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- 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
- B.S
- 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
- 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
Data Scientist with Security Clearance - Las Vegas, NV, United States - BGI, LLC
Description
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 capabilitiesThese 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 Responsibilitiesor PhD a plus.
Preferred Qualifications: