Machine Learning Engineer 1 & 2 - Systems

🌍 Remote, USA πŸš€ Full-time πŸ• Posted Recently

Job Description

EvenUp is on a mission to close the justice gap using technology and AI. They are looking for an early career Data Scientist / Machine Learning Engineer to join their AI R&D team, focusing on developing and deploying models that enhance their claims-intelligence platform.


Responsibilities

  • Model research & prototyping – Explore, implement, and benchmark ML/NLP/generative-AI methods (e.g., LLM fine-tuning, retrieval-augmented generation, document understanding)
  • Data preparation & feature engineering – Clean, annotate, and transform structured and unstructured case data; build reusable datasets and data loaders
  • Experimentation workflow – Design experiments, run A/B tests, analyze results, and communicate findings to the wider product and engineering teams
  • Productionization – Help integrate models into our microservices architecture; collaborate with MLOps engineers on packaging, testing, monitoring, and scaling
  • Cross-functional collaboration – Pair with product managers, legal analysts, and software engineers to translate pain points into ML solutions and measurable product improvements
  • Continuous learning – Stay current with research in LLMs, representation learning, and prompt engineering; share insights through internal talks and docs

Skills

  • Ph.D., M.S. or B.S. in Computer Science, Machine Learning, Data Science, Statistics, Computational Linguistics, or a closely related field
  • Solid grounding in machine-learning fundamentals (supervised & unsupervised learning, evaluation metrics, overfitting/regularization)
  • Hands-on experience with NLP or generative-AI techniques (e.g., transformers, embeddings, sequence-to-sequence models, LLMs)
  • Proficiency in Python and ML/NLP libraries such as PyTorch, TensorFlow, Hugging Face, spaCy, or similar
  • Familiarity with SQL and basic data-engineering concepts (ETL, versioned datasets, notebooks)
  • Eagerness to learn from senior teammates and iterate quickly in a fast-moving startup
  • Clear, concise communicationβ€”both written and verbal
  • Strong analytical thinking and a bias toward shipping pragmatic, high-impact solutions
  • Exposure to cloud platforms (AWS/GCP)
  • Experiment-tracking tools (Weights & Biases, MLflow)
  • Containerized deployment (Docker/Kubernetes)

Benefits

  • Choice of medical, dental, and vision insurance plans for you and your family
  • Additional insurance coverage options for life, accident, or critical illness
  • Flexible paid time off, sick leave, short-term and long-term disability
  • 10 US observed holidays, and Canadian statutory holidays by province
  • A home office stipend
  • 401(k) for US-based employees and RRSP for Canada-based employees
  • Paid parental leave
  • A local in-person meet-up program
  • Hubs in San Francisco and Toronto

Company Overview

  • EvenUp is the leading proactive AI platform for personal injury law, the first of its kind, built on the largest personal injury dataset. It was founded in 2019, and is headquartered in San Francisco, California, USA, with a workforce of 501-1000 employees. Its website is https://www.litty.ai/.

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