Deep Learning Compiler Development (DSE) Intern (f/m/d)

Key Skills

Aartificial intelligence, Algorithms, Analytical and Problem solving, C++, Deep Learning, Effective communication skills, Python Programming, PyTorch, TensorFlow

Job Description

WHAT YOU DO AT AMD CHANGES EVERYTHING

We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world’s most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. 

AMD together we advance_

LOCATION: Cologne, DE

ONSITE: This role requires the student to work from the Cologne office 

PROGRAM TERM:

• Autumn Term - 6 month duration 

WHAT YOU’LL BE DOING:

• You will contribute, develop and enhance our ML compiler by building custom optimizations and transformations targeted to ACAP on top of open-source technology like LLVM, TVM, MLIR.
• You will work on hardware performance modeling tools that predict the performance with various level of accuracy and abstraction to be used as part of the compiler optimizations/explorations.
• You will formulate, code and test optimization algorithms and constraints.

WHO WE’RE LOOKING FOR:

• You’re studying towards a Master or PhD in Computer Science, Electrical Engineering or a related field
• You have strong programming skills (preferably C++ and Python)
• You have been exposed to AI accelerator architectures
• You have gained first experience with either using AI accelerators or compiling to an accelerator/ASIC
• You are familiar with deep learning frameworks (e.g. Tensorflow, Pytorch) and software stack (e.g. TVM)
• You have strong communication and problem-solving skills, have a hands-on mentality and are able to work in a team
• You are an EU citizen or possess a valid work permit. Visa sponsorship is not available for this position

BENEFITS:

• An opportunity to work with a breakthrough product shaping a new era of computing
• Professional guidance from our experienced engineering team
• Full responsibility for your own projects and opportunity to grow personally and professionally
• A modern workplace in Cologne that celebrates the diversity and well-being of our teamp

Benefits offered are described: AMD benefits at a glance.

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.