ML Engineer at EvenUp — Career Guide 2026

Role Overview

An ML Engineer at EvenUp is at the forefront of applying artificial intelligence to revolutionize the personal injury law sector. EvenUp uses AI to analyze medical records, legal documents, and other data to help legal teams accurately value and build personal injury claims. In this role, you'll be responsible for developing, deploying, and maintaining machine learning models that extract, interpret, and synthesize complex information from unstructured text. This involves working with Natural Language Processing (NLP) and other ML techniques to create robust and reliable AI solutions that directly impact legal outcomes.

Key Responsibilities

• Design, develop, and deploy NLP models for information extraction and text understanding.
• Clean, preprocess, and manage large datasets of legal and medical documents.
• Evaluate model performance, identify biases, and implement improvements.
• Collaborate with legal domain experts and software engineers to