As a Research Engineer at Adobe Research’s Engineering & Design Lab, you will collaborate with scientists and engineers to optimize the performance of large-scale generative AI models for efficient cloud and on-device deployment. Your day-to-day responsibilities include adapting algorithms to various system constraints, contributing to cutting-edge research projects, and developing innovative tools that enhance creative expression in Adobe's web, desktop, and mobile applications used by millions. The ideal candidate possesses deep learning expertise, proficiency with Python and ML libraries like PyTorch or TensorFlow, and experience in model optimization techniques such as pruning, quantization, and architecture search. Knowledge of deployment environments like TensorRT and ONNXRuntime is also beneficial, along with a strong background in computer science or related fields.
Skills
Python
PyTorch
TensorFlow
JAX
C++
TensorRT
AITemplate
CoreML
WinML
TensorFlow Lite
ONNXRuntime
Diffusion models
Neural network pruning
Knowledge distillation
Quantization
Architecture search
Sub-quadratic attention optimization
Sparse mixture of experts
Cloud deployment
Mobile deployment
What you'll do
Optimize resource consumption of large-scale generative models for cloud and on-device deployment.
Adapt ML models and algorithms to fit different system and device limitations.
Collaborate with scientists and engineers to develop high-performance AI technologies.
Contribute to the development of new tools enabling creative expression through technology.
Enhance existing Adobe products and create innovative applications using advanced ML techniques.
What we're looking for
Passion for optimizing and compressing machine learning models.
Deep understanding of deep learning techniques in computer vision and NLP.
Expertise in improving efficiency of mid to large-scale ML models.
Proficiency with Python and major ML libraries like PyTorch, TensorFlow.
Strong software engineering skills and communication abilities.
Ph.D. or Master's degree in Computer Science or equivalent industry experience.
Market check
Salary context
This
$146,300–$211,850
range sits above
64%
of similar postings on FindRole.
Peer median band
$120,000–$193,400
Median floor and ceiling across peers.
Typical midpoint (25–75%)
$126,775–$201,700
Middle half of comparable postings.
Based on 239 comparable postings.*
* 240 is the maximum number of comparable postings sampled.
Employer
About Adobe
Adobe Inc. is a global software company known for creative and multimedia software products including Photoshop, Illustrator, Acrobat, and its cloud-based Creative Cloud and Document Cloud suites. Industry: Creative & Digital Experience Software
Adobe currently has
290 open roles
on FindRole.
Listed pay typically runs
$183,300–$265,350
across 290 roles with salary data.
Remote (Usa - New Jersey - Rahway, US)14 days ago
$117,000–$184,200
cGMP
GDocP
Design of Experiments
Process Analytical Technologies (PAT)
organic chemical synthesis
wet chemistry
pharmaceutical drug substance processing
process scale-up
technology transfer
statistical experimental design
data-rich experimentation