2 days ago
Taipei, TaiwanEntry Level
Responsibilities
- Research and prototype AI solutions that leverage Intel products and optimize performance for customer adoption.
- Develop open-source AI libraries, models, tools, end-to-end software stacks, model pipelines, and runtime accelerators.
- Optimize model performance through adjustments to models, parameters, code, quantization, frameworks, algorithms, and hardware.
- Collaborate with AI algorithm, framework, product development, architecture, and cross-functional engineering teams.
- Serve as a technical advisor to customers and partners and support application pre-enablement.
- Create benchmark collateral, identify important workloads, and inform future product requirements and innovation.
Requirements
- Bachelor's degree in Computer Science, Data Science, Software Engineering, or a relevant master's degree, with practical preparation through internships, projects, coursework, or hands-on training.
- Proficiency in Python, C++, or similar programming languages.
- Familiarity with TensorFlow, PyTorch, and AI framework optimization techniques.
- Practical experience with PyTorch and/or ONNX, including custom modules, forward passes, or inference pipelines.
- Understanding of neural network architectures including Transformers, Attention mechanisms, CNNs, Diffusion models, and MoE.
- Preferred: experience with llama.cpp, vLLM, TensorRT-LLM, Hugging Face TGI, LangChain, AutoGen, CrewAI, Whisper ASR, FastSpeech/VITS, Stable Diffusion, or YOLO.
- Strong communication, collaboration, adaptability, and enthusiasm for emerging AI technologies are preferred.
Benefits
- On-site work model in Taipei, Taiwan, on Shift 1.
- College graduate position within Intel's advanced client AI technologies team.
Categories
About Intel
Intel is a public semiconductor company that designs and manufactures CPUs and other silicon for PCs, servers, networking, edge, and embedded systems, and also offers foundry services plus AI and graphics accelerators. Founded in 1968 and headquartered in Santa Clara, it sells primarily to OEMs, cloud providers, and device makers worldwide. Its portfolio includes x86 processors (Core and Xeon), Ethernet and chipset products, and the Mobileye autonomous driving platform.