Data Scientist - Senior

Data Scientist - SeniorFalls Church, Virginia, United StatesWhat Impact You'll HaveGRVTY is seeking a motivated and experienced Data Scientist to perform data analysis via statistical and quantitative methods, develop visualizations to support decision making, and build software to enable thorough monitoring and management of data pipeline tasks. The ideal candidate brings deep expertise in data systems and a passion for solving complex analytical problems in support of Machine Learning model development and operational intelligence missions. This role will help accelerate the implementation of the NGA Maven Data Strategy and drive cross-departmental collaboration to enhance workflows and deliver greater productivity across labeling and imagery curation efforts.What You'll Be OwningIntegrate emerging sensors and platforms into existing data pipelines and workflows, including: Developing pipelines and relevant data structures for emerging capabilitiesIncorporating new data types into existing data workflowsAssess potential differences in metadata, data format, and data structure characteristics regarding changes to: Databases and schemasAPIs and other ETL-related processesIngestion and movement of data within the existing data operations pipelinesConduct analysis of how emerging data impacts overall program data holdings from the perspective of: Machine Learning model developmentTest and evaluation use casesReal-world operational use casesEvaluate and recommend solutions for partitioning new data types into training, test, and validation splits for effective ML model development and performance evaluationLead the design and application of methods to identify, collect, process, and analyze large volumes of data to build and enhance products, processes, and systemsLead projects using advanced mathematical, statistical, and scientific techniques to: Examine complex mission and operational problemsCreate insights from dataBuild web scraping algorithms for imagery curation in accordance with customer data prioritiesIntegrate multiple data and intelligence sources in various formats for imagery curation to address gaps and meet project prioritiesSupport data analytics, data cleansing, analyst workflow efficiencies, and ETL transformation capabilitiesUtilize statistical and analytic methods to support answering intelligence requirements and mission objectivesBuild and integrate analytic tools and algorithms for imagery curation, acquisition, and chippingDesign methods and mechanisms to track, report, and monitor mission-specific objectives to maintain custody of training data prioritiesBuild software tools to manage labeling campaigns, including: Tracking unlabeled and labeled data and campaign statusTransferring label task information via API-based movement between platformsBuild software tools to: Filter and visualize data geospatiallyAllow feedback entry and data analysisIntegrate with existing data management platformsConduct analysis of overall data holdings to support development of performant AI/ML models satisfying operational user requirementsEvaluate, monitor, and provide recommendations on training, test, and validation data splits for effective model development and performance evaluationWhat You Must HaveActive TS/SCI Clearance with the ability to obtain a CI/PolyExperience working with AI/ML technologies and data systemsExperience working with multiple file types including: Geospatial file formatsJSON, XML, and related formatsExperience in quantitative analysis and data operations, including: Developing visualizations and processing complex data to create data-driven insightsData manipulation and ETL proceduresWorking knowledge of SQL and NoSQL database technologiesDevelopment experience in Python and other languages for data cleaning and manipulationWhat Would Be Nice to HaveExperience applying Natural Language Processing (NLP) algorithms to extract data from documentsExperience with enterprise NGA analytic modernization efforts such as SOM, Computer Vision, automated collection, or automated reporting, along with data standardization best practicesDemonstrated expertise in math, statistics, and quantitative analysis, including analytic techniques such as classification, regression, clustering, data reduction, and causal modelingPay Range: At GRVTY, we understand that compensation is influenced by many factors—such as geographic location, federal contract labor categories, wage rates, prior experience, skillsets, education, and certifications. We're proud to offer a work environment that empowers our team to achieve a strong work-life balance. GRVTY provides competitive pay, comprehensive benefits, and meaningful opportunities for professional growth. Our benefits package is designed to support the well-being of our employees and their families, and includes coverage in areas such as healthcare, financial wellness, retirement planning, family assistance, continued education, and paid time off.Virginia Pay Range$160,000 - $190,000 USDWhy Choose GRVTYThe toughest national security challenges demand vision and ingenuity, not just resources. We deliver mission and technical expertise to outpace our adversaries. We're purpose-built to tackle the most entrenched, systemic national security issues around the world.We partner with our customers to help them overcome challenges in every corner of technology and defense—including the ones still being explored. Our growing capabilities create complementary advantages, giving on-the-ground operations the edge they need to succeed. We muster everything we have to answer every challenge presented, every day of our lives.At GRVTY, we believe that when our employees thrive, our company thrives. That's why we offer a comprehensive and competitive benefits package designed to support your well-being, growth, and work-life balance.Robust health plan including medical, dental, and visionHealth Savings Account with company contributionAnnual Paid Time Off and Paid HolidaysPaid Parental Leave401k with generous company matchTraining and Development OpportunitiesAward ProgramsVariety of Company Sponsored EventsEEO StatementGRVTY, is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran and will not be discriminated against on the basis of disability.Anyone requiring reasonable accommodations should email View email address on click.appcast.io or call View phone number on click.appcast.io with requested details. A member of the HR team will respond to your request within 2 business days.Know Your Rights: Workplace Discrimination is Illegal (eeoc.gov)Please review our current job openings and apply for the positions you believe may be a fit. If you are not an immediate fit, we will also keep your resume in our database for future opportunities.