Job Title: ML Performance Architect (Mandarin)
Position Type: Full Time / On-site or Remote
Location: San Jose, CA
Salary Range / Rate: Base $150,000 - $200,000 + Bonus + Stock
Job ID#: 141882
Responsibilities
- Contribute to system-level innovations for ML silicon products.
- Create and maintain methodologies to evaluate a wide range of ML systems optimizations, such as kernel fusion, 4D parallelism and dynamic batching, on prospective silicon products.
- Collaborate with system and ML application software engineers to understand the constrains and trade-offs.
- Collaborate with hardware engineers to optimize across the hardware/software boundary.
Requirements
- MS or PhD degree with a focus on ML systems, or equivalent years of experience.
- Understanding of transformer architecture and related optimizations at model architecture and system level.
- Experience with ML frameworks.
- Strong communication skills.
Preferred Qualifications
- Familiarity with performance tuning tools and methodologies on GPGPU or ML accelerator hardware.
- Knowledge of the GPGPU or ML accelerator microarchitecture from a performance tuning perspective.
- Proven track record of discovering and implementing ML system performance optimizations in industry or academia.
- Knowledge of ML trends and experience in outreaching to ML researchers and application developers.
About Us:
Founded in 2009, IntelliPro is a global leader in talent acquisition and HR solutions. Our commitment to delivering unparalleled service to clients, fostering employee growth, and building enduring partnerships sets us apart. With a dynamic presence in the USA, China, Canada, Singapore, Philippines, UK, India, Netherlands, and Germany, we continue leading global talent solutions.
IntelliPro, a global leader connecting individuals with rewarding employment opportunities, is dedicated to understanding your career aspirations. As an Equal Opportunity Employer, IntelliPro values diversity and does not discriminate based on race, color, religion, sex, sexual orientation, gender identity, national origin, age, genetic information, disability, or any other legally protected group status. Moreover, our Inclusivity Commitment emphasizes embracing candidates of all abilities and ensures that our hiring and interview processes accommodate the needs of all applicants. Learn more about our commitment to diversity and inclusivity at https://intelliprogroup.com/.
Compensation: The pay offered to a successful candidate will be determined by various factors, including education, work experience, location, job responsibilities, certifications, and more. Additionally, IntelliPro provides a comprehensive benefits package, all subject to eligibility.
Top Skills
What We Do
IntelliPro Group Inc. is one of the fastest growing IT services and HR solutions companies in Americas & APAC. We provide comprehensive IT services to help clients with IT Strategic Planning, Implementation, Deployment, IT Support on Artificial Intelligence, Big Data, Cloud Computing, Mobile Application Development, Data Mining and Business Intelligence, Enterprise Data Warehouse, and more.
Besides our established IT services, our new business now is quickly extending to one-stop HR Solution Services, including Oversea Branch Setup Consulting, Compensation & Benefits Policy Consulting, Payroll Management Service, Talent Recruiting, and Employer Branding to satisfy our clients’ fast business expansion requirement.
We have built our business on our company-wide commitment to continually overdeliver on the high expectations of our clients, employees, and business partners. The secret to our success is that our unified team works harder, faster, smarter, and more collaboratively than anyone else in the talent acquisition business. In addition to the immense talent and proprietary technology, IntelliPro Group is proud to offer continual professional development and extraordinary benefits to both consultants and full-time employees.
