Omnyon
Location
Annapolis, MD | United States
Job description
Looking for a Data Scientist with analytic development skills to support a highly visible cyber sensor and analytic modernization program. The candidate will work with a team to analyze and characterize large data sets create data visualizations and identify anomalous/interesting behavior. The successful candidate will have experience with analysis in the cyber domain and discovery operations and have experience with algorithm design and development in cloud environments.
Required skills:
Produce data visualizations that provide insight into dataset structure and meaning
Work with subject matters experts (SMEs) to identify important information in raw data and develop scripts that extract this information from a variety of data formats (e.g. SQL tables structured metadata network logs)
Incorporate SME input into feature vectors suitable for analytic development and testing
Translate customer qualitative analysis process and goals into quantitative formulations that are coded into software prototypes
Develop and implement statistical machine learning and heuristic techniques to create descriptive predictive and prescriptive analytics
Develop statistical tests to make datadriven recommendations and decisions
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 ROC curves confusion matrices)
** Up to 60% telework when there is meaningful remote work to perform.
Job tags
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