San Francisco, California, United States of America
Full Time
3 hours ago
$180,000 - $200,000 USD
H1B Sponsor
Key skills
CloudPythonSQLCI/CDLeadership
About this role
Role Overview
Build and productionize forecasting models to predict weather-driven grid events, hazard incidence, and downstream operational workload.
Develop demand forecasts for analyst staffing, incorporating weather signals, seasonality, geographic deployment footprint, and historical event patterns.
Quantify relationships between environmental factors (e.g., wind, precipitation, temperature, vegetation conditions) and hazard/event types across service territories.
Design end-to-end modeling pipelines, including data ingestion, feature engineering, model validation, deployment, and monitoring.
Establish model performance tracking, drift detection, and retraining strategies to ensure reliability in dynamic conditions.
Translate model outputs and uncertainty into clear, actionable recommendations for operational leadership.
Requirements
5+ years of experience building and deploying models into production environments
Experience with forecasting models
Strong programming skills with demonstrated proficiency in Python and SQL
Experience working within modern software stacks, including cloud platforms, containerization, and CI/CD workflows
Experience working cross-functionally with operations or business stakeholders
Tech Stack
Cloud
Python
SQL
Benefits
Health, Dental & Vision (Gold and Platinum with some providers plans fully covered)
Paid parental leave
Alternating day off (every other Monday)
“Off the Grid”, a two week per year paid break for all employees.