Job Details:
Job Description:
GPU/NPU Software Development and Optimization • Implement high performance kernels, operators, and libraries for GPU/NPU. • Profile with Nsight Systems/Compute, VTune, Perf, TensorBoard, etc., identify bottlenecks and apply code level optimizations. 2. Robotics AI System Prototyping, Development and Tuning • Collaborate with Algorithm and Hardware teams to deploy various models on development platforms (GPU/NPU-based) with real time performance constraints. • Build automated benchmarks, generate performance reports, and propose optimization strategies. 3. Agentic System Research (KV-Cache etc.) • Design, implement, and accelerate KV Cache etc. for large model inference. • Explore and prototype Agentic (agent based, self adapting) inference frameworks evaluate them in robotic AI scenarios.
Qualifications:
• Currently enrolled in a Master's or Ph.D. program (Computer Science, Electrical Engineering, AI, Mathematics, or related fields). • Proficient in C/C++ and Python; ability to write clean, maintainable code. • Solid understanding of the CUDA programming model; 1year of hands on CUDA experience (kernel development, streams, memory management, optimization). • Experience with profiling tools such as Nsight, VTune, Perf, TensorBoard, etc. • Familiarity with Transformers, CNNs, RNNs and the typical performance bottlenecks during inference. • Good reading/writing skills in English; effective teamwork across multidisciplinary groups. • Strong passion for pushing extreme boundaries of GPU/NPU acceleration, robotics AI, and Agentic systems. Skills as Plus: • Experience with KV Cache, attention mechanism optimization, or model compression (quantization, pruning, distillation). • Hands on work with Agentic/agent based AI frameworks (e.g., ReAct, Tool Use, Auto GPT). • Development experience on NPUs or other heterogeneous accelerators. • Contributions to open source projects such as TensorRT, ONNX Runtime, OneAPI, etc. • Linux system tuning, driver development, or low level hardware interface knowledge.
Job Type:
Student / Intern
Shift:
Shift 1 (China)
Primary Location:
PRC, Beijing
Additional Locations:
Business group:
The Sales and Marketing Group (SMG) leverages the product portfolio to drive Intel's revenue growth and market expansion, blending strategic initiatives with dynamic sales efforts to capture and retain customers. SMG is responsible for empowering the sales force with tools and insights needed to close deals and build lasting customer relationships. Sales analytics and market research ensure strategies are both targeted and impactful. In SMG, disciplined execution, creativity, and ambition are celebrated, providing ample opportunities for career advancement and skill development.
Posting Statement:
All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.
Position of Trust
N/A
Work Model for this Role
This role will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site. * Job posting details (such as work model, location or time type) are subject to change.