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About This Role
- The Role and Impact: As an AI Frameworks Engineer, you will play an integral role in designing and optimizing cutting-edge artificial intelligence software and frameworks.
- You will contribute to developing distributed algorithms, enhancing deep learning models, and improving AI software performance across diverse hardware backends.
- By collaborating with researchers and engineers, your work will directly influence Intel's ability to deliver advanced AI solutions, enabling transformative capabilities in the field of artificial intelligence.
What You'll Do
- 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 in machine learning and deep learning systems. - 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 deep learning researchers to integrate advancements into AI frameworks. - Contribute to open-source projects, ensuring compliance with industry standards and delivering impactful innovations.
Requirements
- Master degree of Computer Science or bachelor degree with at least 2 years of domain working experience. - Proficiency in Python and C++ programming languages. - Foundational knowledge of AI frameworks such as vLLM, PyTorch and deep learning concepts. - Demonstrated ability to debug and optimize software for performance.
Nice to Have
- Familiarity with performance optimization technologies and techniques. - Experience working with large language models and related inference stacks. - Background in contributing to open-source projects or collaborating within open-source ecosystems. - Strong problem-solving skills and ability to analyze complex technical challenges. - Effective communication skills, including proficiency in written and spoken English. - Familiarity with the GPU architecture and concepts is a big plus Join Intel to explore the forefront of AI innovation, make meaningful contributions to the field, and collaborate with industry leaders to shape the future of artificial intelligence.
Sourced directly from Intel’s career page
Your application goes straight to Intel.
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Specialisation
Open roles at Intel
627 positions
Job ID
/job/PRC-Shanghai/AI-Framework-Software-Engineer---vLLM_JR0286412
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