Computer Scientist - Object Intelligence; OBI Analytic Efficiency

Computer Scientist - Object Based Intelligence (OBI) Analytic Efficiency

Job Location s: US-VA-Herndon | US-VA-Reston

Requisition :

Position Category:
Scientific, Research & Analysis

Clearance:
Top Secret/SCI w/Poly

Peraton is a next-generation national security company that drives missions of consequence spanning the globe and extending to the farthest reaches of the galaxy. As the world's leading mission capability integrator and transformative enterprise IT provider, we deliver trusted, highly differentiated solutions and technologies to protect our nation and allies. Peraton operates at the critical nexus between traditional and nontraditional threats across all domains: land, sea, space, air, and cyberspace.

The company serves as a valued partner to essential government agencies and supports every branch of the U.S. armed forces. Each day, our employees do the can't be done by solving the most daunting challenges facing our customers. Visit  to learn how we're keeping people around the world safe and secure.

Peraton has an opportunity for you to join our military intelligence program(s) of record to deliver, operate and sustain modernized, transformed data science/data analysis environments worldwide that enable speedy and precise decision making for warfighters.

The Computer Scientist – Object Based Intelligence (OBI) Analytic Efficiency utilizes expertise in designing, developing, and maintaining data systems and software to create and maintain these systems, develop new technologies and algorithms, and solve complex computing and data system problems. This position will focus on OBI Analytic Efficiency. Responsibilities are but not limited to:

Computer Science specific:

• Employ mathematics, statistics, information science, artificial intelligence, machine learning, network science, probability modeling, data mining, data engineering, data warehousing, data compression, data protection, and/or other scientific techniques.
• Correlate complex, technical findings into graphical, written, visual and verbal narrative products.
• Assess trends for existing data to identify and leverage other data sources.
• Develop and utilize machine learning and data mining algorithms, including but not limited to, Multiple Information Model Synthesis Architecture (MIMOSA) prediction algorithms based on open-source capabilities.
• Integrate or code algorithms to support Government intelligence search and discovery missions.
• Make best practice recommendations on managing data within hardware, software, storage, and bandwidth constraints.
• Employ data science techniques to support predictive analysis, social media and crowd‑source data analytics, wargaming, and strategy development.
• Employ exploratory analysis and rapid iteration techniques of large volumes of data.
• Prepare products to describe and document findings and activities.

OBI specifically supports the Senior and Mid‑Level Computer Scientists in performing the following:

• Ensure compliance with tradecraft standards and adherence to best practices in system development and deployment.
• Assess OBI documentation for completeness, accuracy, and thoroughness, and provide detailed feedback to owners and developers.
• Maintain a repository of OBI documentation to facilitate knowledge sharing and best practices across the organization.
• Collaborate with team members to identify and implement practices for responsible Artificial Intelligence development, including bias detection, hallucination recognition, prompt fairness testing, adherence to analytic tradecraft standards and security policies.
• Provide consultation and guidance to owners, developers, and stakeholders on OBI governance and knowledge modeling, including best practices for system development, testing, and deployment.
• Collaborate with team members to develop and refine semantic data retrieval and reasoning across knowledge graphs through development and optimization of data queries via multiple protocols (e.g., Graph
  
  QL, SPARQL, SHACL, SQL).
• Collaborate with product owners and developers to identify and address potential issues or gaps in OBI documentation.
• Develop and deliver training materials…