Full Stack Software Engineer
Core
Design, build, and operate production systems that distribute compute resources across the company, focusing on ML compute capacity management.
Role type
Senior IC backend/data engineer (ML infrastructure)
Builds
Data pipelines, backend services, APIs, interactive frontends, telemetry systems, and optimization algorithms for accelerator-fleet efficiency.
Domain
Cloud infrastructure + Machine Learning compute management
Deliverable
production ML models | infrastructure
Required skills
Python, data pipeline development, large-scale data querying, RESTful API design, cloud storage technologies, React, observability tools (Prometheus, Grafana), distributed system performance analysis, capacity planning, FinOps
Preferred skills
Kubernetes production operations, accelerator utilization patterns, cost attribution
Technologies
Trino, PostgreSQL, Elasticsearch, React, Prometheus, Grafana, Kubernetes
Responsibilities
Develop data pipelines and backend services for ML compute capacity; Build telemetry systems and optimization algorithms; Create robust queries over large-scale, multi-source data; Operate highly available services and contribute to capacity planning and FinOps systems.
Seniority
Senior, hands-on IC