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kubernetes opentelemetry vector databases ai tools mlflow๐ Description
- Design, build, and maintain GenAI infra (model gateways, vectors, versioning tools)
- Implement secure access controls and authentication integrated by default
- Develop observability, monitoring, and logging for GenAI workloads
- Collaborate with product/engineering to integrate GenAI infra with agent frameworks
- Optimize infra for scalability, HA, and cost efficiency
๐ฏ Requirements
- Experience building AI platform infra with Kubernetes and container security
- Observability expertise (OpenTelemetry, MLFlow)
- AI infra components: vector databases, prompt/versioning stores, AI IDEs
- Familiarity with vLLM, SGLang or similar for hosting LLM inference workloads
- CI/CD pipelines and automation for AI model deployment
- Strong knowledge of authentication/authorization in AI platforms
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