Data Platform Engineer
Tasks
- Build autoscaling and capacity management systems
- Design and operate model serving platforms
- Develop deployment workflows with canary releases
- Document operational procedures and tuning guidance
- 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
- Optimize inference performance
- Perform incident response for AI services
- Tune GPU utilization and memory management
Perks/Benefits
- N/A
Skills/Tech-stack
API Gateway | Automated rollback | Autoscaling | C++ | Caching | Canary Release | Distributed Systems | FinOps | GPU Utilization | Go | Grafana | Inference Optimization | KV cache | Kubernetes | Memory Management | Metrics | Model Compression | Model Distillation | Model Quantization | Multi-tenancy | Observability | OpenTelemetry | Prometheus | Python | Rate Limiting | Request Signing | Rust | Shadow testing | Structured Logging | TensorRT-LLM | Tracing | VLLM
Education
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