NLP/Machine Learning/Knowledge Technologies, Research Scientist

Company: ADUS-Adobe Systems
Location: San Jose, California, United States
Type: Full-time
Posted: 12.AUG.2021


Our CompanyChanging the world through digital experiences is what Adobe's all about. We give everyone-from emerging artists to global brands...


Our CompanyChanging 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!Adobe Research is seeking computer scientists with expertise in Natural Language Processing, Knowledge Acquisition and Representation, Dialogue Systems, Joint Language and Vision Understanding, and Document Intelligence. As a research scientist at Adobe, you will be joining a vibrant team of Natural Language, Dialogue Systems, Computer Vision, Deep Learning, and Artificial Intelligence researchers to create the future of digital media. You will have the opportunity to develop innovative ideas suitable for academic publication, to mentor interns, and to participate in our university collaboration program. Adobe Research has a well-earned reputation for producing cutting edge, publishable research, close ties to top academic institutions around the world, while providing researchers the opportunity to work with exceptional product teams in implementing your ideas as advanced features in Adobe's world-class products that reach millions of people worldwide. This is an opportunity to enhance and revolutionize our users' creative, document, and analytic content experiences through Natural Language Processing, Knowledge Representation, Unsupervised and Semi-supervised machine learning, Conversational AI, and Intelligent Document technologies.Responsibilities:• Conduct research on NLP, Low-supervision Machine Learning, Dialogue Systems, Knowledge Acquisition and Representation, Statistical and Symbolic Reasoning, Multimodal Understanding, and Intelligent Document Systems by applying NLP, Dialogue, AI, and Text Analytics methods.• Research, develop and enhance technologies that include: o Automatic acquisition of knowledge from multimodal unstructured and semi-structured sources o Un-structured and structured Open Information Extraction (OIE) using NLP for multimodal understanding, knowledge acquisition and representation, knowledge graph construction and augmentation, document understanding, search, recommendation and intelligent content collaboration systems. oAutomatic topic modeling, tagging, captioning, and summarization of content. oDocument understanding, question answering, recommendation, and conversational search systems. oConversational AI and Dialogue Systems• Collaborate with Adobe cloud teams to productize new Creative CLoud and Document Cloud technology features.• Partner with research teams at Adobe, including world class experts in language understanding, computer vision, deep learning, and AI.• Engage with the research community at large, including university collaborations, intern recruiting and mentorship, and publishing and participation in top-tier conferences.Requirements:• Passion for innovation and excellence.• Ph.D. in Natural Language Processing, Computational Linguistics, Machine Learning, Open Information Extraction, Dialogue Systems, or related fields.• Additional expertise in one or more of the following: knowledge graphs and knowledge bases, semi-supervised learning, unsupervised data augmentation, symbolic reasoning, document engineering, information retrieval, knowledge representation, machine learning, deep learning expertise for sequence modeling.• A track record of research impact, including high quality publications.• Solid software engineering 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 grow your career, Adobe's the place for you. Discover what our employees are saying about their career experiences through the Adobe Life magazine.

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