Machine Learning Engineer at Adobe

San Jose, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

SoftwareIndustries

Requirements

Candidates must possess a PhD or MS degree in Computer Science, Data Science, or a related field, with over 8 years of software industry experience, including at least 5 years focused on developing, evaluating, and deploying ML models. Proficiency is required in statistical modeling, machine learning, analytics, and at least one programming language such as Python, GoLang, Java, or SQL, along with familiarity with cloud platforms like Azure or AWS. Experience with deep learning frameworks like TensorFlow or PyTorch, Large Language Models (LLMs), and prompt-engineering is essential. Excellent problem-solving, analytical, communication, and relationship-building skills are also necessary.

Responsibilities

The Machine Learning Engineer will craft and develop machine learning applications, particularly in the generative AI domain. This includes implementing ML systems, addressing engineering challenges like API definition and UI integration, and defining/implementing evaluation metrics for model quality. The role involves participation in the full product lifecycle from design to production operations and providing technical leadership in architectural design, technology selection, and model evaluation.

Skills

Machine Learning

Generative AI

Software Development

API Design

Model Evaluation

Architectural Design

Technology Selection

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