Exploitation Specialist / Data Analyst, Mid

Avalore, LLC•Springfield, VA

1d•$140,000 - $170,000•Onsite

About The Position

This role is contingent upon award. Avalore, LLC is seeking an Exploitation Specialist / Data Analyst, Mid to support Department of War (DoW) customers in Springfield, VA. The Exploitation Specialist / Data Scientist, Expert shall support the maintenance of data holdings, ensure compliance to data standards, and perform quantitative analysis of data. Data analysis will involve transforming data, developing visuals to assist with data understanding, and conducting analysis to make recommendations on data strategies to improve Machine Learning (ML) model development. Additional activities include working with the team to enhance workflows, automate standard processes, and create efficient processes that result in greater preprocessing productivity. The role involves leading and conducting projects using advanced mathematical, statistical, and scientific techniques and principles to examine complex missions and operational problems and create insights from data. Support is provided for data analytics, data cleaning, analyst workflow efficiencies, and transformation supporting Extract, Transform, and Load (ETL) capabilities. Statistical and analytic methods are applied to support answering intelligence questions, mission requirements, and advanced data analysis. The role includes building lightweight analytic tools to visualize data metrics and assess progress of data preprocessing efforts against Government goals. Methods and mechanisms are designed to track, report, and monitor data to ensure pipeline movements are timely and support all necessary processes. A system is developed to provide automated checks on data and processes to guarantee continuous pipeline support. Non-standard data and data in formats that are new within the Data Management Platform (DMP) are ingested and rectified for integration and curation. Data dictionaries are generated and managed to ensure information stays updated as data tables change. Data analysis expertise is provided for assistance in determining if imagery curation techniques and strategies are effective in identifying images of value (e.g., containing objects of interest or specific imagery characteristics).

Requirements

TS/SCI with CI Poly Eligibility
Experience preparing data, performing statistical analysis, and applying tools and algorithms to gain insights from large, complex geospatial datasets
Experience with programming languages and tools such as Python, R, SQL, GIS, or Tableau
Experience developing visualizations to communicate analytical results and to assist technical and non-technical audiences in understanding information from large datasets

Nice To Haves

Experience working in AI/ML-relevant fields related to imagery exploitation

Responsibilities

Support the maintenance of data holdings
Ensure compliance to data standards
Perform quantitative analysis of data
Transform data
Develop visuals to assist with data understanding
Conduct analysis to make recommendations on data strategies to improve Machine Learning (ML) model development
Work with team to enhance workflows, automate standard processes, and create efficient processes that result in greater preprocessing productivity
Lead and conduct projects using advanced mathematical, statistical, and scientific techniques and principles to examine complex missions and operational problems and create insights from data
Support data analytics, data cleaning, analyst workflow efficiencies, and transformation supporting Extract, Transform, and Load (ETL) capabilities
Apply statistical and analytic methods to support answering intelligence questions, mission requirements, and advanced data analysis
Build lightweight analytic tools to visualize data metrics and assess progress of data preprocessing efforts against Government goals
Design methods and mechanisms to track, report, and monitor data in order to ensure pipeline movements are timely and support all necessary processes
Develop system to provide automated checks on data and processes to guarantee continuous pipeline support
Ingest and rectify non-standard data and data in formats that are new within the Data Management Platform (DMP), for integration and curation
Generate and manage data dictionaries to ensure information stays updated as data tables change
Provide data analysis expertise for assistance in determining if imagery curation techniques and strategies are effective in identifying images of value ( e.g., containing objects of interest or specific imagery characteristics)