Senior Consultant Specialist (Model Hosting/Inference Optimization)
Guangzhou, Guangdong, China
R
CNY 156K-180K (estimate) Senior-level Full Time
Tasks
- Build model hosting platforms for LLMs
- Collaborate with data scientists to define objectives and metrics
- Deploy fine tuned models into hosting stack
- Design fine tuning pipelines for domain adaptation
- Integrate inference frameworks
- Monitor inference health and performance
- Optimize inference latency throughput and cost
- Troubleshoot inference and deployment bottlenecks
Perks/Benefits
- N/A
Skills/Tech-stack
AWQ | AWS | Accelerate | Azure | Batching | CUDA | Distributed Training | Docker | FP8 | GCP | GPTQ | Hugging Face | Hugging Face Transformers | Hyperparameter Tuning | INT4) | Inference Optimization | KV cache | Kubernetes | LoRA | Python | QLoRA | Quantization | SGLang | TensorRT-LLM | VLLM
Education
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