Applications are invited for the Graduate Technical Intern at Intel, Bangalore, Check the eligibility and other details below!
About Intel
Intel put the silicon in Silicon Valley. For over 50 years, Intel and our people have profoundly influenced the world, driving business and society forward by creating radical innovation that revolutionizes our lives. Today, we are applying our reach, scale, and resources to enable our customers to capitalize more fully on the power of digital technology.
Job Description
The internship will focus on the efficient implementation of transformer-based deep learning models, particularly large language models, on edge platforms. This will help in 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. The SSA team’s mission is to research and develop software-driven system architecture innovations to fuel Intel’s continued growth in hyper-scale cloud data centres, 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 with a proven publishing track record in leading AI/ML venues and real-world product impacts. The candidate is expected to have strong research ability, problem-solving and analytical skills.
Inside the Business Group
Intel Labs is the company’s world-class, industry-leading research organization, which is responsible for driving Intel’s technology pipeline and creating new opportunities. The mission of Intel Labs is to deliver breakthrough technologies to fuel Intel’s growth. This includes identifying and exploring compelling new technologies and high-risk opportunities ahead of business unit investment and demonstrating first-to-market technologies and innovative new usages for computing technology. Intel Labs engages the leading thinkers in academia and industry and partners closely with Intel business units.
Qualifications
- Student pursuing Integrated Master/PhD in Engineering Design, CS, ECE, EE, ME, AI or related fields Required Skills
- Familiarity with AI and machine learning concepts, including neural networks, transformers, etc.
- Fluent with Python and associated libraries (numpy, scipy, etc.), as well as 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.
Benefits
Intel offers a total compensation package that ranks among the best in the industry in terms of the graduate technical internship at Intel. It includes competitive pay, stock, bonuses, and benefits programs, including health, retirement, and vacation. Find more information about all of our Amazing Benefits here.
How to Apply?
Interested candidates can directly apply through this link.
Working Model
This role will be eligible for our hybrid work model, allowing employees to split their time between working on-site at their assigned Intel site and off-site.
In certain circumstances, the work model may change to accommodate business needs.
Location
Bengaluru, Karnataka, India
