Manager, Machine Learning Engineering

Our Company

Changing the world through digital experiences is what Adobe's all about. We give everyone-from emerging artists to global brands-everything they need to design and deliver exceptional digital experiences! We're passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen.

We're on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours!

The Opportunity

AdobeFireflyFoundry is a managed generative-AI service purpose-built for enterprises that need to scale content creation without compromising brand safety or workflow efficiency. By letting customers train private Firefly models on their own intellectual property-under strict data isolation and copyright indemnification-and deploy those models directly into Adobe Creative Cloud, Experience Cloud, and proprietary platforms via FireflyServices APIs, Foundry closes the gap left by consumergrade GenAI tools and empowers brands to deliver tentimes the creative output at professional quality.

As a Manager for Applied Research at Adobe, you will be the technical and strategic steward of this platform, translating stateoftheart research into secure, productionready capabilities, championing them in customer and industry settings, and building the worldclass team that will turn vision into reality.

• Lead and grow a distributed team focused on training data for Generative AI.
• Define and execute strategy for acquiring, processing, curating, annotating, versioning, and ensuring quality of large-scale datasets for Adobe Firefly.
• Build and maintain scalable, efficient data pipelines across the training data lifecycle.
• Collaborate with researchers, ML engineers, and PMs to align on data needs for new models.
• Champion data diversity, bias mitigation, and ethical AI practices.
• Evaluate and integrate tools and methodologies to enhance infrastructure and workflows.
• Influence model development through insights on data quality and availability.
• Provide technical leadership and foster a culture of innovation.
• Partner across teams to align data priorities and share best practices.

• Master's/Ph.D. in CS, Data Science, Engineering, AI/ML, or related field-or equivalent experience.
• 5+ years in engineering leadership, managing data infrastructure or ML data ops teams.
• Deep understanding of ML data lifecycles, especially for generative models (GANs, diffusion).
• 7+ years building and optimizing large-scale ETL/ELT pipelines and data warehousing.
• Expertise in data quality, governance, versioning, and annotation platforms.
• Proficiency with cloud data tech (AWS, Azure, GCP, Spark, Databricks, Snowflake).
• Strong grasp of data privacy, security, and ethical AI principles.
• Excellent leadership and cross-functional collaboration skills.
• Experience with large-scale image/video datasets.

• Familiarity with MLOps tools (e.g., DVC), annotation platforms, and compliance standards.
• Experience in computer vision, multimedia, or creative content data ecosystems.
• Contributions to open-source tools, publications, or patents in data management.
• Proven success supporting generative model training with robust data solutions.

#FireflyGenAI

At Adobe, for sales roles starting salaries are expressed as total target compensation (TTC = base + commission), and short-term incentives are in the form of sales commission plans. Non-sales roles starting salaries are expressed as base salary and short-term incentives are in the form of the Annual Incentive Plan (AIP).

In addition, certain roles may be eligible for long-term incentives in the form of a new hire equity award.

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California:

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Colorado:

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If this role is open to hiring in Colorado (as listed on the job posting), the application window will remain open until at least the date and time stated above in Pacific Time, in compliance with Colorado pay transparency regulations. If this role does not have Colorado listed as a hiring location, no specific application window applies, and the posting may close at any time based on hiring needs.

Massachusetts:

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It is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment. An employer who violates this law shall be subject to criminal penalties and civil liability.

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