Machine Learning Engineer

San Jose, California, United States

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$120,700 – $228,600Compensation

Junior (1 to 2 years), Mid-level (3 to 4 years)Experience Level

Full TimeJob Type

UnknownVisa

Information Technology & ServicesIndustries

Requirements

Candidates should possess a Master’s degree in Computer Science, Data Science, or Statistics, along with 3+ years of applied AI/ML experience, including developing, evaluating, and deploying machine learning models into production, or a PhD degree in a related field. They must demonstrate a deep understanding of statistical modeling, machine learning concepts, and a proven track record of solving problems using these methods. Proficiency in programming languages such as Python, Scala, Java, or SQL is required, along with experience working with ML frameworks like scikit-learn, SparkML, TensorFlow, or PyTorch.

Responsibilities

The Machine Learning Engineer will develop innovative models in collaboration with Adobe Research, design and develop applications powered by predictive and generative models, implement ML-Ops best practices for scalable and efficient workflows, and engage in the entire product lifecycle from architecture to production operations. They will also understand data to make recommendations for appropriate models, quality metrics, and governance approaches, and effectively communicate and build relationships within research and product teams.

Skills

statistical modeling

machine learning

analytics

large-scale data pipelines

Python

Scala

Java

SQL

scikit-learn

SparkML

TensorFlow

PyTorch

ML frameworks

research and product collaboration

problem-solving

analytical skills

communication

relationship-building

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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