Sr. Principal Platform Engineer
Tasks
- Add model evaluation and rollback strategies
- Administer PostgreSQL and MySQL
- Apply AI security and governance controls
- Build AI path-to-prod and scalable AI run stack
- Build internal AI platform tooling
- Build vector databases and embedding pipelines
- Configure service mesh and networking components
- Contribute to Kubernetes based AI access platform
- Deploy and scale AI ML workloads on Kubernetes
- Design MLOps pipelines
- Establish reproducible AI workflows
- Implement Agentic Orchestration
- Implement GitLab CI CD and security scanning
- Implement RAG and semantic search architectures
- Implement model serving and distributed inference systems
- Implement monitoring with Grafana and Prometheus
- Implement observability for AI systems
- Integrate AI CI CD pipelines
- Integrate foundational reasoning models and AI agents
- Integrate frontier models and local inference engines
- Manage deployment of core AI services
- Manage identity and access with Keycloak OIDC and SAML
- Manage prompt injection and supply chain risks
- Operationalize AI platform capabilities
- Provide unified interface for AI model access
- Recommend enterprise AI adoption strategies
- Secure and mature AI production workflows
- Set up GitOps continuous delivery with ArgoCD
- Support automated model deployment and versioning
- Support model lifecycle management and experimentation
- Template and deploy Kubernetes apps with Helm
- Use spec driven development
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | ArgoCD | Azure | Bash | CI/CD | CNI | Cilium | Crossplane | DNS | Docker | Embeddings | GPU | GitLab CI | GitLab CI/CD | GitOps | Go | Grafana | Helm | Hugging Face | Infrastructure as Code | Istio | Keycloak | Kubernetes | Langchain | Load Balancing | MLOps | MLflow | Model Serving | MySQL | Network Security | OpenID Connect | PostgreSQL | Prometheus | Prompt injection | PyTorch | Python | RAG | Ray | Retrieval-Augmented Generation | SAML | SSL/TLS | Semantic Search | Service Mesh | Supply Chain | Supply chain security | Terraform | VLLM | VNet | VPC | Vector Databases | “as-code”
Education
N/A
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