Data Scientist
Accuity | |
United States, New Jersey, Mount Laurel | |
Oct 01, 2024 | |
Job Type
Full-time Description
PRIMARY JOB RESPONSIBILITIES:
Requirements
POSITION QUALIFICATIONS: Education: * Master's degree in applied mathematics, physics, computer science, engineering, statistics or a related field required Experience: * Background in computer science, operations research, statistics, or a physical engineering discipline * 3+ years of Machine Learning/Predictive Analytics and Mathematical Optimization experience (to include time in graduate program for applicants with PhD degrees). Prior experience with Python and R is a must (experience with tools such as WEKA, RapidMiner, or other open source tools are strongly preferred) * Experience with discrete-event-simulation strongly preferred * Robust experience with SQL * Experience with Big Data technologies, including Hadoop * Experience with text mining and Natural Language Processing (NLP) desirable Knowledge, Skills, and Abilities: * Ability to develop and apply computational algorithms and statistical methods to healthcare data (including, but not limited to data from electronic medical record, financial management, human resource, quality and supply chain) * Ability to develop and deploy healthcare-relevant predictive and prescriptive models * Ability to perform standard statistical analysis * Ability to formulate and solve mathematical (deterministic and stochastic) optimization problems and simulation * Intermediate development skills * Ability to combine analytic methods and advanced data visualizations * Expert ability to break down and clearly define problems * Ability to use a PC in a Windows environment, including MS Word * Independent, focused individual able to work remotely or on-site |