Full-Time

Staff Machine Learning Engineer

Updated on 1/17/2025

EvenUp

EvenUp

201-500 employees

Legal services for personal injury cases

Legal

Expert

San Francisco, CA, USA

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
LLM
Python
Data Science
Machine Learning
Reinforcement Learning
Requirements
  • 10+ years of experience in machine learning with multiple models deployed in operational settings.
  • PhD in Machine Learning, Computer Science, or other quantitative field.
  • Strong proficiency with the latest Large Language Model (LLM) technologies.
  • Expertise in one or more areas of machine learning, such as deep learning, reinforcement learning, probabilistic modeling, or optimization.
  • Strong communication, collaboration, and coaching skills.
  • High proficiency in a procedural programming language (e.g. Python).
  • Ability to translate and apply cutting edge research into practical solutions.
  • Strong leadership and mentorship abilities, with a passion for guiding and developing other team members.
Responsibilities
  • Stay on top of the latest advancements in ML and prompt engineering and direct the team to adjust direction accordingly.
  • Build and deploy models in production that tangibly impact the lives of our customers.
  • Help set team best practices on how prompting experimentation and development is done; design and implement efficient procedures for benchmarking and optimizing prompt performance.
  • Provide technical leadership and mentorship for a highly skilled team of data scientists and machine learning engineers, guiding them in solving complex business problems.
  • Act as a strategic advisor for leaders across the organization on driving business impact through machine learning.
  • Own technical roadmaps and work closely with engineers, product managers, and other stakeholders to integrate research findings into scalable, production-ready solutions.

EvenUp Law provides legal services focused on personal injury, trucking accidents, and medical malpractice. The firm operates in multiple states, including Texas, Pennsylvania, California, Indiana, and Georgia. Its business model is based on a contingency fee structure, meaning they only receive payment if they win the case, taking a percentage of the settlement or judgment. What sets EvenUp Law apart from its competitors is its detailed case preparation and the ability to analyze cases like an adjuster or defense attorney, which leads to higher settlement amounts and quicker resolutions for clients. The firm also maintains a database of similar injuries and their corresponding values, which aids in providing accurate damage estimates. The goal of EvenUp Law is to alleviate the stress of legal proceedings for clients while maximizing their compensation.

Company Stage

Series D

Total Funding

$214M

Headquarters

San Francisco, California

Founded

2019

Growth & Insights
Headcount

6 month growth

-2%

1 year growth

2%

2 year growth

4%
Simplify Jobs

Simplify's Take

What believers are saying

  • Increased AI adoption in legal tech boosts demand for EvenUp's AI-powered tools.
  • Litigation funding rise creates opportunities for EvenUp's financial solutions to plaintiffs.
  • Growing data-driven decision-making enhances the value of EvenUp's injury database.

What critics are saying

  • Competition from other AI-driven legal tech startups may erode EvenUp's market share.
  • Regulatory scrutiny on AI in legal services could impact EvenUp's operations.
  • Economic downturns may reduce personal injury claims, affecting EvenUp's contingency fee model.

What makes EvenUp unique

  • EvenUp uses AI to automate document generation and case analysis for personal injury cases.
  • The company offers litigation funding, allowing plaintiffs to avoid early settlements.
  • EvenUp's database aids in accurate damage estimates and strategic settlement negotiations.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

Unlimited Paid Time Off

Paid Holidays

Home Office Stipend

401(k) Retirement Plan