Job ID: 726348088
Job date: 2018-06-12
End Date: 2018-08-11
Company : Adobe Country : United States Role : Research Scientist
Job date: 2018-06-12
End Date: 2018-08-11
Company : Adobe Country : United States Role : Research Scientist
Job Description:
We’re looking for machine learning scientists to guide development of the Sensei platform, transfer the newest technology from Adobe Research to realization in products, innovate in discovering new ML use cases and product features, and encourage best practices in machine learning application across Adobe. In this role, you will help build technologies for content understanding, computer vision, deep learning, user understanding, language understanding, information retrieval, campaign and channel optimization, advertising bid optimization, and more. Responsibilities:
Additional Info:
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 imagination 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. We are building new machine learning platform, called Adobe Sensei, that powers machine learning and AI across all of these Adobe Cloud product lines. This platform will enable thousands of applied researchers, millions of users, and billions of content pieces. 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![Click Here to Access the Original Job Post]
We’re looking for machine learning scientists to guide development of the Sensei platform, transfer the newest technology from Adobe Research to realization in products, innovate in discovering new ML use cases and product features, and encourage best practices in machine learning application across Adobe. In this role, you will help build technologies for content understanding, computer vision, deep learning, user understanding, language understanding, information retrieval, campaign and channel optimization, advertising bid optimization, and more. Responsibilities:
- Apply data mining and machine learning to improve content understanding, computer vision, deep learning, language understanding and content ranking & recommendations in Adobe products
- Work closely with product, engineering, and research to take early ML prototypes all the way to demos and products that surprise and delight users and make them more creative and productive.
- Consult with engineers and product leaders on best practice for integrating ML into their products.
- Create a winning culture built on collaboration and shared accomplishments - have fun along the way!
- MS in Computer Science (or related field – Physics, Math, Statistics, Bioinformatics), PhD nice to have
- 3+ years of applicable experience in industry
- Grounding in machine learning theory and recent advances in deep learning
- Pragmatic orientation to building ML solutions that work in the field
- Experience in design, training, validation and evaluation of machine learned models
- Understanding of issues around ground truth and training sets for ML, including human judgment and A/B testing
- Exposure to machine learning techniques for computer vision and image analysis
- Experience with machine learning frameworks – TensorFlow, Scikit, MLPack, SparkMLib, Caffe, …
- Experience with Spark, big data processing, Hadoop.
- Hands on experience with Java, Python, and/or C++.
- Knowledge of Matlab, R and other tools.
Requeriments :
- M.Sc. or higher Degree in Bioinformatics
- M.Sc. or higher Degree in Computer Science
- M.Sc. or higher Degree in Statistics
Skills :
- Data Mining
- Machine Learning
- Programing in C++
- Programing in Python
- Programming in Java
- Programming in Matlab
- Programming in R
Areas :
Additional Info:
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 imagination 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. We are building new machine learning platform, called Adobe Sensei, that powers machine learning and AI across all of these Adobe Cloud product lines. This platform will enable thousands of applied researchers, millions of users, and billions of content pieces. 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![Click Here to Access the Original Job Post]