Data Scientist Jobs

About The Position

Requirements

• Master’s degree (or foreign equivalent) in Data Science, Data Analytics, Enterprise Intelligence, or a related field required.
• 2 years of experience in job offered or related occupations required.
• 2 years of experience: with doctor, nurse, and patient information needs to design Data Science, Machine Learning (ML) and Natural Language Processing (NLP) solutions to improve patient outcomes; working with deep learning models, neural networks, and state-of-the-art transformer language models, putting data science into production; utilizing nix systems, open-source software, Jupyter notebook hubs, cloud computing, MATLAB for data modeling, machine learning and visualization purposes, and Java, Python or R; and with utilization of database, data manipulation, and visualization tools, such as MySQL, Excel, and Tableau.

Responsibilities

• Solving data science problems such as entity extraction, named-entity recognition, word-sense disambiguation, information retrieval, clustering, supervised and unsupervised learning using NLP, machine learning, deep learning, and statistical methods.
• Compare and recommend the use of latest GenAI technologies to solve these problems when the traditional approaches cannot solve them.
• Drive innovation by leveraging the latest research, literature, latest developments in GenAI, Responsible AI, GenAI Evaluation, RAG to Build POC’s and solve complex problems.
• Collaborate with inter disciplinary teams across organization to build solutions.
• Conduct research on concept indexing, relationship extraction, and data extraction from clinical data and scientific literature.
• Analyze vast amounts of unstructured data and design, prototype, and operationalize machine learning and automation solutions for our health business.
• Provide data analytics support including designing automated approaches for ontology and graph development, ontology validation and terminology mappings.
• Analyze extracted information to drive such processes as automated and manual data cleansing, linking, and populating knowledge graphs.
• Coordinate with stakeholders as needed.
• Manage contractors as needed to get new entities reviewed for ingestion into Emmet.
• Ensure compliance with DPR documentation.
• Lead the Rising Tide program and Mentor interns.
• Coordinate with IT developers and (content) subject matters experts to translate information needs into data science solutions.
• Drive new developments and implement process changes and disruptive technologies in the organization.