Machine Learning Engineer, Generative AI at Adobe

San Jose, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

PhD or Master’s in Computer Science, Computer Engineering, Computer Vision, Robotics, or a related field—or equivalent experience
3+ years of hands-on experience developing production-grade machine learning models using PyTorch and Python
Proven expertise in GPU-intensive ML workloads, including optimization, scaling, and deployment in production environments
Strong knowledge of model serving and orchestration, including GPU resource management for scalable ML systems
Deep understanding of Visual Foundation Models (e.g., Transformers, Diffusion) and Multimodal Language Models (e.g., Text-to-Image, Image-to-Text, Text-to-Video), including evaluation methodologies and productization challenges
Excellent problem-solving skills, with the ability to analyze complex issues and drive solutions with a data-driven approach
Strong collaboration and communication skills, with a proven ability to work in cross-functional teams

Responsibilities

Develop and optimize machine learning solutions with cutting-edge architectures that impact millions of users across Adobe’s products
Enhance Firefly’s inferencing pipeline to power generative AI features across multiple platforms, including Firefly Web, Photoshop, Illustrator, Express, and Stock
Design GPU-optimized, efficient model pipelines that serve diverse modalities such as images, vectors, and 3D assets
Ensure scalability and reliability of Firefly’s cloud services, incorporating observability, logging, and tracing to enable rapid issue detection and resolution
Develop key business logic for Firefly services, including usage metering, entitlement checks, quota management, and upsell workflows

Skills

Machine Learning

Generative AI

Prompt Engineering

GPU Optimization

Inference Pipeline

Model Pipelines

Cloud Services

Observability

Logging

Tracing

Scalability

Adobe

Software solutions for content creation and marketing

About Adobe

Adobe provides a range of software solutions focused on digital experiences, catering to creative professionals, businesses, and educational institutions. Its main offerings include Adobe Creative Cloud, which contains tools for photography, graphic design, video editing, illustration, UI/UX design, 3D and augmented reality, and social media content creation. Adobe also offers marketing solutions through Adobe Experience Cloud and document management services via Adobe Document Cloud. The company operates on a subscription-based model, allowing users to access its software through monthly or annual plans, with special pricing available for students, teachers, and businesses. Adobe differentiates itself from competitors by providing a comprehensive suite of tools that cover various aspects of content creation and marketing, all integrated into one platform. The goal of Adobe is to empower users to create, manage, and optimize their digital content effectively.

San Jose, CaliforniaHeadquarters

1994Year Founded

$668.9MTotal Funding

IPOCompany Stage

Consumer Software, Enterprise Software, DesignIndustries

10,001+Employees

Benefits

Company Equity

401(k) Company Match

Risks

Emerging AI-driven design tools offer similar functionalities at lower costs.

Open-source alternatives may attract users away from Adobe's subscription model.

Data privacy concerns could affect trust in Adobe's cloud services.

Differentiation

Adobe offers a comprehensive suite for content creation, marketing, and document management.

Adobe's subscription model includes special pricing for students, teachers, and businesses.

Adobe integrates advanced analytics with Experience Cloud for data-driven marketing.

Upsides

Generative AI tools enhance Adobe's content creation and editing efficiency.

Remote work boosts demand for Adobe's cloud-based document management solutions.

AR's popularity in marketing benefits Adobe's 3D and AR tools.

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