Senior ML Infrastructure Engineer

Job Overview

We are seeking a Senior ML Infrastructure Engineer to join our Automation organization at Gridware. This role involves working closely with the core ML, Ops, and Analytics teams to improve and build out the infrastructure around model deployment and monitoring. The position is critical to scaling the time-saving solutions we provide to our customers.

Key Responsibilities

• Design, build, and maintain the infrastructure, tooling, and workflows that enable reliable, scalable deployment of ML models to production.


• Develop monitoring and observability systems to track model performance, data drift, data quality, and overall system health.


• Create and maintain end-to-end testing frameworks and simulation environments to validate models and pipelines prior to deployment.


• Work closely with Data Engineering and Platform Engineering teams to ensure ML systems integrate cleanly with broader Gridware infrastructure and operational standards.


• Improve CI/CD pipelines for ML workloads, ensuring reproducibility, safe rollout, and automated rollback strategies.

Required Qualifications

• 5+ years of experience building production ML infrastructure


• Strong software engineering skills and proficiency in Python


• Experience with cloud platforms (AWS) and container orchestration (Kubernetes)


• Familiarity with feature stores, model registries, or centralized metadata systems (i.e., MLFlow)

About Gridware

Gridware is a San Francisco-based technology company dedicated to protecting and enhancing the electrical grid. We pioneered a groundbreaking new class of grid management called active grid response (AGR), focused on monitoring the electrical, physical, and environmental aspects of the grid that affect reliability and safety. Gridware’s advanced Active Grid Response platform uses high-precision sensors to detect potential issues early, enabling proactive maintenance and fault mitigation. This comprehensive approach helps improve safety, reduce outages, and ensure the grid operates efficiently. The company is backed by climate-tech and Silicon Valley investors. For more information, please visit www.Gridware.io.

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.

Commuter allowance

Company-paid training