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Principal Data Scientist

Company:
Catapult Staffing
Location:
Atlanta, Georgia, United States
Salary:
market annual salary + great benefits
Posted:
February 21, 2018
Description:

Direct Hire Fulltime position for a Principal Data Scientist in Chicago, IL or Atlanta, GA

• Principal Data Scientist will lead the development and implementation of machine learning algorithms and techniques to solve business problems and optimize member experiences.

• Serve as the methodology-expert on the team and provide guidelines to team for applying appropriate algorithms or solutions to tackle different problems.

• Coach junior team members on various data science techniques.

• Keep abreast of the latest enhancements and innovations within the areas of data science and big data processing.

Primary duties may include are but not limited to:

• Champion the design & execution of machine learning projects to address specific business problems determined by consultation with business partners.

• Provide guidance to the team on working with data-sets of varying degrees of size and complexity, including both structured and unstructured data.

• Piping and processing massive data-streams in distributed computing environments, such as Hadoop to facilitate analysis.

• Implements batch and real-time model scoring to drive actions.

• Develops proprietary machine learning algorithms to build customized solutions that go beyond standard industry tools and lead to innovative solutions.

• Develop sophisticated visualization of analysis output for business users.

• Publish results and address constraints/limitations with business partners.

• Provides high-level controllership/evaluation of all output produced to ensure established targets are met.

• Determines the continuous improvement opportunities of current predictive modeling algorithms.

• Proactively collaborates with business partners to determine identified population segments and develop actionable plans to enable the identification of patterns related to quality, use, cost and other variables.

Qualification:

• Requires MA/MS in Statistics Computer Science Mathematics Machine Learning Econometrics Physics Biostatistics or related Quantitative disciplines.

• 7 years of experience in predictive analytics and advanced expertise with software, such as Python, R, SAS, SAS Enterprise Miner or equivalent or any combination of education and experience which would provide an equivalent background.

• Experience leading end-to-end data science project implementation.

• Experience managing a small team either through formal or informal reporting relationship is preferred.

• PhD and experience in the healthcare sector preferred.

• 3+ years of experience with Text Mining or Natural Language Processing is preferred.

• At least 1 year of experience implementing deep learning models, using Tensorflow, H20.ai or other similar packages is strongly preferred.

• 2+ years of experience working on EMR (Electronic Medical Records) preferred.