AI Frameworks Engineer - Model and Kernel Optimization
Intel CorporationJob Title
AI Frameworks Engineer - Model and Kernel Optimization
Role Summary
Implement and optimize deep-learning model deployment and accelerator kernels to deliver high-performance inference solutions for customers. The role belongs to Intel's AI engineering team in Shanghai and focuses on model performance, kernel development, and deployment architecture.
Experience Level
Entry-level (College graduate). No specific years of experience stated.
Responsibilities
Primary responsibilities include improving model inference performance, developing deployment features, and implementing/debugging kernels for Intel accelerators.
- Profile and optimize performance for key models and use cases; identify and fix accuracy and memory issues.
- Design and implement model deployment architectures and features (examples: extensions to vLLM/SGLang to accelerate inference).
- Develop, optimize, and debug high-performance kernels for Intel accelerators.
- Collaborate with teammates, cross-team engineers, and architects to propose solutions and report progress.
- Investigate and apply engineering improvements to enhance product performance and reliability.
Requirements
Must-have technical skills and capabilities for successful performance in this role.
- Strong programming skills in C++ and Python.
- Solid understanding of deep learning fundamentals and practical, hands-on experience with model development or deployment.
- Proficient in written and spoken English.
- Problem-solving mindset and proactive approach to engineering challenges.
Nice-to-have:
- Experience with large language models (LLMs) or AIGC and familiarity with model architectures.
- Experience with PyTorch, vLLM, or SGLang.
- Experience in GPU/kernel development.
Education Requirements
Master's or Ph.D. in Computer Science, Artificial Intelligence, Software Engineering, or a related technical field (explicitly listed in the posting).
About the Company
Company: Intel Corporation
Headquarters: Santa Clara, California, USA
Intel Corporation is a leading multinational technology company known for its innovative semiconductor solutions, including microprocessors, artificial intelligence accelerators, and memory products. Headquartered in the United States, Intel focuses on cutting-edge technology and a collaborative working environment, driving advancements in semiconductor manufacturing to meet global demands. The company emphasizes professional development and aims to shape the future of technology through groundbreaking designs.
