Adobe

Machine Learning Engineer

San Jose, California, United States

Not SpecifiedCompensation
Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Software Development, Artificial IntelligenceIndustries

Requirements

Candidates should ideally possess a PhD or Master’s degree in Computer Science, Data Science, Mathematics, or a related field, or equivalent work experience. A minimum of five years of industry-based development experience with Machine Learning related software development is required, along with experience utilizing technologies such as SageMaker, Jupyter Notebook, and TensorFlow.

Responsibilities

The Machine Learning Engineer will collaborate closely with product and engineering managers to refine machine learning objectives, transform unstructured data into useful information through methods like auto-tagging, develop ML algorithms for analyzing large datasets to make predictions, design ML systems to support various recommendation engines, run tests and perform statistical analysis to interpret results, work with other engineers to build new Adobe creative cloud experiences with ML, implement new and redesign ML related features, document machine learning processes, and focus on user experience and intuitive application design.

Skills

SageMaker
Jupyter Notebook
TensorFlow
Auto-tagging
Machine Learning Algorithms
Statistical Analysis
Recommendation Engines

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.

Key Metrics

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.

Land your dream remote job 3x faster with AI