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.
THE ROLE:
The RTG (Radeon Technologies Group) Architecture team in Folsom, CA is looking for a Software Machine Learning (ML) Architect who will be responsible for designing and implementing ML/AI solutions in our next generation GPU and ML products. You will work closely with the cross-functional teams to do architecture exploration, modeling, and analysis of ML/HPC workloads. Through your experiments and analysis, you will provide valuable insight into new and emerging hardware and software technologies that will go into next generation GPU and ML products.
THE PERSON:
You have excellent analytical and problem-solving skills, along with attention to detail. You are an effective team player who focuses on collaboration, team building, mentoring, and furthering team success. You have strong communication, time management, and presentation skills.
KEY RESPONSIBILITIES:
- Analyze algorithms and develop scalable AI/ML models.
- Collaborate with product and engineering teams to integrate AI/ML solutions into company's products.
- Work with architects to propose innovative solutions that can be implemented in HW.
- Conduct data exploration and collect/summarize data. Derive solutions backed by data to improve model accuracy.
PREFERRED EXPERIENCE:
- Knowledge of GPU architectures, basic knowledge of CPU architectures.
- Knowledge of ML networks, Tensorflow/Pytorch.
- Knowledge of Graphics/Compute APIs (CUDA/OpenCL/Vulkan etc.).
- Knowledge of OS/device drivers is a plus.
- Excellent C/C++/Scripting (Python, etc.) experience.
- Knowledge of data structures, data modeling, and software architecture.
ACADEMIC CREDENTIALS:
- Undergrad degree required. Bachelor of Science or Masters degree with emphasis in Electrical Engineering, Computer architecture, or Computer Science is preferred.
Location: Folsom, CA preferred - San Diego, CA - Santa Clara, CA.
At AMD, your base pay is one part of your total rewards package. Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD's Employee Stock Purchase Plan. You'll also be eligible for competitive benefits described in more detail here.
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.
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