Senior | Staff Software Engineer - AI / ML

Snorkel AI
US - California - San Francisco
View Company Profile / << Go Back

  • Job Type: Full time
  • 4 days ago

Job Description

Improve the speed, cost, and rigor of frontier AI data generation and evaluation through adaptive agent evaluations, model routing, fine-tuned models, predictive task difficulty, and robust measurement. Validate approaches using production data and turn successful research prototypes into reusable components for engineers and researchers.

Requirements: Requires 5+ years building production ML or software systems, hands-on experience with production LLM or ML workloads, strong Python and software engineering fundamentals, and rigorous evaluation experience. Candidates should have a strong grounding in statistics and experimentation, communicate effectively across teams, and proactively identify high-impact problems.

Key Skills: Production Machine Learning, Python, Statistics, Experiment Design, Hypothesis Testing, Sampling, Confidence Intervals, LLM Evaluation, Model Routing, Fine-Tuning, Open-Weight Models, Agentic Workloads, Software Engineering, System Design, Testing, Research-to-Production




Fast Track Upload