Data Scientist 2 with Security Clearance
2 weeks ago
Job Title: Data Scientist Level 2 Location(s): Annapolis Junction, Maryland Hours: Regular Full-Time Clearance Requirements This position requires a current and active TS/SCI with Poly at the time of application. What you will be doing: * A 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. * 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 data-driven 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) * 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 Position Requirements Minimum Requirements: Experience: * Five years of experience analyzing datasets and developing analytics, five years of experience programming with data analysis software such as R, Python, SAS, or MATLAB. Education: * Bachelor's and Master's degree from an accredited college or university in a quantitative discipline (e.g., statistics, mathematics, operations research, engineering or computer science). * An additional two years of experience in software development, cloud development, analyzing datasets, or developing descriptive, predictive, and prescriptive analytics can be substituted for a Master's degree. * A PhD from an accredited college or university in a quantitative discipline can be substituted for three years of experience. Physical Demands: This is largely a sedentary role; however, some filing is required. This would require the ability to move files, open filing cabinets and bend or stand as necessary. Why JASINT? At JASINT we are proud to boast a together we can attitude. That is only possible with a strong talented team. Our goal is to answer the call to provide top mission and Warfighter support at all levels and that s why we are seeking you We understand and respect the dedication and sacrifice that is required to serve our nation s greatest efforts, and our commitment in turn is to support YOU JASINT cares about your work life balance and offers competitive benefits to help you at every stage of your personal and professional life: Retirement/401k, health, dental, vision, flexible spending accounts, (HSA/FSA), STD/LTD, professional development, tuition reimbursement, spot award recognition, PTO, Holidays even an additional day off for your birthday. *** JASINT offers both internal and external referral bonuses for all cleared exceptional talent we hire Friends of yours, are friends of JASINT*** JASINT provides equal employment opportunities to all employees and applicants for employment without regard to race, color, ancestry, national origin, gender, sexual orientation, marital status, religion, age, disability, gender identity, results of genetic testing, or service in the military. Equal employment opportunity applies to all terms and conditions of employment, including hiring, placement, promotion, termination, layoff, recall, transfer, leave of absence, compensation, and training. JASINT participates in E-Verify and will provide the federal government with I-9 information to confirm that all new hires are authorized to work in the U.S. To learn more about E-Verify please visit dhs.gov/e-verify.
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