Lead AI Model Optimization Expert
1 month ago
About Us
At Adobe, we're passionate about empowering people to create and deliver exceptional digital experiences. Our company is committed to creating an inclusive environment where everyone has access to equal opportunity.
The Role
We're seeking a highly skilled Lead AI Model Optimization Expert to join our team. This role involves applying GPU optimization skills to improve the training efficiency and performance of our commercially safe AI models. The successful candidate will have the opportunity to reach millions of creatives worldwide, helping them reinvent the way they work.
Your Key Responsibilities:
- Collaborate with model architecture teams to co-design hardware-friendly models
- Write efficient kernels for forward and backward passes in CUDA, Cutlass / CuTe, Triton
- Develop optimized custom layers using PyTorch
- Leverage FP8 to accelerate training and inference
- Optimize model efficiency for Hopper/Blackwell GPU architectures
- Design high-quality, product-level code that's easy to maintain and test while following standard development methodologies
Requirements and Qualifications:
- Bachelor's degree or higher in Computer Science, Computer Engineering, or a related field, plus 5+ years of relevant experience
- Proficiency in Linux, Docker
- In-depth understanding of modern transformer-based model architectures
- Expertise in Python and PyTorch
- Familiarity with distributed training fundamentals
- Experience with C++ and Python integration
- Strong knowledge of CUDA, Triton
- Hands-on experience with Cutlass / CuTe
- Proficiency in profiling tools like Nsight, Kineto
Compensation
The estimated salary range for this position is $170,900 - $325,200 annually. Compensation reflects labor costs across various US geographic markets and may vary based on work location, job-related knowledge, skills, and experience.
Benefits and Opportunities
- An Equal Employment Opportunity employer with a commitment to diversity, equity, and inclusion
- A flexible work environment that supports work-life balance
- Ongoing professional development opportunities
- A comprehensive benefits package, including medical, dental, and vision coverage
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