MTS Software Development Eng.

Advanced Micro Devices; Calgary; On-site; CAD 80,000 - 120,000; Full time

Job summary

An innovative company is seeking a skilled library developer to enhance deep learning performance through high-performance GPU kernel generation. This role involves collaborating with teams to implement machine learning primitives and optimize GPU code. You will contribute to the design of essential libraries and frameworks, ensuring high-quality code and documentation. The ideal candidate will be a strong collaborator with a passion for learning and innovative solutions. Join a team that is at the forefront of technology, making a significant impact in the world of computing and artificial intelligence.

Qualifications

• Hands-on experience with GPU code and optimization is crucial.
• Strong background in modern C++ and software development best practices.

Responsibilities

• Design and implement GPU kernel generator for machine learning libraries.
• Analyze performance of GPU kernels and suggest optimizations.
• Collaborate with technical experts to enhance ROCm applications.

Skills

GPU Code Optimization

C++ Development

Machine Learning

Software Engineering Methodologies

Low-Level Optimization Techniques

Education

Bachelor’s or Master's in Applied Mathematics

Bachelor’s or Master's in Computer Science

Bachelor’s or Master's in Computer Engineering

Bachelor’s or Master's in Electrical Engineering

Tools

Version Control Systems

Debugging Tools

Profiling Tools

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_

THE ROLE:

You will develop a high-performance GPU kernel generator to deliver machine learning tensor operations with support for layer fusion. AMD is searching for talented and motivated computer scientists and compiler engineers to implement machine learning primitives as part of the AMD Radeon Open Ecosystem (ROCm). In this role you will be collaborating with teams involved with all aspects of the machine learning and math libraries.

THE PERSON:

We are looking for a talented library developer who is looking to make an impact on deep learning performance. A great candidate will be a strong collaborator who is open to continuously learning and is excited about innovative solutions.

KEY RESPONSIBILITIES:

1. Contribute to the design and implementation of AMD’S GPU kernel generator used in a variety of high-performance machine learning libraries and frameworks
2. Analyze the performance of GPU kernels and provide insight on optimization paths
3. Develop optimization and analysis passes on graph representations of GPU kernels
4. Communicate and collaborate with key technical experts across AMD and with our partners and customers to improve ROCm applications, libraries, and tools, as well as hardware
5. Deliver high-quality code and documentation following best practices for open-source software development
6. Apply software engineering methodologies to ensure robust, maintainable code
7. Develop technical relationships with peers and partners

PREFERRED EXPERIENCE:

1. Hands-on professional experience writing and optimizing GPU code
2. Strong background developing applications and libraries in modern C++
3. Understanding of compiler technology fundamentals such as: abstract syntax trees, control flow graphs, data flow analysis, IR, and target lowering
4. Experience with best practices in software development, including testing, profiling, debugging, documentation, version control, and issue tracking
5. Experience with low-level optimization techniques; assembly programming and/or vectorization

ACADEMIC CREDENTIALS:

1. Bachelor’s or Master's degree in Applied Mathematics, Computer Science, Computer Engineering, Electrical Engineering, or equivalent

LOCATION: Calgary, Alberta

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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.