Data Scientist
Guidehouse
- Location
- US VA McLean
- Work model
- On-Site
- Level
- Mid
- Salary
- $98k – $163k/yr
- Posted
- Aug 17, 2026
Skills
About this role
Job Family : Data Science Consulting Travel Required : Up to 10% Clearance Required : Active Secret What You Will Do : Develop predictive models and perform advanced analytics to address complex government mission challenges. Build, refine, and validate machine learning solutions supporting large scale data environments. Conduct exploratory data analysis, feature engineering, and model performance evaluations across structured and unstructured datasets. Implement end to end data science workflows, including data ingestion, transformation, modeling, and visualization. Collaborate closely with government stakeholders to translate mission needs into data driven solutions. Deliver reproducible, well documented analytical products aligned with government standards and review processes. Support government site analytics platforms and environments, including cloud based and distributed compute systems. Work within cross functional teams to integrate analytics into broader technical and operational architectures. What You Will Need : Active Secret clearance. Ability to work on site at a government facility in Washington, DC or Northern Virginia. Strong proficiency in Python for data analysis and machine learning. Experience with modern data science libraries (such as pandas, scikit learn, NumPy, or similar). Experience working with large datasets, including cleaning, transformation, and modeling. Ability to communicate analytical insights to technical and non technical stakeholders. Experience supporting government site analytics environments and workflows. What Would Be Nice To Have : Experience supporting both government site and contractor site environments. Familiarity with analytics workflows used in federal programs. Experience with data visualization tools or platforms. Background in statistics, mathematics, computer science, or related quantitative fields. The annual salary range for this position is $98,000.00-$163,000.00. Compensation decisions depend on a wide range of factors, including but not limited to skill sets, experience and training, security clearances, licensure and certifications, and other business and organizational needs. What We Offer : Guidehouse offers a comprehensive, total rewards package that includes competitive compensation and a flexible benefits package that reflects our commitment to creating a diverse and supportive workplace. Benefits include: Medical, Rx, Dental & Vision Insurance Personal and Family Sick Time & Company Paid Holidays Position may be eligible for a discretionary variable incentive bonus Parental Leave and Adoption Assistance 401(k) Retirement Plan Basic Life & Supplemental Life Health Savings Account, Dental/Vision & Dependent Care Flexible Spending Accounts Short-Term & Long-Term Disability Student Loan PayDown Tuition Reimbursement, Personal Development & Learning Opportunities Skills Development & Certifications Employee Referral Program Corporate Sponsored Events & Community Outreach Emergency Back-Up Childcare Program Mobility Stipend About Guidehouse Guidehouse is an Equal Opportunity Employer–Protected Veterans, Individuals with Disabilities or any other basis protected by law, ordinance, or regulation. Guidehouse will consider for employment qualified applicants with criminal histories in a manner consistent with the requirements of applicable law or ordinance including the Fair Chance Ordinance of Los Angeles and San Francisco. If you have visited our website for information about employment opportunities, or to apply for a position, and you require an accommodation, please contact Guidehouse Recruiting at 1-571-633-1711 or via email at RecruitingAccommodation@guidehouse.com . All information you provide will be kept confidential and will be used only to the extent required to provide needed reasonable accommodation. All communication regarding recruitment for a Guidehouse position will be sent from Guidehouse email domains including @guidehouse.com or