GenAI Platform Engineer
Tasks
- Apply policy based filtering and safety checks
- Conduct postmortems and reduce MTTR
- Define and monitor SLIs/SLOs
- Enforce role based access and audit trails
- Implement prompt and version management
- Improve retrieval quality with information retrieval metrics
- Instrument metrics and quality dashboards
- Meter usage and apply FinOps for token spend
- Operationalize LLM and RAG services
- Optimize latency with caching batching and autoscaling
- Perform offline and online evaluations
- Provide Terraform infrastructure as code modules
- Run on call incident response
- Ship SDKs and CI CD templates
Perks/Benefits
- N/A
Skills/Tech-stack
Access Control | Audit Logging | Autoscaling | Batching | CI/CD | Caching | Evaluation and testing | FinOps | Information Retrieval | Infrastructure as Code | Language Models | Large Language Models | Latency optimization | Milvus | NDCG | Observability | OpenSearch | PGVector | Prompt engineering | Python | Queueing and Control | Queuing Theory | RAG | Reliability Engineering | Retrieval-Augmented Generation | Role-Based Access | Role-Based Access Control | SLI | SLO | Safety Guardrails | Site Reliability | Site Reliability Engineering | Terraform | Vector Search | “as-code”
Education
N/A
Roles
AI | AI Platform Engineer | Engineer | GenAI Platform Engineer | Platform Engineer
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