Sr GenAI Infra Specialist SA, AWS WWSO Startup
Tasks
- Advise customers on AI infrastructure requirements
- Apply model optimization techniques for fine tuning and serving
- Build demos proof of concepts reference architectures and benchmarks
- Collaborate with product teams to shape vision and prioritize features
- Design scalable resilient architectures for model training and inference
- Develop market strategy assets and technical content for growth
- Drive customer implementations with partners and model providers
- Guide GPU and accelerator profiling and performance tuning
- Provide distributed training optimization guidance
- Provide inference optimization model serving guidance
Perks/Benefits
Skills/Tech-stack
AWS | Amazon EC2 | Amazon EKS | Amazon S3 | Cache optimization | DCGM | DPO | Distributed Training | EFA | FSx for Lustre | Inference Server | Inferentia | JAX | KV cache | KV cache optimization | Knowledge Distillation | Kubernetes | LoRA | Model Parallelism | NVIDIA Nsight | NVLink | PCS | PyTorch | PyTorch Profiler | QLoRA | Quantization | RLHF | SageMaker | Slurm | Speculative decoding | TensorRT-LLM | Trainium | Triton Inference | Triton Inference Server | VLLM
Education
N/A
Regions
Countries
States
Cities
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