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Open nowPosted 354 days ago

推理部署

thundersoft/index162 open roles

Where
Shanghai, Chinese Mainland
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Your applicationOpen now推理部署thundersoft/index · Shanghai, Chinese Mainland

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The clock on this job

Early applications get read.

11.5% of postings close within 7 days. Measured by our own scanner across the market.

Share of postings closed within
  1. 2.0%1 day
  2. 4.3%3 days
  3. 11.5%7 days
  4. 18.1%14 days
  5. 35.6%30 days
  6. 44.6%60 days
This job: posted 354 days ago

The posting

1 负责AI模型在生产环境中的高效推理部署，优化模型推理性能（延迟、吞吐量、资源利用率等）。 2 设计并实现分布式推理架构，支持高并发、低延迟的实时推理服务。 3 与算法团队协作，完成模型压缩、量化、剪枝等优化，提升模型在边缘端/云端部署的可行性。 4 监控推理服务稳定性，定位并解决线上性能瓶颈和故障问题。 5 探索新兴推理框架（如TensorRT、ONNX Runtime等）在生产环境的应用落地。

职位要求 1 精通Python/C++，熟悉深度学习框架（PyTorch/TensorFlow），了解模型部署全流程（训练→优化→部署）。 2 熟悉Linux系统调优、Docker容器化、Kubernetes集群管理。 3 具备分布式系统设计经验，熟悉RPC、消息队列等技术。 4 了解GPU/TPU加速推理原理，掌握CUDA/OpenCL等并行计算技术。 ​工程能力 1 有大规模AI模型推理服务落地经验（如推荐系统、NLP、CV等场景）。 2 熟悉模型监控工具（Prometheus、Grafana）及日志分析（ELK）。 3 具备A/B测试、灰度发布等工程实践经验。

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