More jobs:
QA Data Scientist
Job in
McLean, Fairfax County, Virginia, USA
Listed on 2026-10-23
Listing for:
KPMG
Full Time
position Listed on 2026-10-23
Job specializations:
-
IT/Tech
Data Analyst, Data Scientist
Job Description & How to Apply Below
360 and others. If you're as passionate about your future as we are, join our team.
KPMG is currently seeking a QA Data Scientist to join our Federal Advisory team.
Responsibilities:
Own the development, maintenance, and analysis of Process Performance Baselines (PPBs) and Process Performance Models (PPMs), including the use of parametric estimation tools (for example, SLIM)
Lead advanced statistical analysis, including control charting (for example, QI Macros), Gage R&R, regression, and predictive modeling on quantitative project data Drive Causal Analysis and Resolution (CAR) and other high maturity practices with data-driven insights
Perform Function Point Analysis (FPA) to normalize project size data for use in organizational metrics and models
Design and maintain dashboards, reports, and visualizations that support statistical management and decision-making for project teams and leadership
Collaborate closely with process specialists and project teams to refine metrics, validate data, and interpret results to accelerate continuous improvement
Act with integrity, professionalism, and personal responsibility to contribute to KPMG's respectful and high-performing work environment
Qualifications:
Minimum three years of recent direct, hands-on experience applying CMMI High Maturity (ML4/ML5) practices, including work with PPBs, PPMs, and Statistical Process Control (SPC)
Bachelor's or Master's degree from an accredited college or university in statistics, data science, mathematics, industrial engineering, or a related quantitative field
Proficiency with QI Macros or equivalent statistical software; experience with SLIM or similar parametric estimation tools is a strong plus Direct experience as a participant in a successful CMMI High Maturity appraisal is required
Hands-on experience applying quantitative practices in a CMMI environment across both the Development (DEV) and Services (SVC) models is required; demonstrated, hands-on experience performing Function Point Analysis (FPA) for project sizing
Excellent analytical and communication skills, with a proven ability to translate complex data into actionable insights for stakeholders; experience in federal contracting is highly desirable
Applicants must be authorized to work in the U.S. without the need for employment-based visa sponsorship now or in the future; KPMG LLP will not sponsor applicants for U.S. work visa status for this opportunity (no sponsorship is available for H-1B, L-1, TN, O-1, E-3, H-1B1, F-1, J-1, OPT, CPT or any other employment-based visa)
KPMG LLP and its subsidiaries (“KPMG”) complies with all local/state regulations regarding displaying salary ranges. If required, the ranges displayed below or via the URL below are specifically for those potential hires who will work in the location(s) listed. Any offered salary is determined based on relevant factors such as applicant's skills, job responsibilities, prior relevant experience, certain degrees and certifications and market considerations.
In addition, KPMG is proud to offer a comprehensive, competitive benefits package, with options designed to help you make the best decisions for yourself, your family, and your lifestyle.…
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