Data Scientist with Security Clearance

3 weeks ago


Las Vegas, United States BGI, LLC Full time
Position Summary and Job Responsibilities Provide Advisory and Assistance Services (A&AS) to the United Operational Test Team (UOTT), F-15 Division, F-22 Division or Air Dominance Division with developing exploratory data analysis capabilities. These capabilities will support the operational test and evaluation of the respective platforms by mining test and non-test data available through various means. Generation of supporting documentation detailing methodology, processes, and utilization of these analysis capabilities is also required. Will also provide A&AS with developing and managing (including internal/external collaboration) a unified AFOTEC Det 6 data analysis toolset shared across sites and 3rd party organizations.    Job Responsibilities • Analysis and ML on time-series parametric data
• Strategies and techniques for dimension reduction
• Hierarchical analysis
• Best-practices for data cleansing and prep
• Service & microservice strategies at big data scale
• Experience with data center scale systems Required and/or Preferred Qualifications Required Skills:
• B.S. in Data Science, Statistics, Math, Engineering or a related field; M.S. or PhD a plus.
• Competence with statistical programming in Python or a similar language (R, MATLAB, Mathematica, Maple, Julia)
• Ability to apply proper statistical methods; must recognize applications of confidence intervals, T-tests, distributions, and related subjects
• Working understanding of applications of machine learning
• Data visualization experience
• Strong presentation skills; ability to understand requirements of and explain approaches to a non- or semi-technical audience. Preferred Qualifications:
• Publications or similar peer-reviewed work written for external audiences
• Expert understanding of statistical methods
• High level of competence in data visualization (technologies to make them as well as best principles for design)
• Experience with human factors (GUI design, experience working with human-generated data)
• Experience maximizing performance by creating algorithms that operate on distributed compute frameworks (e.g., “big data”)
• Fighter aircraft knowledge and test experience is desired
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