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Help developers build programs that can see, listen, and understand the world as we do.
Staff Software Engineer, Platform Integrations
Location
United States
Posted
114 days ago
Salary
0
Seniority
Lead
Job Description
Staff Software Engineer, Platform Integrations
Twelve Labs
• 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
Job Requirements
- Significant software engineering experience building and operating mission-critical backend systems at scale
- Experience building or operating services on at least one major cloud platform (AWS, GCP, or Azure), with exposure to Kubernetes, infrastructure as code, or container orchestration
- Strong interest in ML inference — you want to understand how models work, even if your primary contribution is the infrastructure around them
- Ability to design highly observable systems that operate reliably at scale across multiple environments
- Autonomy and ownership — you take problems end to end with a bias toward high-impact work
- Direct experience working with cloud provider partner teams to scale infrastructure or products across multiple platforms — navigating differences in networking, security, billing, and managed service offerings
- Background building platform-agnostic tooling or abstraction layers that work across cloud providers
- Hands-on experience with capacity management, cost optimization, or resource planning at scale across heterogeneous environments
- Familiarity with ML inference optimization, batching, caching, and serving strategies
- Experience with ML infrastructure including GPUs, TPUs, Trainium, or other AI accelerators
- Background designing CI/CD systems that automate deployment and validation across cloud environments
- Proficiency in Python or Go
Benefits
- Full health, dental, and vision benefits
- Extremely flexible PTO and parental leave policy. Office closed the week of Christmas and New Years.
- VISA support where applicable
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