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kubernetes ai ci/cd llm opentelemetry📋 Description
- Design, build, and maintain GenAI infrastructure: model gateways, vector databases, and LLM tools.
- Implement secure access controls and default-auth across AI platform components.
- Develop observability, monitoring, and logging for GenAI workloads.
- Collaborate with product and engineering teams to integrate GenAI infra with agent frameworks.
- Optimize infrastructure for scalability, high availability, cost efficiency.
🎯 Requirements
- Extensive experience building AI platform infra, Kubernetes, and container security.
- Observability and monitoring expertise (OpenTelemetry, MLFlow) for real-time performance.
- Experience with AI infra components: vector databases, prompt/versioning stores, AI IDEs.
- Familiarity with vLLM, SGLang or similar framework to host LLM inference workloads.
- CI/CD pipelines and automation for AI model deployment and platform ops.
- Strong knowledge of authentication and authorization frameworks integrated into AI platforms.
🎁 Benefits
- CAD 169000-188000 (not overtime eligible) + bonus + benefits.
- Salary ranges reflect target for new hires across CAD locations.
- Total rewards package discussed with recruiter.
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