Sr. Machine Learning Manager
AdobeAbout the role
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
Adobe is looking for a Machine Learning Manager to work on Generative AI and Machine Learning techniques to help Adobe better understand, lead, and optimize the experience of Adobe’s Digital Experience customers. Partnering with Adobe Research and other business units, the candidate will be building products that transform the way companies approach audience creation, journey optimization, and personalization at scale. You will join a diverse, lively group of engineers and scientists long established in the ML space. The work is dynamic, fast-paced, creative, collaborative, and data-driven.
San Jose, CA Office Position
What You'll Do
· Lead a diverse team of world-class ML engineers to build and deliver new AI/ML customer-facing features end-to-end while being responsible for driving all aspects of ML product development: ML modeling, data/ML pipelines, quality evaluations, productization, and ML monitoring
· Partner with Adobe Research to develop cutting edge models
· Collaborate with the Product Management, Engineering and Research teams to architect and implement new AI/ML capabilities
· Work with senior technical leaders to establish standards and best practices for rapidly taking AI/ML from research to customer feature with the highest quality and safety
· Coordinate with other teams to align on priorities and drive our goals and projects forward
· Provide technical mentorship and guidance
· Create and instill a team culture that focuses on sound scientific processes, engineering excellence, and encourages deep engagement with our customers
What you need to succeed
The ideal candidate will have the following background:
· PhD (preferred) or MS degree in Computer Science, Data Science or related field required
· 5+ years of experience building and shipping large scale ML solutions, preferably related to natural language processing
· 2+ years of people management and leadership experience with research and engineering teams
· Sound knowledge of generative AI, common ML algorithms, and natural language processing
· Experience with Python and familiarity with cloud development on Azure/AWS
· Excellent analysis, and problem-solving skills
· Strong record of developing, leading, coaching, and mentoring software and machine learning engineers and scientists
· Experience in
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