Peraton is seeking an AI/ML Systems Support professional to provide technical expertise in application support, systems administration, and customer support for the Integrated Realtime Information System (IRIS)—a cutting‑edge, AI‑powered decision‑support platform.
Location: Reston, VA. Flexible for remote/telework – must be local to work location and able to come on site as needed.
What You’ll Do
- Support mission‑critical analytical capabilities for defense and intelligence customers by resolving user issues, coordinating application maintenance, and ensuring database and data integrity across the IRIS ecosystem.
- Evaluate enhancements to existing platform systems, facilitate defect resolution, write and maintain SQL queries in live and test environments, and produce technical documentation for IRIS applications.
- Apply strong software fundamentals and database management skills to translate evolving user requirements into application modifications.
- Work with advanced AI/ML technologies while contributing to customer satisfaction and product quality.
- Provide technical expertise and customer service for IRIS systems, including user account management, technical support requests, system diagnostics, and documentation updates.
- Investigate and resolve application functionality issues across the IRIS technology stack, including the web application layer, infrastructure layer (AWS GovCloud IL5/IL6, AWS commercial), and data integration layer.
- Coordinate technical support operations, documenting system workflows and troubleshooting procedures for issues such as AI/ML feature functionality and data‑pipeline performance optimization.
- Analyze data within IRIS PostgreSQL databases, identify data‑integrity issues, and implement solutions across live and test environments.
- Provide SQL administration, including query development, optimization, and troubleshooting to support IRIS analytical capabilities.
- Identify opportunities to improve business‑process efficiency through application enhancements, automation, and workflow optimization.
- Troubleshoot technical issues and recommend application modifications to meet changing user requirements.
- Provide minor programming support for IRIS improvements using Python, JavaScript, or related technologies to enhance platform functionality and automate operational tasks.
- Write and maintain technical procedures and documentation, including operations guides, user guides, system architecture documentation, and API documentation.
- Participate in product planning and contribute to the design phase of new IRIS software development, validating solutions in test environments and supporting deployment to production.
- Assist network administrators with application deployment and testing across IRIS environments, including RBAC configuration, system integration, and platform deployment activities.
- Serve as a liaison between customers, business units, and technical teams to resolve application issues and translate user needs into actionable technical requirements.