Sr ML Training GPU Optimization Engineer
San Jose
Full Time Senior-level / Expert USD 170K - 325K
Our Company
Changing the world through digital experiences is what Adobe’s all about. We give everyone—from emerging artists to global brands—everything they need to design and deliver exceptional digital experiences! We’re passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen.
We’re on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours!
What you will be working on:
Interfacing with model architecture teams to co-design with hardware in mind
Write efficient kernels for forward and backward passes in CUDA, Cutlass / CuTe, Triton
Write optimized custom layers using PyTorch
Leverage FP8 to accelerate training and inference
Optimize model efficiency for Hopper/Blackwell GPU architectures
Write high quality, product level code that is easy to maintain and test while following standard development methodologies
What you will need to succeed:
Proficiency in Linux, Docker
Understanding of modern transformer-based model architectures
Expert in Python and PyTorch
Experience in C++ with an emphasis on Python integration
Expert in CUDA, Triton
Experience with Cutlass / CuTe
Expert in profiling – Nsight, Kineto, etc.
B.S., M.S, or Ph.D. in Computer Science, Computer Engineering or a related area
#FireflyGenAI
Our compensation reflects the cost of labor across several U.S. geographic markets, and we pay differently based on those defined markets. The U.S. pay range for this position is $170,900 -- $325,200 annually. Pay within this range varies by work location and may also depend on job-related knowledge, skills, and experience. Your recruiter can share more about the specific salary range for the job location during the hiring process.At Adobe, for sales roles starting salaries are expressed as total target compensation (TTC = base + commission), and short-term incentives are in the form of sales commission plans. Non-sales roles starting salaries are expressed as base salary and short-term incentives are in the form of the Annual Incentive Plan (AIP).
In addition, certain roles may be eligible for long-term incentives in the form of a new hire equity award.
Adobe will consider qualified applicants with arrest or conviction records for employment in accordance with state and local laws and “fair chance” ordinances.Adobe is proud to be an Equal Employment Opportunity and affirmative action employer. We do not discriminate based on gender, race or color, ethnicity or national origin, age, disability, religion, sexual orientation, gender identity or expression, veteran status, or any other applicable characteristics protected by law. Learn more.
Adobe aims to make Adobe.com accessible to any and all users. If you have a disability or special need that requires accommodation to navigate our website or complete the application process, email accommodations@adobe.com or call (408) 536-3015.
Adobe values a free and open marketplace for all employees and has policies in place to ensure that we do not enter into illegal agreements with other companies to not recruit or hire each other’s employees.
Tags: Architecture Computer Science CUDA Docker Engineering GPU Linux Machine Learning Python PyTorch
Perks/benefits: Equity / stock options
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