Forward Deployed Engineer (Inference & Post-Training)
Tasks
- Advise customers on inference and post training system design
- Apply speculative decoding
- Deploy DPO training pipelines
- Deploy GRPO training pipelines
- Deploy LoRA fine tuning pipelines
- Deploy RLHF training pipelines
- Deploy SFT training pipelines
- Determine tensor parallelism
- Monitor and optimize production endpoint configurations
- Optimize inference engine for hardware and workload
- Run RL training and optimize post training systems
- Select quantization strategy
- Surface field insights to influence product roadmap
- Tune KV cache
- Tune configuration for throughput and latency
Perks/Benefits
Skills/Tech-stack
DPO | GRPO | KV cache | LoRA | Pipeline parallelism | Python | Quantization | RLHF | Reinforcement Learning | SFT | SGLang | Speculative decoding | Tensor Parallelism | TensorRT-LLM | VLLM
Education
N/A
Regions
Countries
States
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