At Adobe Firefly, we build foundation generative models for image, video, and other modalities which power the suite of products at Adobe. This work is powered by a platform comprised of data, training, and inference infrastructures.
We are looking for a dedicated machine learning engineer to push the boundaries of GenAI and who can work with architects, contribute to design and development, and has expertise with distributed cloud services. This is a highly cross-functional role where you will closely work with the training platform, inference platform, and Adobe Research teams.
As a Computer Scientist - II (AI/ML) at Adobe, you will:
- Collaborate with outstanding researchers to bring research ideas to production.
- Conceptualize solutions for features or sophisticated use cases, design, develop, and handle deployment at scale with monitoring.
- Plan, estimate effort, and analyze risks for projects.
- Analyze business constraints and provide proficient alternatives and phased approaches.
- Research, craft ideas, and convert them into trainable code in Python.
To succeed in this role, you should have:
- B.Tech / M.Tech degree in Computer Science AI/ML or related fields.
- 7+ years of hands-on technical experience in software development.
- Excellent design fundamentals and skill in sophisticated architecture, solving design and performance issues.
- Proficiency in Advanced Python, data structures, and the ability to write scalable code in distributed architecture.
- Expertise in state-of-the-art Generative AI technologies, such as GANs, diffusion, and/or language models.
- Experience with large-scale generative model training, datasets, and infrastructure.
- Technical depth in operating systems, computer architecture, and OS internals.
- Technical depth in Cloud Computing, Cloud Platforms, and Services architecture and design.
- Experience with Amazon Web Services, Microsoft Azure, Google Compute Engine.
- Experience with cluster managers and frameworks like Kubernetes.
- Good publication record in Computer Science, AI/ML, or related fields.
- Exposure to ReactJS or any other related frontend framework is a plus.
- Excellent interpersonal skills and ability to work well in a team.
Join Adobe to be part of a team that's changing the world through digital experiences!