Senior Machine Learning Engineer at Adobe

San Jose, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

SoftwareIndustries

Skills

Key technologies and capabilities for this role

Machine LearningGenerative AIAI-powered SearchRecommendationsKnowledge GraphAIGenerative AITextImageVideo

Questions & Answers

Common questions about this position

What is the salary for this Senior Machine Learning Engineer position?

This information is not specified in the job description.

Is this role remote or does it require office work?

This information is not specified in the job description.

What skills are required for this Senior Machine Learning Engineer role?

Required skills include proficiency in Python, PyTorch, CI/CD pipelines, and API development, along with expertise in Transformers, LLMs, classical ML algorithms, online learning with contextual bandits or reinforcement learning, fine-tuning LLMs and Diffusion models, and processing multimodal data.

What is the company culture like at Adobe for this team?

The role offers a fast-paced, startup-like environment within Adobe, focused on innovation in AI-powered search and recommendations, with a commitment to exceptional employee experiences, respect, equal opportunity, and empowering people to create digital experiences.

What makes a strong candidate for this Senior Machine Learning Engineer position?

A top-notch ML engineer with deep expertise in generative AI technologies, particularly Transformers, LLMs, Diffusion models, and multimodal processing, stands out, along with experience in research, model implementation, online learning, and building scalable platforms for millions of users.

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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