Key skills
PythonAIGCP
About this role
Mithril is an AI infrastructure platform focused on making GPU compute more accessible and affordable. The role involves working across various engineering areas, owning features end-to-end, and contributing to both backend systems and customer-facing surfaces.
Responsibilities:
- Build and maintain backend Python APIs powering Mithril's reservation, bidding, billing, and usage surfaces — including usage visualization and the billing platform
- Write and maintain database migrations, design relational schemas for complex multi-entity models (orders, allocations, grants, quotas), and optimize queries for performance
- Own features end-to-end: from design doc through backend API, database migration, feature flag rollout, and monitoring
- Design and implement orchestration primitives for flexible reservations: pause/return credits, reservation extensions, capacity algorithm updates, and the auction model connecting spot and reserved capacity
- Contribute to operational maturity — quota systems, financial controls, fraud prevention, and inventory management automation — so Mithril can scale supply sources without scaling headcount linearly
- Contribute to supply-side integrations, bringing GCP, Nebius, and OCI resources under Mithril management through the Mithril API
- Build tooling to give operators visibility into managed capacity and surface supply constraints early
- Build consumption tooling to help developers make better decisions: reservation calculators, bid modeling, cost dashboards, and CLI extensions
- Work across the client frontend to ship customer-facing features including usage graphs, billing views, and reservation management UIs
- Participate in on-call rotations, triage production incidents, and contribute to operational runbooks and automation that reduce toil over time