Sr Applied Scientist, Generative AI/ML at Adobe

San Jose, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

Ph.D. in Computer Science, CV/AI/ML/CG or related fields and 4+ years professional experience
Research or industry experience in training Generative AI models (pre-training and/or post-training) in at least one of the following modalities: image, video, 3D, or audio
Expertise in large-scale model training and optimization, including data curation, distributed training, and memory-efficient techniques
Experience with post-training techniques such as fine-tuning, alignment or distillation
Proficiency with modern deep learning frameworks (e.g., PyTorch) and experience scaling models on GPU/TPU clusters
Excellent communication skills and a strong great teammate
Strong publication record in reinforcement learning, LLMs, and LMMs
Experience on large-scale generative model training
Experience on synthetic data generation
Experience of working with large-scale datasets
Experience of working with product teams on technology transfers

Responsibilities

Conduct pioneering research and development in Generative AI for visual (image/video/3D), audio, and multi-modal outputs
Develop and deploy novel generative AI technologies to existing and new Adobe Products
Research and develop novel large-scale foundation models with deep reasoning and world-building capabilities
Collaborate with world-class researchers and ML engineers to bring research ideas to creative workflows used by millions
Publish and present your work in world-class scientific venues in CV/AI/ML/CG fields

Skills

Key technologies and capabilities for this role

Generative AIMachine LearningDeep LearningComputer VisionNatural Language ProcessingLLMsFoundation ModelsFine-tuningMulti-modal AIImage GenerationVideo Generation3D Generation

Questions & Answers

Common questions about this position

What qualifications are required for this Sr Applied Scientist role?

Candidates need a Ph.D. in Computer Science, CV/AI/ML/CG or related fields with 4+ years of professional experience, plus research or industry experience in training Generative AI models in modalities like image, video, 3D, or audio.

What key technical skills are needed for this position?

Expertise in large-scale model training and optimization including data curation, distributed training, and memory-efficient techniques; experience with post-training techniques like fine-tuning, alignment or distillation; and proficiency with PyTorch and scaling on GPU/TPU clusters.

What is the salary or compensation for this role?

This information is not specified in the job description.

Is this a remote position or does it require office work?

This information is not specified in the job description.

What makes a strong candidate stand out for this role?

Strong candidates will have a strong publication record in reinforcement learning, LLMs, and LMMs; experience with large-scale generative model training, synthetic data generation, large-scale datasets; and experience working with product teams on technology transfers.

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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