Machine Learning Engineer at Adobe

San Jose, California, United States

Adobe Logo
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Technology, SoftwareIndustries

Requirements

  • Master’s or Ph.D. in Computer Science, Machine Learning, or a related field
  • 5+ years of experience in machine learning engineering or applied research
  • Strong software engineering fundamentals: version control, code review, CI/CD, testing
  • Proficiency in Python and experience with ML frameworks such as PyTorch, TensorFlow, scikit-learn, or SageMaker
  • Proven experience deploying ML models in production environments
  • Familiarity with cloud platforms (AWS, GCP, Azure) for ML deployment
  • Strong understanding of data structures, algorithms, and system design
  • Excellent communication, problem-solving, and technical leadership skills
  • (Preferred) Experience with Generative AI, prompt optimization frameworks, and LLM-as-a-judge evaluation systems
  • (Preferred) Understanding of Retrieval-Augmented Generation (RAG) and modern NLP pipelines
  • (Preferred) Experience building agentic architectures or multi-agent orchestration systems
  • (Preferred) Familiarity with MLOps tools and lifecycle management

Responsibilities

  • Bring a 0→1 product mindset, helping shape ideas into real, measurable impact
  • Design, build, and optimize backend services that power ML and Generative AI features
  • Develop, evaluate, and deploy ML models using classical, deep learning, and GenAI approaches
  • Contribute to agentic systems and orchestration frameworks that enable intelligent, multi-step reasoning and task automation
  • Collaborate with cross-functional teams to integrate ML solutions into production workflows
  • Analyze and improve the efficiency, accuracy, and scalability of AI-enabled systems
  • Stay up to date with advancements in ML, GenAI, and prompt optimization research
  • Mentor junior engineers and help grow the team’s technical depth

Skills

Machine Learning
Deep Learning
Generative AI
Prompt Engineering
ML System Design
Model Evaluation
Data Pipelines
Backend Services
Agentic Systems
Orchestration Frameworks

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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