Staff Machine Learning Engineer 5 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

Requirements

Candidates should have several years of experience architecting cloud services and infrastructure for large-scale use, reliability, and performance. Strong coding, debugging, and development skills in Python and Javascript are essential, along with proficiency in cloud technologies like AWS, Kubernetes, and Docker. Familiarity with AIT, CUDA, and ML frameworks such as PyTorch, TensorFlow, or ONNXRuntime is required, as well as experience with model conversion and compression techniques. The ability to write well-designed, testable code and strong analytical and quantitative problem-solving abilities are also necessary.

Responsibilities

The ML Services Engineer will design, build, deploy, and support reliable and scalable cloud-based services, and architect optimized ML pipelines for running models in the cloud. Responsibilities include analyzing and improving the efficiency, accuracy, scalability, and stability of AI-enabled workflows, and designing and implementing model integration and regression testing for model evaluation. Building and maintaining CI/CD pipelines for microservices, collaborating with product management, user experience, and engineering groups to develop new products and features, and providing production-level support for customers are also key duties.

Skills

Machine Learning

Cloud Computing

GenAI

Software Design

Software Architecture

CI/CD

Microservices

Model Deployment

Model Testing

Data Analysis

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