Staff Software Engineer, Platform Integrations

Twelve Labs is pioneering the development of multimodal foundation models for video comprehension. The Staff Software Engineer, Platform Integrations will own the infrastructure for integrating these models with partner platforms, ensuring production reliability and effective deployment across various cloud environments.

Responsibilities:

• Design and build infrastructure that deploys TwelveLabs models across multiple cloud and data platforms, accounting for differences in compute hardware, networking, APIs, and operational models
• Own direct integrations into partner products — implementing the orchestration, data flow, and API surfaces that connect TwelveLabs models to partner-side functionality
• Design and evolve CI/CD automation systems — including validation and deployment pipelines that reliably ship new model versions across platforms without regressions
• Design interfaces and tooling abstractions across platforms that enable consistent deployment, reduce per-platform complexity, and scale as we add new partners
• Implement API-level features and changes that require understanding model component behavior — routing, request handling, response formatting — without modifying model internals
• Contribute to capacity planning and autoscaling strategies that dynamically match supply with demand across platform deployments
• Analyze observability data across platforms to identify performance bottlenecks, cost anomalies, and regressions — and drive remediation based on production workloads
• Collaborate with platform partner engineering teams to resolve operational issues, align on API contracts, and stand up end-to-end serving on new platforms