AI Data Analysis and Metrics Lead at General Dynamics in Falls Church, VA

Job description

Type of Requisition: Regular Clearance Level Must Currently Possess: None Clearance Level Must Be Able to Obtain: Secret Public Trust/Other Required: None Job Family: Technical Solutions Job Qualifications: Skills: Basis of Estimate (BOE), Data Analytics, Data Metrics, Data Tools, Data Visualization Certifications: None Experience: 10 + years of related experience US Citizenship Required: Yes Job Description: GDIT is seeking a Solutions Architect Sr Principal, an AI Data Analysis and Metrics Lead, to join our Strategic Estimation team. The Strategic Estimation Team includes our expert Estimators and our Estimation Practice, where we support Solution Architects and use AI tools and data from analogous programs and industry benchmark tools (like SEER) to support creation of Estimates and Basis of Estimates (BOE) for our highest priority and cutting-edge technical opportunities. You will be responsible for GDIT Metrics: data gathering, data analysis, data visualization, with a focus on the use of AI (Artificial Intelligence) and automation to support these efforts. You will also be responsible for BOE (Basis of Estimates) and technology estimation. You will work closely with our AI COE (Center of Excellence), our Luna AI team, and other technology SME’s, in execution of your data, metrics, and technology estimation mission and as a part of OCTO, Office of the Chief Technology Officer of GDIT. With a career in AI Data Analysis, Visualization, Metrics, and technology cost modeling / estimation, you’ll make GDIT data metrics and technology estimation your priority and we’ll make your career growth ours. HOW YOU WILL MAKE AN IMPACT : Lead GDIT Metrics gathering and hands-on Data Requirements, Data Gathering, Data Analysis and Data Visualization efforts, including extensive, daily use of AI and automation. Provide Basis of Estimate (BOE) and technology estimation expertise including supporting proposal teams with estimation, metrics and AI models. Execute Data Analysis and provide data-backed recommendations to inform strategic decision-making and optimize business processes. Measure and track the impact of data-driven initiatives with key performance indicators, building data visualizations and dashboards. Drive Creation of automated scripting tools (directly and in collaboration with our technology SMEs) and use these automated scripting tools and workflows to increase speed of data metrics collection; lead our efforts to refine data metrics collection and agentic AI tool use. Partner with our estimators, solution architects and growth teams from across GDIT divisions, and other business stakeholders to understand their data metric needs and work to translate them into data-driven solutions, centered in AI and Machine Learning. Provide technology estimation expertise. Collaborate with Program, Capture and Solution teams to identify, benchmark and collect relevant estimating metrics in standardized formats, to include automation. Review and analyze collected data metrics, prepare recommendations, reports and visualizations Work with our Estimators and data analysis experts to cleanse, prepare and analyze large datasets to identify patterns, trends and anomalies. Utilize statistical techniques and data mining algorithms to extract actionable insights. Develop compelling data visualizations to communicate findings to technical and non-technical audiences. Models: Oversee build and deploy predictive models using machine learning techniques (e.g. regression, classification, clustering) and AI modeling. Evaluate model performance, iterate improvements, and ensure model reliability. Collaborate with other engineers and experts to integrate models into production systems. Support the entire estimating team and estimating practice at GDIT by providing data models, parametric models and analogous metric program data using technology estimation expertise combined with data analysis, automation and AI tools. Train and use SEER-IT or similar ind