Staff Core AI Engineer - LLM expert

2+ years of experience with transformer architectures and LLM fine-tuning (e.g., Llama, Mistral, GPT, Mixtral, Gemma, Falcon, Claude) Hands-on experience with RLHF/RLAIF, reward modeling, and multi-objective optimization for generative models Deep knowledge of auto-prompting, chain-of-thought evaluation, and self-improving agent loops Experience improving throughput, quantization, and token efficiency on GPUs or specialized inference hardware Knowledge of PII masking, data encryption, and secure model pipelines in production settings Experience with frameworks such as PyTorch, Transformers, Deep Speed, Hugging Face, LangChain, or vLLM

Build fine-tuning pipelines and benchmark models. Drive high-throughput, low-latency inference strategies. Design data-safe pipelines with encryption and PII masking. Apply Reinforcement Learning (RLHF/RLAIF) for model improvement. Explore speech model architectures and build adaptive pipelines. Rapidly prototype emerging models and optimization methods. Collaborate to evolve the AI orchestration layer.