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Didi Labs

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Senior/Sr. Staff AI Infrastructure Engineer, Inference & Optimization

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Summary

Designs and optimizes large-language-model inference systems, quantizing models, deploying LLMs, and scaling GPU-based pipelines for low-latency production use.

- Apply model quantization - Architect LLM deployment environments - Build system stability frameworks - Collaborate with perception prediction teams - Enable rapid model iteration - Establish profiling and telemetry frameworks - Integrate optimization toolchains - Lead root cause analysis - Monitor GPU utilization - Optimize hardware execution - Optimize inference performance - Own model deployment - Scale service deployment pipelines - Schedule compute resources

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