Senior Applied Scientist - Machine Learning Systems Engineer- Photoshop

ADOBE

Multiple Locations
Base: $164,000 -- $313,300 annually; bonus/equity:...
High-performance gpu kernels (triton/cuda)
Distributed training strategies (zero, tensor parallelism)
Inference acceleration techniques (quantization, speculative decoding)
Contribute to research that can be applied to Adobe product development, focusing on image generation, restoration, and low-level vision

Job Summary

  • Contribute to research that can be applied to Adobe product development, focusing on image generation, restoration, and low-level vision.
  • Work towards long-term research goals while identifying intermediate achievements, and help integrate novel research into Adobe's products.
  • Develop and optimize high-performance GPU kernels, support large-scale training runs, and implement state-of-the-art inference techniques.

Matching Summary

Contribute to research that can be applied to Adobe product development, focusing on image generation, restoration, and low-level vision.

Salary

Base: $164,000 -- $313,300 annually; Bonus/Equity: Annual Incentive Plan (AIP), new hire equity award; Benefits: Comprehensive benefits programs

Skills & Requirements

Must-have

  • High-performance GPU kernels (Triton/CUDA)
  • Distributed training strategies (ZeRO, Tensor Parallelism)
  • Inference acceleration techniques (quantization, speculative decoding)
  • Performance profiling (PyTorch Profiler, NVIDIA Nsight)
  • Foundational Systems Programming (Python, C++)
  • ML Frameworks (PyTorch/JAX)

Nice-to-have

  • Experience with light transport
  • Leveraging synthetic 3D scene data
  • Contributing to open-source efficiency libraries
  • Familiarity with containerization and job scheduling

Key Requirements

  • Master's or PhD's degree in Computer Science, Electrical Engineering, or related field
  • Proficiency in Python and C++
  • Experience with PyTorch or JAX distributed setups
  • Strong grasp of GPU architecture

Work Rights

Not specified

Tailored Resume

Cover Letter