Machine Learning Scientist
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!
Adobe Firefly Applied Science & Machine Learning group is looking for Research Scientists and Engineers working on generative AI models for image and/or video synthesis to help us build the next generation of creative tools. We seek candidates with strong expertise in the field, as evidenced by
- reviewed academic publications, combined with
- on industrial research experience.
As an Applied Scientist at Adobe, you will be joining an outstanding team of applied researchers building the future of digital experiences. You will have the opportunity to develop novel ideas to advance the Creativity world through features streamed into Adobe's products and reach millions of people worldwide!
What you'll do:
Conduct innovative research and development in Generative AI
Develop and transfer novel technologies to Adobe products
Research and develop novel
- scale foundation models in Generative AI
Helping set the technical and research direction, making architectural decisions, and implementing complex systems
Collaborate with outstanding researchers and engineers to bring ideas to production
Convert a research idea/paper to code in Python and typical machine learning development toolkits
Provide technical mentorship and guidance
What you'll need to succeed:
Master or in Computer Science (AI/ML or related fields are a plus)
3 - 5 years of experience on a similar role
Good interpersonal skills and a phenomenal teammate
Experience in pioneering Generative AI technologies, such as diffusion and/or GAN models
Experience with machine learning frameworks (Pytorch, Tensor
Flow or Jax)
Be able to evaluate, improve, or develop advanced machine learning algorithms for complex use cases
Strong analytical, mathematical modelling and software skills, and ability to work with multiple levels of abstractions
Hands-on experience working on image or video generation and image/video editing
Experience with
- scale generative model training
Bonus Qualifications:
Experience working with
- scale datasets
Working with product teams on technology transfers
Good publication record in Computer Science, AI/ML or related fields
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