AI Framework Software Engineer - vLLM

Intel
Shanghai
Workplace: OnsiteFull timeFunction: Software EngineeringExperience: 2+ yearsEducation: mastersSkills: ["Problem-solving","Debugging","Performance optimization","Communication","Analyzing complex technical challenges"]

Design and optimize AI frameworks used for high-performance machine learning, including vLLM and PyTorch. Develop distributed algorithms (model/data parallelism and asynchronous communication), transform neural network computational graphs, and build ML primitives. Profile and improve distributed deep learning performance across hardware backends, collaborate with researchers to integrate advancements, and contribute to open-source projects.

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Intel
Intel
5 hours ago

AI Framework Software Engineer - vLLM

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Last checked: 5 hours agoStatus: Live

Job Summary

Design and optimize AI frameworks used for high-performance machine learning, including vLLM and PyTorch. Develop distributed algorithms (model/data parallelism and asynchronous communication), transform neural network computational graphs, and build ML primitives. Profile and improve distributed deep learning performance across hardware backends, collaborate with researchers to integrate advancements, and contribute to open-source projects.
Location: Shanghai
Workplace: Onsite
Employment Type: Full time
Job Function: Software Engineering
Seniority: Graduate level

Key Responsibilities

  • •Design, develop, and optimize AI frameworks such as vLLM and PyTorch for high-performance applications.
  • •Implement distributed algorithms including model/data parallel frameworks and asynchronous data communication.
  • •Transform computational graph representations of neural network models and develop machine learning primitives in mathematical libraries.
  • •Profile distributed deep learning models to identify bottlenecks and propose performance-enhancing solutions.
  • •Collaborate with researchers and engineers to integrate advancements into AI frameworks and contribute to open-source projects.

Key Requirements

  • •Master’s degree in Computer Science, or a bachelor’s degree with at least 2 years of domain working experience.
  • •Proficiency in Python and C++.
  • •Foundational knowledge of AI frameworks such as vLLM, PyTorch, and deep learning concepts.
  • •Ability to debug and optimize software for performance.
  • •Familiarity with performance optimization technologies and techniques (preferred).
Experience:2+ yearsOpen sourceMachine learningDeep learningLarge language modelsAI frameworks
Education:Master's in Computer Science
Skills:Problem-solvingDebuggingPerformance optimizationCommunicationAnalyzing complex technical challenges
Languages:English
Tech Stack:PythonC++VLLMPyTorchDeep learningMachine learningDistributed algorithmsModel/data parallelAsynchronous communicationNeural network computational graphsGPU architectureOpen-source

Company Brief

Intel
Designs and manufactures semiconductor chips, processors, and related hardware for PCs, data centers, networking, and embedded applications, while providing software and services to accelerate computing across industries globally.
Industry: Electronics Manufacturing
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Santa Clara, United States
Founded: 1968
Glassdoor
Glassdoor: 3.8
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