AI Data Analysis and Metrics Lead

General Dynamics IT; Falls Church (VA); Sur place; USD 170 000 - 230 000; Plein temps

Résumé du poste

General Dynamics Information Technology, Inc. seeks a Sr Principal Solutions Architect, AI Data Analysis and Metrics Lead, to join the Strategic Estimation team in Falls Church, VA.

You will drive data gathering, analysis, and visualization efforts with AI tools, develop BOEs, and lead automated metric workflows to support strategic estimates and proposals. You will collaborate with the AI COE, Luna AI team, and other SMEs to design data-driven solutions, build predictive models, and ensure

Qualifications

• 10+ years of IT technology experience across AI, data, cloud, networks, and enterprise solutions.
• Experience with data gathering, analysis, visualization, and AI tools for metrics and BOE.
• Experience creating Basis of Estimates (BOEs) and staffing rationale for large deals (>$100M).
• Strong ability to lead data-driven initiatives and collaborate with cross-functional teams.

Responsabilités

• Lead data requirements, data gathering, analysis, and visualization efforts with extensive AI usage.
• Provide BOE and technology estimation expertise to proposal teams.
• Execute data analysis and deliver data-backed recommendations; create dashboards and metrics visualizations.
• Develop automated scripting tools to increase data metrics collection speed and accuracy.
• Collaborate with Estimators, Solution Architects, and growth teams to translate data needs into AI-driven solutions.
• Work with Estimators and data teams to cleanse and analyze large datasets and extract actionable insights.
• Oversee predictive modeling using ML techniques and ensure model reliability in production.

Connaissances

Data analysis

Data visualization

AI workflows

Leadership

Communication

Critical thinking

Problem solving

Formation

Bachelor's degree in STEM fields

Outils

Tableau

Minerva

SharePoint

Excel

Python

R

PowerShell

ChatGPT

Description du poste

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 industry benchmark models to provide metric data.
• Create and execute a communications plan and schedule for involving key stakeholders across divisions at critical points with pilots, trainings, demos and more.
• Partner with our L&D team to develop and deliver training on use of data metrics and automated estimation tools, including live sessions and prerecorded trainings. Research industry trends in data metrics analysis and tools and collaborate with others to implement approved recommendations
• Schedule, facilitate and lead meetings that drive Data Metrics Collection and AI Estimation Tool progress. Maintain and upgrade the Metrics Repository. Create and maintain a Metrics Collection schedule, Metrics AI tool schedule, artifacts and SharePoint pages on our Metrics Repository and information.
• Special projects as assigned.

WHAT YOU'LL NEED TO SUCCEED:

• Bachelor's degree in STEM-related field (IT, Data Analytics, Computer Science, Engineering, etc.) required
• 10+ Years of related experience in IT Technology, Solutioning and Delivering Enterprise IT Technology to federal customers – large complex Enterprise IT Solutions (AI, data, data centers, cloud, networks, etc.). This support includes multiple customers and federal agencies, breadth of background and experience.
• 5+ Years Experience Solutioning Enterprise IT Technology to federal customers – large complex Enterprise IT Solutions (AI, data, data centers, cloud, networks, etc.) on deals $100M+.
• 3+ Years Experience with technology estimation and creation of BOEs (Basis of Estimates) and related Staffing Rationale for large Enterprise opportunities and recompete programs.
• Experience with Data Gathering, Data Analysis, Data Visualization, and AI and Data tools, including agentic AI workflows. Passion for a data-driven culture, including Data Analysis and using data to drive business value and strategy.
• Depth of experience with MS Excel and M365 and with migrating/translating data into useful formats for analysis, use and reporting
• Experience with SharePoint, Visualization tools (like Tableau or Minerva) and with using AI / Scripting tools (Python, R, PowerShell, ChatGPT, etc.)
• Good leadership, mentorship and soft skills are a must; ability to work collaboratively with others at all levels, contribute to a positive team and company culture, creatively problem solve and thrive on tackling process and IT challenges with AI and fresh perspective.
• Strong Oral and written communication, critical thinking, and creative problem-solving abilities
• Ability to write clearly and precisely and with meticulous attention to detail, and to communicate at all levels within a company.
• Technical certifications related to IT technologies required; ITIL or PMP certification beneficial.
• U.S. Citizen required
• Ability to obtain and maintain a Secret Clearance

GDIT IS YOUR PLACE
At GDIT, the mission is our purpose, and our people are at the center of everything we do.
Growth: AI-powered career tool that identifies career steps and learning opportunities
Support: An internal mobility team focused on helping you achieve your career goals
Rewards: Comprehensive benefits and wellness packages, 401K with company match, and competitive pay and paid time off
Community: Award-winning culture of innovation and a military-friendly workplace
OWN YOUR OPPORTUNITY
Explore a career in cyber at GDIT and you'll find endless opportunities to grow alongside colleagues who share your focus on defending and protecting what matters.