Staff/Principal AI Transformation Engineer
AI summary of the role
Staff or Principal AI Transformation Engineer driving company-wide adoption of AI-native architecture within DiDi Autonomous Driving.
What you’ll do
- Architect a unified distributed AI platform for data processing, training, inference, and evaluation
- Embed with autonomous driving teams to remove engineering bottlenecks and deploy AI DevOps and Copilot ecosystems
- Build resilient LLMOps/MLOps pipelines for deployment, monitoring, and feedback
- Optimize GPU utilization, inference latency, and throughput at production scale
What you’ll bring
- Proven technical leadership in complex systems architecture and hands-on core software development
- Experience leading enterprise AI transformation or building enterprise-grade AI/ML platforms from 0 to 1
- Hands-on expertise with PyTorch, Ray, vLLM, Triton Inference Server, Kubernetes, DeepSpeed, and Megatron-LM
- Deep practical experience optimizing distributed LLM training/inference and large-scale compute infrastructure
Technologies
Llama · Hugging Face · PyTorch · Ray · vLLM · Triton Inference Server · Kubernetes · DeepSpeed · Megatron-LM · C++
About DiDi Global
DiDi operates a China/LatAm mobility marketplace spanning rides, delivery, vehicle services, fintech, and L4 robotaxis.
Public · 5000+ people
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