AI Incubation Forward Deployment Engineer
Core
Forward-deployed engineer driving AI innovation from 0 to 1 and scale-up, bridging business needs with technical execution for enterprise AI solutions.
Role type
Senior IC AI Incubation & Forward Deployment Engineer
Builds
AI agents, RAG-based assistants, intelligent workflows, and production-grade AI solutions for business units.
Domain
Enterprise AI / Generative AI / Cloud Infrastructure
Deliverable
production ML models
Required skills
Generative AI (LLMs, RAG, agents, fine-tuning), Python, Cloud platforms (Azure/AWS/China), LLMOps, Solution Architecture, Prompt Engineering, AI Security
Preferred skills
Regulated industry experience (Pharma/Life Sciences), China AI ecosystem expertise, Startup/Innovation lab background
Technologies
LangChain, LangGraph, AutoGen, Semantic Kernel, Azure OpenAI, Qwen, DeepSeek, Docker, Kubernetes, M365, GitHub Copilot
Responsibilities
Research and evaluate emerging AI frameworks; identify and prioritize high-value business use cases; design and build PoCs/MVPs; transition prototypes to production teams; operate and optimize AI solutions (LLMOps); apply AI to IT operations (AIOps).
Seniority
Senior, hands-on IC
