Data Scientist

GuidehouseTysons Corner, VA
Onsite

About The Position

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.

Requirements

  • 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.

Nice To Haves

  • 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.

Responsibilities

  • 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.

Benefits

  • Medical, Rx, Dental & Vision Insurance
  • Personal and Family Sick Time & Company Paid Holidays
  • 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
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