Senior Machine Learning Engineer at Adobe

Los Angeles, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

Bachelor's or Master's degree in Computer Science, AI, or related technical field with 2-5 years of industry experience
Demonstrated experience with algorithm development and implementation
Proficiency in machine learning frameworks such as PyTorch, Huggingface, and modern programming languages
Experience with agentic frameworks such as LangGraph, LangChain
Experience with deep learning techniques and applications
Strong software engineering fundamentals and system design skills
Knowledge of statistical modeling and data analysis techniques

Responsibilities

Creating innovative AI agents that enhance and extend our product ecosystem through automation and intelligence
Developing sophisticated agent frameworks that seamlessly integrate multiple AI technologies including LLMs and traditional ML
Building comprehensive testing methodologies to evaluate agent effectiveness, reliability, and alignment with objectives
Connecting existing systems with new agentic frameworks
Developing efficient prompt engineering strategies for large language model integration
Collaborating with cross-functional teams and stakeholders during development and productization of AI applications
Guiding junior team members, providing technical direction, and helping others grow their skills
Understanding how AI components interact within larger technical ecosystems and business processes

Skills

Machine Learning

LLMs

Prompt Engineering

AI Agents

Agent Frameworks

AI Integration

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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