Machine Learning is a critical part of Adobe's Cloud offering. Adobe Clouds enable customers to create and manage digital content, such as assets, composites, 3D, documents etc., and digital experience and transformations.
Creative Cloud is focused on visual creativity and creation, and includes such well-known products as Photoshop CC, Illustrator CC, Lightroom CC, and Adobe Stock. Document Cloud is centered around the creation and management of textual documents, including Acrobat DC and Adobe Sign. Experience Cloud is the set of offerings for the large-scale enterprise, covering marketing, advertising, and analytics.
Become part of the team that improves the internal search engines for Adobe's Creative Cloud, providing the world's best creative tools, leading cloud services for managing creative assets, and the leading marketplace for stock images. Search is at the very core of the service offered to our customers, with 13 languages covered, and millions of searches every day. The objective is to make search a world class, leading edge, differentiating asset in terms of search effectiveness and experience.
Develop ML platform code to query Adobe content and data repositories
Work with other ML engineers and ML scientists to train and test new models
Craft production-quality code to craft, manage, and update these ML training sets
Participate in the experimental development of novel ML models using the data you have built
Work on search engines powering Adobe Stock and/or Creative Cloud.
Develop expertise in Elastic-search, building search indexes, and work on implementing new scoring formulas.
Work closely with other engineering teams (front/UI, data, etc).
MS or PhD in Math, Computer Science, Computer Engineering or equivalent subject expertise in AI and Deep Learning.
Knowledge of machine learning algorithms, experience developing using frameworks like Torch, Caffe, TensorFlow etc
3+ years experience with at least one language (Java, Python, C++, etc)
Willingness to own all stages of development process: design, testing, implementation
Prior experience with large datasets using technologies like Spark nice to have
Strong verbal and written communication
PREFERRED QUALIFICATIONS :
Experience in scaling machine learning algorithms, and hyper-parameter optimization strategies
Have shipped production quality code
Demonstrated experience working cross-functionally to deliver results
Exhibits excellent team work
Thinks strategically, but stays on top of tactical execution
Expects and requires innovation
At Adobe, you will be immersed in an exceptional work environment that is recognized throughout the world on Best Companies lists. You will also be surrounded by colleagues who are committed to helping each other grow through our unique Check-In approach where ongoing feedback flows freely.
If you're looking to make an impact, Adobe's the place for you. Discover what our employees are saying about their career experiences on the Adobe Life blog and explore the meaningful benefits we offer.
Adobe is an equal opportunity employer. We welcome and encourage diversity in the workplace regardless of race, gender, religion, age, sexual orientation, gender identity, disability or veteran status.
Adobe Systems Incorporated