200+ applicants

Company

Original Job Post

Adobe · 2 days ago

Senior Machine Learning Engineer

California, United States

Full-time

Remote

Senior Level

$151K/yr - $284K/yr

4+ years exp

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Responsibilities

Deliver end-to-end machine learning solutions that have organizational-wide impact using innovative architectures

Contribute to the backend services for Firefly that power the generative AI features on Firefly website, Photoshop, Illustrator, Express, Stock and other applications/surfaces

Develop GPU optimized, efficient model pipelines for new Firefly features serving a variety of modalities like images, vectors, 3D, etc.

Ensure a scalable, reliable cloud service with observability, logging and tracing to enable quick detection, understanding and resolution of run-time issues

Chip in to Project Colligo, the AI superhighway for inference that will handle and serve a collection of ML models in a highly scalable and resilient system

Develop critical aspects of the business logic in the Firefly services to ensure metering of usage, entitlement checks, quota limits and upsell workflows

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

PyTorchPythonOpenCVImage ProcessingComputer VisionGenerative AIGPU OptimizationModel ServingOrchestrationGPU Resource ManagementML WorkloadsProductizationPipelinesProblem-SolvingCritical ThinkingAnalyticalCommunicationTeam Player

Required

PhD or Masters in Computer Engineering, Computer Science, Computer Vision, Robotics, related field or equivalent experience

4+ years of hands-on experience with PyTorch and Python in a production environment

Proficient with OpenCV

Image Processing, Computer Vision, Generative AI experience is a MUST

Validated expertise in creation and optimization as well as operation of GPU intensive ML workloads in production environments

Deep understanding of model serving, orchestration, scaling and GPU resource management

Demonstrated experience productizing pipelines using generative models

Strong critical thinking, analytical and quantitative problem-solving ability

Excellent communication, relationship skills and a strong team player

Company

Adobe

Glassdoor

4.3

Adobe is a software company that provides its users with digital marketing and media solutions.

Founded in 1982

San Jose, California, USA

10,001+ employees

http://www.adobe.com

H1B Sponsorship

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2020 (522)