Staff Machine Learning Engineer - Systems

EvenUp

📍 Toronto, ON, Canada

Full-time Other-General Posted March 01, 2026

Job Description

Staff Machine Learning Engineer - Systems

EvenUp is on a mission to close the justice gap using technology and AI. We empower personal injury lawyers and victims to get the justice they deserve. As a Staff Machine Learning Engineer, you will develop and deploy models that power Piai™, our proprietary claims‑intelligence platform, focusing on machine learning, natural‑language processing, and generative AI.

Base pay range

$212,000.00/yr - $300,000.00/yr

Core Responsibilities

  • Lead the design and architecture of large-scale ML systems for retrieval‑augmented generation (RAG), vector search, and fine-tuning frameworks across multiple product lines.
  • Define and drive technical strategy and best practices for ML system design, including embedding pipelines, evaluation frameworks, and integration with vector databases.
  • Mentor and guide other engineers by reviewing designs, code, and system proposals to elevate the te...