AI/ML Engineer – GenAI Assistant & Experience Engineering at Adobe

San Jose, California, United States

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Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, SoftwareIndustries

Requirements

5+ years experience in machine learning, applied AI engineering, IR or full-stack intelligent feature development
Hands-on experience with both LLM-based and traditional ML techniques, and the judgment to choose the right tool for the job
Strong software engineering fundamentals and experience building production services (Node, Python, TypeScript, Go, or similar)
Experience building and deploying intelligent systems across cloud environments (Azure, AWS, GCP)
Ability to design evaluation frameworks, run experiments, and iterate rapidly
Comfortable owning features end-to-end

Responsibilities

Build and iterate on solutions using the full spectrum of approaches: LLMs, classical ML, heuristics, rules engines, retrieval systems, or combinations thereof
Design, train, fine-tune, and evaluate models for generative AI, classification, search, and content understanding
Develop prompting strategies, multi-step prompt workflows, and agents that power interactive AI experiences
Build hybrid pipelines that combine deterministic logic with AI/ML components for predictable, reliable outcomes
Implement backend services and inference pipelines for the AI Assistant across Experience Cloud
Build RAG systems, model-serving layers, experimentation hooks, and scalable APIs
Partner with frontend engineers and product teams to turn concepts into shipped features
Build automated evaluation pipelines to measure quality, safety, latency, and reliability
Prepare datasets for evaluation, fine-tuning, and experimentation
Deploy models and services using CI/CD, containers, and cloud workflows
Monitor performance and iterate quickly based on data and user signals
Own and operate work end-to-end as projects require
Work closely with Product, Engineering, Design and ML teams to explore new ideas and deliver customer-facing features
Help define guidelines for AI/ML development, evaluation, and hybrid system building
Contribute to shared tools that accelerate experimentation and improve developer productivity

Skills

Key technologies and capabilities for this role

AIMLLLMsGenerative AIClassical MLHeuristicsRules EnginesRetrieval SystemsPrompt DesignModel TrainingService Development

Questions & Answers

Common questions about this position

What kind of work arrangement does this role offer?

This information is not specified in the job description.

What is the salary or compensation for this AI/ML Engineer position?

This information is not specified in the job description.

What skills are required for this AI/ML Engineer role?

The role requires skills in building solutions using LLMs and generative AI, traditional ML, heuristics or rules-based systems, and hybrid approaches, along with model training, fine-tuning, prompt design, service development, and evaluation pipelines.

What is the culture like on the Gen AI Experience Engineering team?

The team operates like a startup within Adobe—fast, iterative, and customer-focused, with a mission to build intelligent systems for Adobe’s AI Assistant experience.

What makes a strong candidate for this AI/ML Engineer position?

A strong candidate is excited to evaluate problems, select the best approach from LLMs, traditional ML, heuristics, or hybrids, and deliver end-to-end high-quality, scalable solutions with broad ownership across modeling, services, and ops.

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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