Applied Scientist, Firefly Foundry

The Opportunity

Firefly Foundry is Adobe's enterprise managed-service offering for custom multimedia generative AI - deep-tuned image, video, and 3D models built on each customer's IP, paired with creative production workflows and a media-intelligence layer, and deployed across new and existing Adobe surfaces. The business has gained significant traction in Media & Entertainment, marketing, and consumer retail, and is expanding rapidly into adjacent verticals.

We are especially looking for candidates experienced in large-scale, industry-level pre-training and mid-training of multi-modality generative models. This role has a direct impact on the quality of Adobe's image and video generation models, supporting next-generation creative workflows for millions of users.

As an Applied Scientist at Adobe, you will join a world-class team of applied researchers and engineers building the future of digital experiences - innovating across the full training stack, collaborating across data, modeling, and product, and shipping your work to customers worldwide.

What You'll Do

• Conduct innovative research and development in training large-scale generative AI models for image and video synthesis.
• Develop, implement, and rigorously evaluate advanced techniques for conditional generation and editing - with emphasis on improving instruction compliance, cont rollability, and visual quality in pre-trained models.
• Collaborate cross-functionally with researchers, engineers, and product teams to translate multimodal innovations into scalable downstream applications within Adobe products.
• Develop and maintain robust evaluation pipelines to assess generative models across quality, efficiency, robustness, and safety metrics.
• Translate research concepts and published work into production-ready implementations using Python and modern ML frameworks.

Required Qualifications

• Ph.D. or MS in Computer Science, Machine Learning, or a related field, with 4+ years industry experience.
• Extensive practical experience in large-scale generative AI training with a focus on image and video generation and editing.
• Familiarity with diffusion models, transformers, or other state-of-the-art generative architectures.
• Strong coding and prototyping skills in Python, PyTorch, and ML infrastructure tools.
• Excellent communication skills and ability to collaborate across cross-functional teams.
• Experience working with product teams on technology transfers.
• Strong publication record in Computer Science, AI/ML, or related fields.

What You'll Bring

• Experience on large-scale generative model training
• Experience on synthetic data generation
• Experience of working with large-scale datasets
• Experience of working with product teams on technology transfers

#FireflyGenAI

About Adobe

Adobe empowers everyone to create through innovative platforms and tools that unleash creativity, productivity and personalized customer experiences. Adobe's industry-leading offerings including Adobe Acrobat Studio, Adobe Express, Adobe Firefly, Creative Cloud, Adobe Experience Platform, Adobe Experience Manager, and Gen Studio enable people and businesses to turn ideas into impact, powered by AI and driven by human ingenuity.

Our 30,000+ employees worldwide are creating the future and raising the bar as we drive the next decade of growth. We're on a mission to hire the very best and believe in creating a company culture where all employees are empowered to make an impact. At Adobe, we believe that great ideas can come from anywhere in the organization. The next big idea could be yours.

Let's Adobe together

At Adobe, we believe in creating a company culture where all employees are empowered to make an impact. Learn more about Adobe life, including our values and culture, focus on people, purpose and community, Adobe for All, comprehensive benefits programs, the stories we tell, the customers we serve, and how you can help us advance our mission of empowering everyone to create.

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