- Develop algorithms for efficient deep learning inference on AMD's new hardware
- Study new neural networks and operators to improve their accuracy and speed
- Work on software architecture to improve robustness and reliability
- Validate new algorithms before releasing them to customers
- Work closely with hardware design team to understant specific constraints of AMD board and to propose improvements.
- Stay up to date with AI acceleration software tools and architectures
- Expert knowledge and hands-on experience in Python
- Excellent abilities in algorithmic and optimization
- Solid understanding of Deep Learning inference principles and neural networks architecture
- Knowledge of PyTorch, Tensorflow and Onnx and familiarity with inference optimization tools and techniques.
- Solid understanding of object-oriented-design principles
- Excellent design and code development skills, familiarity with Linux, Git and last techniques for development
- Good analytical and problem-solving skills
- Masters or PhDs degree in AI, Computer/Software Engineering, Computer Science, or related technical discipline
AI Acceleration Sr. Software Engineer - Irving, United States - Advanced Micro Devices , Inc.
Description
Overview:
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 worlds most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. This is who we are at our best. One Company. One Team.
AMD together we advance_
Responsibilities:The Role
AMD is looking for a senior software engineer to join our maths-algo team in the AI group. As a key contributor you will be part of a leading team to drive and enhance AMDs abilities to deliver the highest quality, industry-leading technologies to market.??
The Person
The ideal candidate possesses an innovative and problem-solving mindset, has a keen eye for Software engineering development, and is diligent and passionate about Technology. A successful candidate will need to employ strong knowledge in computer technologies, leadership skills in technical areas, and SW engineering expertise as well as a strong ability to compete effectively in a fast-paced, relevant environment while working with different teams of engineers and collaborators.
Key Responsibilities
Preferred Experience
Academic Credentials
#LI-HS3
#LI-HYBRID
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.