Machine Learning Engineer 2 at Adobe

San Jose, California, United States

Adobe Logo
Not SpecifiedCompensation
Junior (1 to 2 years)Experience Level
Full TimeJob Type
UnknownVisa
SoftwareIndustries

Requirements

The ideal candidate requires a Master’s or PhD degree in Computer Science, Data Science, or a related field, demonstrating a deep understanding of statistical modeling, machine learning, or analytics concepts and a proven track record of problem-solving using these methods. Proficiency in one or more programming languages such as Python, Scala, or Java, along with familiarity with ML frameworks like scikit-learn, SparkML, TensorFlow, or PyTorch, is essential. Excellent problem-solving and analytical skills, coupled with strong communication and relationship-building abilities, are also required.

Responsibilities

As a Machine Learning Engineer, the candidate will develop innovative models in partnership with Adobe Research, design and build applications powered by GenAI models and predictive models, including defining APIs, integrating with UIs, and deploying on Cloud services. They will also understand data to make recommendations for the right predictive models, quality metrics, and governance approaches, and engage in the entire product lifecycle – from architecture and design to deployment and production operations.

Skills

Machine Learning
GenAI
Predictive Modeling
Statistical Modeling
API Design
UI Integration
Cloud Services
CI/CD
MLOps
Data Analysis
Data Governance

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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