Intel is hiring for Software Engineer
The job you are looking for is no longer available..- Company Name
- Intel
- Company Website
- http://intel.com/
- Job Role
- Graduate Intern Technical
- Job Type
-
- Internship
- Job Location
-
- Bengaluru/Bangalore
- Education
-
- BE/BTech
- Branch
-
- IT
- CS
- Job will expire on
- 07 Jul 2024
Eligibility Criteria
- Student pursuing Integrated Masters /PhD in Engineering Design, CS, ECE, EE, ME, AI or related fields Required Skills
- Familiar with AI and Machine Learning concepts including neural networks, transformers etc.
- Fluent with Python and associated libraries (numpy, scipy, etc.), frameworks such as PyTorch and Hugging Face.
- Understanding of operation and architectures of transformers and Large Language Models. Experience with performance characterization on real systems.
- Fundamentals of probability and linear algebra. Preferred skills:
- Track record of publications in AI/ML conferences such as NeurIPS, ICLR, ICML, CVPR etc. Demonstrated deep learning and software development experience with open-source contributions and participation in AI/coding challenges.
- Familiar with information theory and/or data-compression techniques.
Job Description
- The internship will focus on efficient implementation of transformer-based deep learning models, particularly Large Language Models, on edge platforms.
- This will understanding current performance limitations via benchmarking and profiling, and developing innovative techniques (model-compression, data-compression, workload partitioning, etc.) to improve performance as measured by KPIs such as latency, memory bandwidth, and power.
- The candidate will perform literature reviews to understand state-of-the-art and work with the team to implement models, perform testing, evaluate performance, and optimize implementation for Intel platforms.
- Join a team of researchers at Intel's System, Software and Architecture (SSA) Labs. SSA team's mission is to research and develop software-driven system architecture innovations to fuel Intel's continued growth in hyper-scale cloud datacenters, high-performance computing (HPC) and intelligent edge infrastructure.
- As a Research Intern in our organization, you will have the unique opportunity to learn and enhance your deep learning and AI systems skills. You will gain experience working in a research organization, collaborating with talented researchers who have a proven track record of publishing in leading AI/ML venues and real-world product impacts. The candidate is expected to have strong research ability, problem-solving and analytical skills.
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