Data Cost Modeling Engineer

USA VA Falls Church - 3150 Fairview Park Dr (VAS095), United States

General Dynamics Information Technology

Delivering consulting, technology and mission services to every major agency across the U.S. government, defense and intelligence community.

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Type of Requisition:

Regular

Clearance Level Must Currently Possess:

None

Clearance Level Must Be Able to Obtain:

None

Public Trust/Other Required:

None

Job Family:

Solutions Architect

Job Qualifications:

Skills:

Cost Modeling, Data Analytics, Data Modeling, Machine Learning, Visualizations

Certifications:

None

Experience:

15 + years of related experience

US Citizenship Required:

No

Job Description:

We are GDIT. The people supporting some of the most complex government, defense, and intelligence projects across the country. We deliver. Bringing the expertise needed to understand and advance critical missions. We transform. Shifting the ways clients invest in, integrate, and innovate technology solutions. We ensure today is safe and tomorrow is smarter. We are there. On the ground, beside our clients, in the lab, and everywhere in between. Offering the technology transformations, strategy, and mission services needed to get the job done.

GDIT is seeking a Data Cost Modeling Engineer / Solution Expert to join our Strategic Estimation team. The Strategic Estimation Team includes our expert Estimators and our Estimation Practice, where we use 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 data collection, data analysis and leading our efforts to continue to refine our analogous program data and use of AI (Artificial Intelligence) and automation to support these efforts. You will work closely with our Luna AI team, and other technology SME’s, in execution of your mission and as a part of OCTO, Office of the Chief Technology Officer of GDIT. With a career in Data Metrics, AI and cost modeling / estimation, you’ll make GDIT data metrics and automation your priority and we’ll make your career growth ours.

HOW YOU WILL MAKE AN IMPACT:

  • Partner with our estimators and other business stakeholders to understand their data metric needs and translate them into data-driven solutions, centered in AI and Machine Learning
  • 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
  • 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
  • Create and use automated scripting tools and workflows to increase speed of metrics collection; lead our efforts to refine data metrics collection and AI tool use
  • 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: Build and deploy predictive models using machine learning techniques (e.g. regression, classification, clustering). Evaluate model performance, iterate on improvements, and ensure model reliability. Collaborate with engineers to integrate models into production systems.
  • Support estimating activities on large and complex proposals, by providing data models, parametric models and analogous metric program data using data analysis, automation and AI tools
  • Research industry trends in data metrics analysis and tools and collaborate with others to implement approved recommendations
  • Develop and deliver training on use of data metrics and automated estimation tools

WHAT YOU’LL NEED TO SUCCEED:

  • Bachelor's degree in STEM-related field (IT, Data Analytics, Computer Science, Engineering, etc.) plus 15+ years of related experience; OR in lieu of degree, an additional 4 years of related experience will be considered.
  • 10+ Years Experience in IT Technology – large complex Enterprise IT Solutions (AI, data, data centers, cloud, networks, quantum, etc.), including knowledge of data operating in cloud platforms (AWS, MS Azure, GCP, etc.)
  • Minimum 5+ years’ Data Management - experience related to Data Management or Data Science, including Data analysis and correlation, data management, data mining, schema design, data lakes, metadata use and statistical modeling
  • Experience with Pattern recognition and predictive modeling  and correlation
  • Experience with AB Testing, multi-variable analysis
  • Experience with Scripting tools (Python, R, PowerShell, etc.) and with AI tools, and experience with data manipulation tools like SQL or Pandas
  • Experience with metrics based estimating methodologies
  • Excellent leadership and mentorship skills; ability to work collaboratively with others at all levels, contribute to a positive team and company culture, creatively problem solve and thrive on tackling technical IT challenges
  • At least two technical certifications in a related IT technology field (Security+, Network+, CCSP, CEH, CCNA, CCNP, CCIE, AWS Certified Cloud Practitioner, AWS Certified DevOps Engineer Professional, Microsoft Technology, Microsoft Power Automate (RPA) Developer, SharePoint, etc.)
  • Strong Oral and written communication, critical thinking, and creative problem-solving abilities
  • MS Office Suite (Teams, Word, Excel, PowerPoint, Outlook, etc.)
  • Advanced MS Excel and SharePoint
  • Ability to write clearly and precisely and with meticulous attention to detail
  • Location: Hybrid - Falls Church, VA (role requires on-site Falls Church, VA client/team meetings regularly)
  • US Person required

Preferred Qualifications:

  • Microsoft Power Automate (RPA) Developer Associate or similar certification
  • Experience with Machine Learning frameworks (TensorFlow, PyTorch, Scikit-learn)
  • IT cost estimation Experience in a technical, program control, or project management capacity – Estimates, ROMs or Basis of Estimates (BOEs)  and/or Parametric cost estimation tool experience (SEER, QSM, TruePlanning or others)
  • Secret or higher Clearance preferred


GDIT IS YOUR PLACE:
● Full-flex work week to own your priorities at work and at home
● 401K with company match
● Comprehensive health and wellness packages
● Internal mobility team dedicated to helping you own your career
● Professional growth opportunities including paid education and certifications
● Cutting-edge technology you can learn from
● Rest and recharge with paid vacation and holidays

The likely salary range for this position is $161,158 - $195,500. This is not, however, a guarantee of compensation or salary. Rather, salary will be set based on experience, geographic location and possibly contractual requirements and could fall outside of this range.

Scheduled Weekly Hours:

40

Travel Required:

10-25%

Telecommuting Options:

Hybrid

Work Location:

USA VA Falls Church

Additional Work Locations:

Total Rewards at GDIT:

Our benefits package for all US-based employees includes a variety of medical plan options, some with Health Savings Accounts, dental plan options, a vision plan, and a 401(k) plan offering the ability to contribute both pre and post-tax dollars up to the IRS annual limits and receive a company match. To encourage work/life balance, GDIT offers employees full flex work weeks where possible and a variety of paid time off plans, including vacation, sick and personal time, holidays, paid parental, military, bereavement and jury duty leave. To ensure our employees are able to protect their income, other offerings such as short and long-term disability benefits, life, accidental death and dismemberment, personal accident, critical illness and business travel and accident insurance are provided or available. We regularly review our Total Rewards package to ensure our offerings are competitive and reflect what our employees have told us they value most.

We are GDIT. A global technology and professional services company that delivers consulting, technology and mission services to every major agency across the U.S. government, defense and intelligence community. Our 30,000 experts extract the power of technology to create immediate value and deliver solutions at the edge of innovation. We operate across 30 countries worldwide, offering leading capabilities in digital modernization, AI/ML, Cloud, Cyber and application development. Together with our clients, we strive to create a safer, smarter world by harnessing the power of deep expertise and advanced technology.

We connect people with the most impactful client missions, creating an unparalleled work experience that allows them to see their impact every day. We create opportunities for our people to lead and learn simultaneously. From securing our nation’s most sensitive systems, to enabling digital transformation and cloud adoption, our people are the ones who make change real.

Equal Opportunity Employer / Individuals with Disabilities / Protected Veterans
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Category: Engineering Jobs

Tags: AWS Azure Classification Clustering Computer Science Consulting Data analysis Data Analytics Data management Data Mining DevOps Engineering Excel GCP Machine Learning Pandas Predictive modeling Python PyTorch R Research Robotics RPA Scikit-learn Security SharePoint SQL Statistical modeling Statistics STEM TensorFlow Testing

Perks/benefits: 401(k) matching Career development Competitive pay Flex hours Health care Home office stipend Insurance Medical leave Parental leave Wellness

Region: North America
Country: United States

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