Sensei ML Engineer The challenge Machine Learning is critical part of Adobe’s Cloud offering. Adobe Clouds enable customers to create & manage digital content, such as assets, composites, 3D, documents etc., and digital experience and transformations. In Creative Cloud, Creative professionals and novice users alike need to manage lifecycle of their digital assets, libraries, the variety of creative content, and documents they work with every day, from brushes to colors, images, photos, videos, 3D and beyond. In Experience Cloud, it is all about optimizing the digital Experience and digital Transformations for Enterprises where digital content rules with mobile playing pivotal role, whereas in Document Cloud it is all about paperless world where offerings provide way for authoring and seamless transfer of content across users & entities. Adobe Cloud also provides the stock image marketplace, Adobe Stock, and the community, Behance, which entails deep machine learning embedding to enable content quality, search, discover, organize, contributor moderation, and more to allow for faster content velocity.
We are building new machine learning platform, called Adobe Sensei, that powers machine learning and AI across Adobe Cloud product lines by enabling the world’s best creative tools, leading cloud services for managing digital assets and digital experiences and the leading marketplace such as Adobe Stock and Adobe Behance. This platform will cater to thousands of applied researchers, millions of users, and billions of content pieces. Become part of this growing team at Adobe and a phenomenal impact in the area of computer vision, user understanding, language understanding, and digital experience optimization. The objective is to make machine learning offerings a world class, leading edge, differentiating product in Adobe Cloud ecosystem. We match the pace, innovation and excitement of a startup, backed by the resources and infrastructure of Adobe!
How can you participate? We’re looking for a Full Stack ML Engineer, with a good blend of science and engineering skills. An experienced engineer with a proven track record of solving critical engineering problems through strong analytical/quantitative and engineering skills. A hands-on person who has strong technical and communication skills and provide innovative technical solutions promptly. This is an opportunity to make a huge impact in a fast-paced, startup-like environment in great company. Join us!
Responsibilities
- Design and develop Runtimes and SDK for emerging ML technologies .
- Build and develop performant, maintainable, and scalable features across complete ML pipeline
- Collaborate with architects, product management and work with engineering focused, iterative team to build and establish product requirements
- Explore and research new and emerging ML technologies and bring them to Sensei platform.
- Work closely with data scientists and ML engineers to develop general purpose ML engines.
- Work with QA and Onboarding engineers to understand the customer pain points and help bring resolution to the issues.
- Write and review technical documents, including requirements and design documents for existing and continuously evolving features of the Sensei platform.
What you need to succeed
- BS or MS in Computer Science
- Minimum 5-10 years of relevant experience in industry
- Understanding of state-of-the-art Machine Learning techniques, Deep Learning, Recommendations and Computer Vision
- Experience in some machine learning frameworks – Scikit, MLPack, TF, SparkMLib, Caffe, …
- Experience in building distributed systems.
- Experience with Docker, Containerization, AWS.
- Hands on Experience in Python, Java and/or C++.
- Experience in micro-services, and REST APIs.
- Experience in RDBMS & NOSQL database.
- Proficient at interpersonal and communication skills
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.
