Applied ML Research Engineer - Video AI 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, Creative Software, AIIndustries

Requirements

B.S. or higher in Computer Science, Engineering, Mathematics, or related field
3+ years of hands-on experience building and deploying ML models in production
Strong expertise in video understanding, computer vision, or multimodal AI (video + language/audio)
Demonstrated experience training, finetuning, and optimizing large-scale models (LLMs, vision transformers, video models)
Proficiency in Python and deep knowledge of ML frameworks (PyTorch, TensorFlow, etc.)
Track record of delivering impactful, production-grade AI solutions
Excellent problem-solving skills and ability to thrive in a fast-paced, collaborative environment
Passion for pushing the boundaries of what's possible with video AI

Responsibilities

Research, train, and deploy state-of-the-art ML models for video understanding, video reframing, temporal analysis, and audio-visual processing
Build multimodal AI systems that combine vision, language, and audio to enable intelligent video editing and content creation workflows
Develop video-specific AI features such as automated scene detection, object tracking, style transfer, and content-aware cropping/reframing
Leverage LLMs and vision-language models to analyze complex video data and extract actionable insights
Build and optimize agentic AI workflows that enable dynamic user interaction with video AI systems
Develop scalable evaluation frameworks to assess accuracy, robustness, and usability of video AI models
Partner with product, UX, and business development teams to translate video AI innovations into enterprise-grade features
Collaborate with Adobe Research to explore emerging video AI technologies and transform research into interactive prototypes

Skills

Applied Machine Learning

Video AI

GenAI

ML Models

Video Understanding

Intelligent Reframing

Content Analysis

Multimodal Processing

Temporal Analysis

Audio-Visual Processing

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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