We are looking for a Data Scientist who will help us in discovering the information hidden in vast amounts of research data generated by scholars worldwide and help us in making smart and accurate decisions in our new Research Services solution.
Duties and Responsibilities:
Research, select and tune machine learning models and algorithms to enrich our knowledge on various activities done in the research world using multiple data sources.
Analyze data to assess the algorithm quality and performance and find areas for improvement.
Work with the development team to integrate these algorithms with the production data sources and the application ecosystem.
Explore new entity profiling algorithms, build entity graphs, construct new features, and research new technologies.
BSc in Mathematics/Computer Science/Physics/Statistics or in a related field.
Required professional experience:
2-3 years' experience with data science and with analyzing large data sets.
Experience in using multiple data sources to develop strategies with outputs that are insightful and actionable.
Ability to carry out complex projects in data science and analytics with minimal supervision.
Ability to effectively communicate results to technical and non-technical audiences.
Proficiency with programming and scripting languages, including Python.
High level of Hebrew and English
MSc / PhD in Mathematics/Computer Science/Physics/Statistics or in a related field.
Familiarity with NLP related projects.
Familiarity with Semantic Web and Linked Data Technologies: Standards/Protocols, Ontology, iscovery/Search, Recommendation, and Knowledge Graph.
Familiarity with NoSQL technologies (MongoDB etc.)
Familiarity with deep learning and with its application in NLP and text processing.