Senior Machine Learning Engineer 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 possess a Bachelor's or advanced degree with 8+ years of experience, or a PhD with 5+ years of experience in developing, evaluating, and deploying ML models in production. A deep expertise in machine learning, statistical modeling, and data analysis techniques is required, along with a proven track record of deploying ML models in production environments. Strong programming skills in Python, Java, or C++ and experience with ML frameworks such as scikit-learn, SparkML, TensorFlow, or PyTorch are essential. Excellent problem-solving, communication, and collaboration skills are also necessary, as is experience mentoring junior engineers and a passion for continuous learning in the ML field. Experience working with both research and product teams is preferred.

Responsibilities

The Senior Machine Learning Engineer will lead the development of machine learning models and systems to address complex business challenges, collaborating with product managers. They will architect and optimize end-to-end ML pipelines, ensuring scalability and robustness. This role involves facilitating alignment among senior leadership, incorporating ML algorithms into Adobe products, and influencing product strategy. Responsibilities also include conducting detailed testing, debugging, and performance tuning of ML models, mentoring junior team members, and publishing technical papers or contributing to open-source projects. The engineer will provide technical leadership, drive the adoption of new technologies, and represent Adobe at industry conferences.

Skills

Machine Learning

Model Development

ML Pipelines

Scalability

Efficiency

Robustness

Collaboration

Leadership

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