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大模型推理优化研发工程师-算子优化/编译(深圳/北京/上海/杭州)

Tencent

Software and Technology Jobs

大模型推理优化研发工程师-算子优化/编译(深圳/北京/上海/杭州)

full-timePosted: Dec 7, 2025

Job Description

大模型推理优化研发工程师-算子优化/编译(深圳/北京/上海/杭州)

📋 Job Overview

Tencent is seeking a Large Model Inference Optimization R&D Engineer specializing in operator optimization and compilation for locations in Shenzhen, Beijing, Shanghai, and Hangzhou. The role focuses on enhancing the performance of large model inference on GPU and AI chips through low-level optimizations and framework extensions. Responsibilities include developing high-performance operators, exploring cutting-edge technologies like MOE and dynamic computation graph optimizations, and improving computational efficiency in tools such as vLLM, SGLang, and PyTorch.

📍 Location: Shenzhen, China

🏢 Business Unit: TEG

📄 Full Description

1.针对大模型推理场景,负责GPU/AI芯片底层性能优化与调优;
2.优化和扩展vLLM、SGLang、PyTorch等框架的核心模块,提升计算效率与资源利用率;
3.深入分析GPU/AI芯片的硬件架构特性,设计并实现高性能算子、算法和特性使能组件;
4.探索前沿技术方向(如混合专家模型MOE、动态计算图编译优化等)。

🎯 Key Responsibilities

  • 针对大模型推理场景,负责GPU/AI芯片底层性能优化与调优
  • 优化和扩展vLLM、SGLang、PyTorch等框架的核心模块,提升计算效率与资源利用率
  • 深入分析GPU/AI芯片的硬件架构特性,设计并实现高性能算子、算法和特性使能组件
  • 探索前沿技术方向(如混合专家模型MOE、动态计算图编译优化等)

Locations

  • Shenzhen, China

Salary

Estimated Salary Rangemedium confidence

300,000 - 800,000 CNY / yearly

Source: ai estimated

* This is an estimated range based on market data and may vary based on experience and qualifications.

Responsibilities

  • 针对大模型推理场景,负责GPU/AI芯片底层性能优化与调优
  • 优化和扩展vLLM、SGLang、PyTorch等框架的核心模块,提升计算效率与资源利用率
  • 深入分析GPU/AI芯片的硬件架构特性,设计并实现高性能算子、算法和特性使能组件
  • 探索前沿技术方向(如混合专家模型MOE、动态计算图编译优化等)

Target Your Resume for "大模型推理优化研发工程师-算子优化/编译(深圳/北京/上海/杭州)" , Tencent

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Tencent logo

大模型推理优化研发工程师-算子优化/编译(深圳/北京/上海/杭州)

Tencent

Software and Technology Jobs

大模型推理优化研发工程师-算子优化/编译(深圳/北京/上海/杭州)

full-timePosted: Dec 7, 2025

Job Description

大模型推理优化研发工程师-算子优化/编译(深圳/北京/上海/杭州)

📋 Job Overview

Tencent is seeking a Large Model Inference Optimization R&D Engineer specializing in operator optimization and compilation for locations in Shenzhen, Beijing, Shanghai, and Hangzhou. The role focuses on enhancing the performance of large model inference on GPU and AI chips through low-level optimizations and framework extensions. Responsibilities include developing high-performance operators, exploring cutting-edge technologies like MOE and dynamic computation graph optimizations, and improving computational efficiency in tools such as vLLM, SGLang, and PyTorch.

📍 Location: Shenzhen, China

🏢 Business Unit: TEG

📄 Full Description

1.针对大模型推理场景,负责GPU/AI芯片底层性能优化与调优;
2.优化和扩展vLLM、SGLang、PyTorch等框架的核心模块,提升计算效率与资源利用率;
3.深入分析GPU/AI芯片的硬件架构特性,设计并实现高性能算子、算法和特性使能组件;
4.探索前沿技术方向(如混合专家模型MOE、动态计算图编译优化等)。

🎯 Key Responsibilities

  • 针对大模型推理场景,负责GPU/AI芯片底层性能优化与调优
  • 优化和扩展vLLM、SGLang、PyTorch等框架的核心模块,提升计算效率与资源利用率
  • 深入分析GPU/AI芯片的硬件架构特性,设计并实现高性能算子、算法和特性使能组件
  • 探索前沿技术方向(如混合专家模型MOE、动态计算图编译优化等)

Locations

  • Shenzhen, China

Salary

Estimated Salary Rangemedium confidence

300,000 - 800,000 CNY / yearly

Source: ai estimated

* This is an estimated range based on market data and may vary based on experience and qualifications.

Responsibilities

  • 针对大模型推理场景,负责GPU/AI芯片底层性能优化与调优
  • 优化和扩展vLLM、SGLang、PyTorch等框架的核心模块,提升计算效率与资源利用率
  • 深入分析GPU/AI芯片的硬件架构特性,设计并实现高性能算子、算法和特性使能组件
  • 探索前沿技术方向(如混合专家模型MOE、动态计算图编译优化等)

Target Your Resume for "大模型推理优化研发工程师-算子优化/编译(深圳/北京/上海/杭州)" , Tencent

Get personalized recommendations to optimize your resume specifically for 大模型推理优化研发工程师-算子优化/编译(深圳/北京/上海/杭州). Takes only 15 seconds!

AI-powered keyword optimization
Skills matching & gap analysis
Experience alignment suggestions

Check Your ATS Score for "大模型推理优化研发工程师-算子优化/编译(深圳/北京/上海/杭州)" , Tencent

Find out how well your resume matches this job's requirements. Get comprehensive analysis including ATS compatibility, keyword matching, skill gaps, and personalized recommendations.

ATS compatibility check
Keyword optimization analysis
Skill matching & gap identification
Format & readability score

Tags & Categories

TencentShenzhenChinaTEGTEG

Answer 10 quick questions to check your fit for 大模型推理优化研发工程师-算子优化/编译(深圳/北京/上海/杭州) @ Tencent.

Quiz Challenge
10 Questions
~2 Minutes
Instant Score

Related Books and Jobs

No related jobs found at the moment.