MLOps Engineer
Tasks
- Build autoscaling and capacity management
- Design model serving platforms
- Develop deployment workflows with canary releases
- Document operational procedures and performance tuning
- Drive end-to-end observability
- Implement caching and prompt deduplication
- Implement multi tenant routing and rate limiting
- Implement security controls at the serving layer
- Integrate model serving with API gateways and observability
- Operate incident response for high availability services
- Optimize inference performance
- Tune GPU utilization and memory management
Perks/Benefits
- N/A
Skills/Tech-stack
API Gateway | Abuse detection | Automated rollback | Autoscaling | Batching | C++ | Caching | Canary Releases | Content Filtering | GPU Architecture | Go | Incident Response | Inference latency | KV cache | Kubernetes | Memory Management | Metrics | Observability | Python | Quality of Service | Rate Limiting | Request Signing | Rust | Shadow testing | Structured Logging | TensorRT-LLM | Throughput Optimization | Tracing | VLLM
Education
Roles
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