraging advanced AI models, thoughtful design, and precise engineering. Our team is composed of industry experts and engineers with experience at innovative companies like Rubrik, Facebook, and Scale.

Why Join Eve

  • Transformative Mission: We are pioneering the application of AI in the legal industry, crafting solutions that redefine how law firms operate.
  • Small, Talent-Dense Team: Join a flat, agile team of top talent passionate about revolutionizing the legal industry.
  • Rapid Innovation: Be part of a fast-paced environment where your contributions directly influence the success of our mission.
  • World-Class Expertise: Work with a team that values expertise, creativity, and impact to build solutions with lasting significance.

What You Will Accomplish as a Machine Learning Engineer

  • 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: Architect and optimize AI systems by combining multiple models and tools, solving real-world legal problems with precision and scalability.
  • Advance AI Reasoning: Improve the reasoning capabilities of our AI systems to enhance decision-making and support complex legal domains
  • Build Rigorous Evaluation Frameworks: Establish frameworks that rigorously measure and evaluate AI performance, ensuring meaningful, reliable outcomes.
  • Collaborate with Domain Experts: Partner closely with legal professionals to translate their expertise into technical requirements, tailoring AI solutions to legal industry needs.

What We Are 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, particularly those that deconstruct complex tasks into manageable steps.
  • 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.

You Will Thrive In This Role If You Have:

  • A passion for AI and its potential to transform traditional industries like legal.
  • An eagerness to architect complex AI systems that solve practical, high-impact problems.
  • Curiosity about improving AI reasoning in challenging, multifaceted domains.
  • A collaborative spirit, excited about translating domain expertise into technical innovations.
  • A commitment to measuring and achieving meaningful outcomes, setting high standards for AI performance.

Benefits

  • 401(k) with Company Match
  • Comprehensive Health, Dental, and Vision Insurance
  • Unlimited PTO for work-life balance
  • An inclusive, collaborative, and innovation-driven work environment

Compensation

  • Compensation at Eve is highly competitive and determined based on experience, seniority, and considerations of both internal and external equity, as well as location. For this position, the base salary range is between $195,000 - $255,000 USD per year.
  • In addition to a compelling salary and performance-based bonuses, we offer an equity component that provides meaningful ownership and the opportunity to share in the company's long-term success.
Hybrid Work Policy:We meet in our San Mateo office from Monday to Wednesday, working remotely the remainder of the week.

About the job

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Job type

Full Time

Experience level

Mid-level

Salary

Salary: 195k-255k USD

Location requirements

Hiring timezones

United States +/- 0 hours

About Eve

Learn more about Eve and their company culture.

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Eve Legal revolutionizes the legal landscape for plaintiff law firms through its customizable AI-driven solutions. The company's mission is to empower legal professionals by streamlining labor-intensive tasks and enhancing overall efficiency. Eve acts as a "second brain," substantially reducing the time required for various legal processes. For instance, tasks that previously took hours, such as drafting demand letters or handling discovery, can now be accomplished within minutes. This remarkable innovation helps law firms increase their case capacity and grow revenue streams without the need for additional headcount.

Founded by Jay Madheswaran, Matt Noe, and David Zeng, Eve combines deep expertise in artificial intelligence and law to optimize casework from intake through resolution. It provides tools that assist attorneys in drafting, responding to discovery requests, and even calculating damages with ease and precision. The technology not only handles routine tasks but also augments human potential, enabling legal teams to focus on higher-value work and client interactions. Eve Legal aims to make all plaintiff firms AI-native, bringing them into a future where technology and legal practice merge seamlessly for enhanced client service.

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