Machine Learning Engineer at Adobe

San Jose, California, United States

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Not SpecifiedCompensation

Junior (1 to 2 years)Experience Level

Full TimeJob Type

UnknownVisa

SoftwareIndustries

Requirements

Master's or Ph.D. in Computer Science, AI/ML, or related fields
Excellent communication skills
Solid foundation in computer science fundamentals
Experience with distributed training and its common strategies
Experience in state-of-the-art Generative AI technologies (VLMs, diffusion models)
Strong hands-on experience working on image/video understanding, generation, and editing
Experience with large-scale datasets
Strong publication record in Computer Vision, AI/ML, or related fields

Responsibilities

Develop and implement scalable and efficient modeling algorithms for video understanding and generation
Fine-tune large-scale foundation models for video understanding and generation
Collaborate with researchers and engineers to bring research ideas to production
Convert research ideas to code in Python and typical machine learning development toolkits
Stay on top of the latest ML research and translate advances into practical solutions
Develop and implement scalable and efficient video understanding and generation models
Collaborate with researchers and engineers to develop novel ideas to advance the Creativity world through features in Adobe's products
Participate in research and development of new features in Adobe's products
Stay up-to-date with the latest ML research and translate advances into practical solutions

Skills

Machine Learning

Video Understanding

Video Generation

Python

ViTs

VLMs

Multimodal Encoders

Algorithm Development

Large-Scale Data

Model Fine-tuning

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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