Senior Data Engineer / MLOps Engineer
Core
Building a state-of-the-art virtual power plant solution by pooling flexible residential DERs (batteries and EVs) using deterministic steering and data-driven forecasting algorithms.
Role type
Senior Data Engineer / MLOps Engineer
Builds
Virtual power plant solution for household DERs
Domain
Energy grid optimization / Time-series forecasting
Deliverable
production ML models
Required skills
Go, Python, Polars, Pandas, SQL, ClickHouse, AWS, Kubernetes, Terraform, Metaflow, Argo, MLflow, Grafana
Preferred skills
Time-series data expertise, system reliability ownership, data pipeline orchestration
Technologies
Go, Python, Polars, Pandas, ClickHouse, AWS, Kubernetes, Terraform, Metaflow, Argo, MLflow, Grafana
Responsibilities
Writing clean code for complex data manipulation and transformation; monitoring and stabilizing workflows to ensure continuous operations; building and orchestrating complex data pipelines and ML workflows; testing, validating, and benchmarking models and data products prior to deployment; setting up metrics and alerting dashboards for production systems.
Seniority
Senior, hands-on IC