Senior Machine Learning Engineer at Adobe

San Jose, California, United States

Apply Now

Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

SoftwareIndustries

Requirements

Candidates should possess a Master’s degree in Computer Science, Machine Learning, or a related field, and have at least 7 years of experience in developing and deploying machine learning models, with a strong focus on generative AI technologies. Expertise in Transformers, LLMs, and classical machine learning algorithms is essential, along with proficiency in Python and Pytorch, and experience with CI/CD pipelines and API development. Familiarity with online learning techniques, such as contextual bandits or reinforcement learning, is also required.

Responsibilities

The Senior Machine Learning Engineer will research, develop, and implement machine learning models for search and recommendation use cases, designing and implementing online learning for recommendations, and fine-tuning LLMs and Diffusion models to build and augment a creative knowledge graph. They will conduct innovative research on novel LLM architectures and training methods, focusing on creative applications, and process multimodal (Text, Image, Video) intent to recommend billions of assets in real time.

Skills

Machine Learning

Generative AI

AI-powered Search

Recommendations

Knowledge Graph

Generative AI

Text

Image

Video

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.

Land your dream remote job 3x faster with AI

Try Jobo Free