Senior AI Optimization Engineer for High-Performance Computing
5 days ago
We are a leading technology company transforming the industry with our innovative products. Our mission is to build exceptional products that drive the evolution of computing experiences, serving as the cornerstone for enterprise Data Centers, Artificial Intelligence, HPC, and Embedded systems.
SalaryThe estimated salary for this role is between $120,000 and $180,000 per year, depending on experience and qualifications.
Job Description: Senior AI Optimization EngineerWe are seeking a talented and highly motivated computational scientist/engineer to join our team of developers preparing applications for AI platforms across the world. This position is for a senior level application optimization engineer in AI, with a focus on optimizing Machine Learning applications.
Responsibilities:- Port and optimize a variety of machine learning based models and applications for AMD CPU and GPU systems
- Provide domain specific knowledge to other groups at AMD
- Engage with AMD product groups to drive resolution of application and customer issues
- Develop and present training materials to internal audiences, at customer venues, and at industry conferences
To be successful in this role, you will need:
- Broad experience building, running, and tuning machine learning models
- In-depth knowledge of current machine learning frameworks and commonly used models for training and inference
- Strong performance analysis skills for both CPU and GPU
- Extensive experience with C++ and Python
- Familiarity with distributed model training via NCCL/RCCL, MPI, or similar network technologies
- Experience in implementing and optimizing parallel methods on GPU accelerators in distributed memory systems with MPI, CUDA, HIP, OpenMP, etc.
- Experience in scientific computing disciplines such as computational chemistry, fluid dynamics, weather modeling, and oil and gas applications
- In-depth understanding of IO, parallel file systems, and network limitations and capabilities as used in AI models
- Familiarity with installation and setup of various AI applications and machine learning frameworks
- Experience provisioning clusters and validating their performance for use in machine learning applications
- Experience with build system tools including Make, CMake, autoconf, and autotools
- In-depth knowledge of software development practices including debug, test, revision control, documentation, and bug tracking
- Strong team development skills including demonstrated expertise with git and Jira
At AMD, your total rewards package includes:
- A competitive salary ranging from $120,000 to $180,000 per year
- An annual bonus or sales incentive
- The opportunity to own shares of AMD stock
- A discount when purchasing AMD stock if voluntarily participating in AMD's Employee Stock Purchase Plan
- Competitive benefits described in more detail here
AMD is an equal opportunity, inclusive employer 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.
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