Firefly Enterprise group is building the next generation of scalable APIs and workflow solutions for Adobe’s enterprise customers.
Firefly Enterprise Video API team is looking for a passionate Machine Learning Engineer to enable and accelerate the Video APIs powered by pioneering machine learning models. In this role, you’ll collaborate closely with ML researchers, product engineers, and infrastructure teams to take ML models from experimentation to full-scale deployment, bringing groundbreaking AI experiences to our users
What You’ll Do
- Lead the design, development, and deployment of GenAI backend services for video, building GPU‑optimized and highly efficient model pipelines.
- Translate research innovations and prototypes into scalable, reliable ML systems across Adobe’s cloud platforms.
- Optimize model and service performance, ensuring scalability, reliability, and robustness through continuous monitoring and iteration.
- Enhance MLOps workflows, including CI/CD, model versioning, evaluation pipelines, and automated retraining systems.
- Collaborate cross‑functionally with product, research, and infrastructure teams to define requirements and deliver high‑impact solutions.
- Stay ahead of the curve, bringing the latest ML advancements into Adobe’s products—from cloud to on‑device optimizations.
What You’ll Need to Succeed
- Master’s or Ph.D. in Computer Science, AI/ML, or related field; or B.Tech with strong, proven ML experience.
- 8+ years of experience in AI/ML engineering, model development, or large‑scale distributed systems.
- Strong programming skills in Python and experience with ML frameworks like PyTorch and TensorFlow.
- Deep expertise in Generative Video AI, including diffusion, GAN, and transformer‑based models—especially in areas such as temporal consistency and multimodal generation.
- Solid understanding of model optimization, inference efficiency, GPU acceleration, and production ML integration.
- Demonstrated success delivering cloud‑scale, data‑driven products with broad customer adoption.
- Strong command of AI/ML fundamentals, frameworks, and modern toolchains.
- Excellent communication, technical leadership, and collaboration skills.
- Experience working in a matrixed organization, driving alignment, and delivering results.
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 GenStudio 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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