Data Scientist, Fleet Health

Gridware
San Francisco, CA
Job Description
Gridware is a tech company focused on enhancing the electrical grid, particularly through active grid response (AGR). They are seeking a Data Scientist specializing in fleet health, responsible for building predictive models, thresholds, and optimization frameworks. The role involves leveraging data to improve device health, predict performance, and optimize fleet operations in a rapidly scaling network of IoT devices.

Requirements

  • Develop predictive and forecasting models to anticipate device health issues.
  • Define, test, and refine health thresholds to classify degradations and optimize fleet performance.
  • Design and evaluate statistical tests and simulations to measure impact and identify optimization opportunities.
  • Collaborate with engineering, fleet operations, and software teams to embed intelligence into automated monitoring and remediation pipelines.
  • Communicate insights and contribute to scalable fleet intelligence frameworks.

Benefits

  • Health, Dental & Vision
  • Paid parental leave
  • Commuter allowance
  • Company-paid training
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