Dir, Machine Learning Eng at Adobe

San Jose, California, United States

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, Digital MarketingIndustries

Requirements

Over 10 years of experience in software engineering
At least 5 years of experience designing and implementing machine learning solutions
Experience with big-data management (petabytes) and compute abstractions (Spark, Kubernetes, etc.)
Demonstrated leadership experience, including team building, mentoring, and fostering a collaborative environment
Ability to drive strategic transformation and influence innovation within a data engineering organization
Up-to-date knowledge of emerging trends in data, ML, and engineering practices

Responsibilities

Lead a team of applied scientists and data/systems engineers
Design, build, and maintain core capabilities within the Adobe Experience Platform focused on data management and compute abstractions
Drive the transformation of a data engineering group towards an AI-integrated approach
Define and maintain the best Data, ML, and Engineering practices
Attract, recruit, hire, and develop a high-performing team
Align with and evolve a trust framework to govern AI-driven decisions

Skills

Machine Learning

Spark

Kubernetes

Big Data

Data Lakehouse

Data Modeling

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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