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Data Scientist Level 2

1 month ago

Fort Meade, United States Adaptic LLC Full time

Shift Type

Job Title

Data Scientist Level 2

Location

Fort Meade, MD - Ft. George G. Meade, MD 20755 US (Primary)

Category

Data Scientist (DS)

Salary Grade

Date Needed By

Job Type

Full-time

Travel

Job Description

Technical Bachelor's Degree and Master's Degree required, Software engineering experience can be substituted for the Masters.

  • The data scientist will develop machine learning, data mining, statistical and graph-based algorithms to analyze and make sense of datasets; prototype or consider several algorithms and decide upon final model based on suitable performance metrics; build models or develop experiments to generate data when training or example datasets are unavailable; generate reports and visualizations that summarize datasets and provide data-driven insights to customers; partner with subject matter experts to translate manual data analysis into automated analytics; implement prototype algorithms within production frameworks for integration into analyst workflows.
  • Develop experiments to collect data or models to simulate data when required data are unavailable;
  • Develop feature vectors for input into machine learning algorithms;
  • Identify the most appropriate algorithm for a given dataset and tune input and model parameters;
  • Evaluate and validate the performance of analytics using standard techniques and metrics (e.g.,cross validation, Receiver Operating Characteristic [ROC] curves, confusion matrices);
  • Oversee the development of individual analytic efforts and guide team in analytic development process;
  • Guide analytic development toward solutions that can scale to large datasets;
  • Partner with software engineers and cloud developers to develop production analytics;
  • Develop and train machine learning systems based on statistical analysis of data characteristics to support mission automation.

This position requires a current TS/SCI security clearance with full scope polygraph (FSP).

# of Hires Needed

4

Exemption Type

Hiring Manager

Job Requirements