grvty · Falls Church, Virginia, United States
Skills: Python, SQL
What Impact You'll Have GRVTY 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 Owning Integrate emerging sensors and platforms into existing data pipelines and workflows, including: Developing pipelines and relevant data structures for emerging capabilities Incorporating new data types into existing data workflows Assess potential differences in metadata, data format, and data structure characteristics regarding changes to: Databases and schemas APIs and other ETL-related processes Ingestion and movement of data within the existing data operations pipelines Conduct analysis of how emerging data impacts overall program data holdings from the perspective of: Machine Learning model development Test and evaluation use cases Real-world operational use cases Evaluate and recommend solutions for partitioning new data types into training, test, and validation splits for effective ML model development and performance evaluation Lead the design and application of methods to identify, collect, process, and analyze large volumes of data to build and enhance products, processes, and systems Lead projects using advanced mathematical, statistical, and scientific techniques to: Examine complex mission and operational problems Create insights from data Build web scraping algorithms for imagery curation in accordance with customer data priorities…
Sign in to see the original posting
Browse more developer jobs on RoleBurst