Staff Data Scientist, Intelligent Services

Key Skills

Java Programming, Analytical and Problem solving, Python Programming, SQL, Machine learning techniques, Keras software library, Natural Language Processing (NLP), PyTorch, TensorFlow, Large scale data processing, Design of Experiment

Job Description

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 Challenge

Adobe is looking for a Senior Data Scientist to build the next generation of Content and Commerce AI services! As part of the Intelligent Services organization, you would own design, implementation, deployment and monitoring of production quality code that forms the core of our Sensei applications! Content and Commerce AI team is looking for individuals with expertise in NLP (Traditional and Deep Learning) to build services for enterprise customers that help them optimally monetize their marketing efforts.

What you will do

• Survey and understand prior literature to evaluate and recommend the best approaches for solving problem at hand.
• Design and implement groundbreaking algorithms that will build our Adobe Sensei applications using Machine Learning and Statistical Models.
• Write production code at scale, testing and productizing new algorithms.
• Collaborate with a team of Data Scientists, Engineers and Product Managers.
• Build NLP models to:
• Enable semantic understanding of documents.
• Improve text classification per given taxonomy.
• Improve keyword extraction from text documents.
• Build and traverse knowledge graphs.

Required Qualifications

• Masters in Computer Science (or equivalent experience) with 2+ years of work experience with specialization in NLP.
• PHD preferred
• Coding expertise in one or more of Python, Scala, Java or equivalent.
• Coding expertise in one or more of Keras, Tensorflow, Pytorch or equivalent
• Expertise in basics of Computer Science, Data Structures and algorithms.
• Understanding of probability, statistics and Machine Learning techniques.
• Excellent problem solving ability and social skills.
• Ability to work in teams.