Senior Staff Applied Scientist - AI/ML at Adobe

San Jose, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

Ph.D., Masters, or equivalent experience in Engineering, Computer Science, AI/ML or related fields, plus 10+ years of professional experience
Research or industry experience in training AI/ML models in at least one of the following modalities: multimodal LLMs, Image, Video
Proficiency in training and optimizing large-scale models, involving data curation, distributed training, and memory-efficient strategies
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 teammate
Preferred Qualifications
Experience on large-scale generative model training
Experience on synthetic data generation
Previous involvement with product teams in technology transfers
Experience of working with large-scale datasets

Responsibilities

Transform innovative research concepts into practical applications within the realm of Generative AI, LLMs, Reinforcement learning, Reasoning, Evaluations
Prototype and experiment rapidly, demonstrating feasibility and business impact
Push beyond academic results to develop and deploy practical, differentiated innovations for Adobe’s products
Collaborate with world-class researchers and ML engineers to bring research ideas to production
Publish and present your work in world-class scientific venues in AI/ML fields
Develop and enhance GPU-accelerated pipelines for (customized) model training and inference, focusing on performance, scalability, and reliability
Foster a culture of innovation, technical excellence, and continuous improvement across the organization

Skills

Machine Learning

Deep Learning

Computer Vision

Natural Language Processing

Large Language Models

Generative AI

Reinforcement Learning

Inference Optimization

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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