AI应用开发工程师
Core
Designing, training, optimizing, and deploying large language and multimodal models for business applications.
Role type
Senior AI Application Development Engineer (LLM/Multimodal)
Builds
Production-ready large language models and multimodal systems
Domain
Artificial Intelligence / Large Language Models / Multimodal AI
Deliverable
production ML models
Required skills
Python, PyTorch, Transformer architecture, model fine-tuning, distributed training, model quantization, inference optimization, data cleaning, Git
Preferred skills
DeepSeek, LLaMA, Megatron, DeepSpeed, vLLM, TensorRT, CLIP, LLaVA, QLoRA, edge device deployment
Technologies
Python, Java, PyTorch, TensorFlow, Git, Megatron, DeepSpeed, vLLM, TensorRT, Hugging Face
Responsibilities
Architecting and optimizing large model training pipelines; implementing data cleaning and model evaluation workflows; deploying models to production environments; researching and integrating latest AI innovations into business scenarios.
Seniority
Senior, hands-on IC