Job Details:Job Description: - We are looking for a dynamic and passionate contributors to work on Intels next generation GPUs.
- Works with internal engineering teams and stakeholders to deliver optimized complex math kernel operators for Intel GPU's.
- Partners with AI framework and workload engineers as needed to optimize endtoend AI models on Intel hardware features.
Role and responsibilities for this role includes:
- Optimizes performance of AI models through deep knowledge and expertise of AI frameworks, algorithms, models, and related hardware.
- Researches, develops, and adjusts new or existing complex math kernel code to address performance, numeric issues and modify operations to enhance performance with deterministic results.
- Serves as a trusted technical advisor and provides technical enabling.
- Partners with Intel software and hardware product development teams to accelerate and optimize future products in AI.
Qualifications:- BTech, MS/MTech & PhD in CS, ECE or related fields with an overall experience of 6 to 12 years.
- Proficient in Advanced C++ (C++ 14/17) and Intermediate skills of Python and GPU programming.
- Experience in developing machine learning kernels such as GEMM, Flash attention, MoE, normalization etc.
- Strong understanding of probability theory, linear algebra and statistics.
- Well versed with numerical formats such as float32, float16, flopt8 etc and realted tradeoff's.
- Hands on experience in one of the frameworks such as PyTorch, Tensorflow or JAX.
- Experience in Matlabs Or Cuda.
- Practical knowledge working on deep learning models such as NLPs & LLMs
- Ability to debug complex issues in multi layered SW systems.
- Strong understanding of computer architecture and HW-SW optimization techniques.
- Effective communication skills and experience with working in a cross-geo teams.
- PreferableExperience in developing, optimizing AI or related math kernels, and resolving related numeric issues.Experience in developing, optimizing complex kernels operators like random number generators etc.
Business group:The Software and AI (SAI) Team drives customer value by enabling differentiated experiences through leadership AI technologies and foundational software stacks, products, and services. The group is responsible for developing the holistic strategy for client and data center software in collaboration with OSVs, ISVs, developers, partners and OEMs. The group delivers specialized NPU IP to enable the AI PC and GPU IP to support all of Intel's market segments. The group also has HW and SW engineering experts responsible for delivering IP, SOCs, runtimes, and platforms to support the CPU and GPU/accelerator roadmap, inclusive of integrated and discrete graphics.
Work Model for this Role
This role will require an on-site presence. * Job posting details (such as work model, location or time type) are subject to change.
