Data Scientist

Guidehouse Inc.; Houston (TX); On-site; USD 120,000 - 160,000; Full time

Benefits offered by this job

Medical, Rx, Dental & Vision Insurance

401(k) Retirement Plan

Tuition Reimbursement

Mobility Stipend

Employee Referral Program

Job summary

Guidehouse is seeking a Data Scientist to join our AI & Data Defense and Security Segment, supporting DHS programs. You will fuse structured and unstructured data from FinCEN, open sources, and ArcGIS to build automated workflows and models that enhance investigative efficiency.

You will collect, clean, and analyze large datasets with Python, R, and SQL, develop data visualizations with Power BI, ensure data governance, and present results to both technical and non-technical stakeholders.

Qualifications

• Active and maintained Top Secret clearance.
• Bachelor's degree.
• Three or more years of experience in data science, data analytics, or consulting.

Responsibilities

• Integrate and analyze data sets (FinCEN, Open Source, ArcGIS, etc.).
• Collect, clean, transform, and analyze large datasets using Python, R and SQL.
• Design and develop data visualizations and dashboards (Power BI).
• Develop and maintain data models, algorithms and automated processes.

Skills

Analytical thinking

Problem solving

Communication skills

Data governance awareness

Education

Bachelor's degree

Tools

Python

R

SQL

Power BI

ArcGIS

ETL/ELT tools

Job description

Job Family : Data Science Consulting

Travel Required : Up to 10%

Clearance Required : Active Top Secret (TS)

What You Will Do :

Guidehouse is seeking a Data Scientist to join our AI & Data Defense and Security Segment in support of Department of Homeland Security (DHS) programs. This role will directly support a multi-disciplinary fusion cell, collaborating with All-Source Analysts, GEOINT and SIGINT Analysts, a Forensic Accountant, and a Cryptocurrency Subject Matter Expert to integrate and analyze diverse data sets. The Data Scientist will be responsible for fusing structured and unstructured data sources (e.g., FinCEN, open-source intelligence, geospatial data platforms such as ArcGIS) and developing automated analytical workflows and models to enhance investigative efficiency and insight generation.

Responsibilities include, but are not limited to:

• Supporting a fusion cell by integrating and analyzing data sets (FinCEN, Open Source, ArcGIS, etc.)
• Collecting, cleaning, transforming, and analyzing large datasets using tools such as Python, R, and SQL
• Performing data fusion and entity resolution across disparate systems and datasets
• Designing and developing data visualization and dashboard solutions (e.g., Power BI) to communicate analytical insights
• Developing and maintaining data models, algorithms, and automated processes to support investigative and analytical workflows
• Identifying patterns, trends, and anomalies to support investigative efforts and operational decision-making
• Ensuring data governance, quality assurance, and validation standards are met
• Analyzing existing processes and identifying opportunities for automation and optimization
• Collaborating with cross-functional team members to translate analytical findings into insights
• Summarizing and presenting results and recommendations through written reports and briefings

What You Will Need :

• An ACTIVE and MAINTAINED "TOP SECRET" Federal or DoD security clearance.
• Bachelor's degree
• THREE (3) or more years of experience in data science, data analytics, or consulting

What Would Be Nice To Have :

• Five (5) years of experience in data science and data analytics
• Experience supporting law enforcement, intelligence, or investigative environments
• Experience working in or supporting a fusion cell or intelligence analysis team
• Proficiency with data visualization tools such as Power BI
• Experience with geospatial data and tools (e.g., ArcGIS)
• Familiarity with financial and/or cryptocurrency data analysis
• Knowledge of ETL/ELT processes and data integration tools
• Experience in process automation, optimization, and operational analytics
• Strong analytical thinking, problem-solving, and communication skills
• Experience conducting data validation, data quality assessments, and query optimization
• Ability to translate complex data into clear, actionable insights for technical and non-technical stakeholders

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 AccountsShort-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 [e-mail] . 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 [e-mail] . Correspondence received by an applicant from any other domain should be considered unauthorized and will not be honored by Guidehouse. Note that Guidehouse will never charge a fee or require a money transfer at any stage of th