Product Manager - AI Inference & Model Serving
Austin, TX, United States
USD 160K-275K (estimate) Mid-level Full Time
Tasks
- Create PoC playbooks and sizing guides
- Define lifecycle for inference services
- Define performance outcome metrics and improvement plans
- Drive go to market pricing packaging and reference architectures
- Lead technical discovery with platform engineering teams
- Manage observability and reliability requirements
- Own product strategy and roadmap for AI inference and model serving
- Partner on system design trade offs for runtime GPU scheduling and serving topology
- Translate findings into prioritized requirements and architecture direction
Perks/Benefits
Skills/Tech-stack
AI Inference | Autoscaling | Cache Management | Cold Start | Cold Start Optimization | Continuous batching | Dedicated Endpoints | Disaggregated serving | DynamoDB | GPU scheduling | Inference Server | KV cache | KV-cache management | Model Serving | Multi model serving | Multi-model | Network Optimization | Observability | Performance Engineering | Prefill Decode | Prefill Decode Optimization | Reliability Engineering | Routing | SGLang | Serverless | Storage Optimization | TensorRT-LLM | Triton Inference | Triton Inference Server | VLLM | Workload placement
Education
N/A
Roles
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