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Data Scientist

Pay
Pay not listedSimilar roles state $118K–$194K
Work setting
Not stated
Employment
Full-time — employment source
Employment type in the employer’s posting: Full time
From the employer’s posting

Before you apply

Work authorization
Citizens onlyAn ACTIVE and MAINTAINED TOP SECRET Federal or DoD security clearance

What you’ll work on

Full posting
  • Fuse and resolve entities across FinCEN, open-source and geospatial datasets

  • Build and maintain data models, algorithms and automated analytical workflows

  • Clean and analyze large datasets using Python, R and SQL

  • Design Power BI dashboards and visualizations to communicate insights

  • Identify patterns, trends and anomalies to support investigations

From the employer’s posting
Performing data fusion and entity resolution across disparate systems and datasets
Developing and maintaining data models, algorithms, and automated processes to support investigative and analytical workflows
Collecting, cleaning, transforming, and analyzing large datasets using tools such as Python, R, and SQL
Designing and developing data visualization and dashboard solutions (e.g., Power BI) to communicate analytical insights
Identifying patterns, trends, and anomalies to support investigative efforts and operational decision-making

What you’ll bring

All qualifications

Preferred experience

  • 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)
Qualification wording
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)
Education & alternatives
- 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

About Guidehouse

Guidehouse is an Equal Opportunity Employer–Protected Veterans, Individuals with Disabilities or any other basis protected by law, ordinance, or regulation.

In the employer’s words · Read in context

Apply at Guidehouse

Posting record

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Status in our records
Live
First seen by us
Oct 14, 202624 days ago
Recorded sightings
65
Last seen by us
Nov 8, 2026

These dates show when we found the posting. Check the employer’s website to confirm it is still accepting applications.

How this job compares

Pay

$118K–$194K is typical

The middle half of what similar US postings state. This one doesn’t list pay.

From 3,757 postings in the last year. Stated ranges, not salaries paid.

Time since we first saw it

Day 24

Similar jobs usually come down between day 7 and day 57.

At Guidehouse, jobs usually come down by about day 31.

From 10,578 similar postings that came down, and 142 of Guidehouse’s. Coming down is not always a hire.

Guidehouse is hiring

105 open jobs

Open jobs by the week we first saw them, last 12 weeks.

  • Takes jobs down at a usual pace
  • 6% of open jobs were reposted
Hiring record

See how this role fits your experience

Add your resume and we’ll mark which of these tools you already use, and point out anything in the posting that could rule you out.

  • Python
  • R
  • SQL
  • Power BI
Where the posting names them
- 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
- 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
- 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)

Your next step

Complete your application on guidehouse.wd1.myworkdayjobs.com. The employer’s form will show what is required.

Applying through Workday

  • You create an account with each employer before you can upload anything. Every Workday employer has its own account, so one sign-up doesn’t carry over.
  • “Autofill with Resume” comes right after sign-in, before the My Information and My Experience steps. Check every field it fills in those steps, since that’s what recruiters see.
  • Your application status lives in that employer’s Candidate Home, under the same sign-in.

Already applied? Track this application

Has Guidehouse posted this job before?

Yes. We’ve followed 18 other Data Scientist jobs there since August 2026. 9 came down, usually after about 15 days. 9 are still up.

  1. ArlingtonCame down after 20 days, first seen Sep 22
  2. ArlingtonCame down after 15 days, first seen Sep 24
  3. NorfolkStill up after 37 days, first seen Oct 2
  4. ArlingtonCame down after 10 days, first seen Oct 5
  5. ArlingtonStill up after 32 days, first seen Oct 7
  6. ArlingtonStill up after 32 days, first seen Oct 7
  7. This jobUp 25 days so far, first seen Oct 14
  8. NorfolkCame down after 2 days, first seen Oct 21
  9. NorfolkStill up after 12 days, first seen Oct 27

Large employers often post one title for several teams, so these can be separate openings.

Demand for Data Scientist roles

New Data Scientist postings at the employers we follow are down 3% over the last 5 weeks compared with the 5 before.

Weekly new Data Scientist postings at the same employers, from the week of August 17 to the week of October 26. The fewest in a week was 1,411, the most 2,973, and the latest week had 1,803.
August 17Last week

Each bar is one week of new postings. The darkest bars are the last 5 weeks.

Counted from the hiring pages we’ve followed for at least five weeks, so employers we add don’t look like growth. Updated weekly.

About the role

We file this job under Data Scientist, by the work the posting describes.

Data scientists use statistics and models to answer harder questions, such as whether a change worked, what demand will look like next quarter, or which customers are likely to leave.

Postings usually ask for Python or R, SQL, statistics, experiment design and common machine learning methods.

Unlike an ML engineer, a data scientist's main output is often an analysis or a first model, not software running inside a product.

US government figures for data scientists

Median yearly pay, May 2025
$120,230
Expected change, 2025 to 2035
34.6% more jobsagainst 3.5% for all jobs

Source: US Bureau of Labor Statistics, Occupational Employment and Wage Statistics (May 2025) and Employment Projections (2025 to 2035). Occupation code 15-2051.

Job description

View original posting ↗

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 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 guidehouse@myworkday.com.  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 the recruitment process and does not collect fees from educational institutions for participation in a recruitment event. Never provide your banking information to a third party purporting to need that information to proceed in the hiring process.

If any person or organization demands money related to a job opportunity with Guidehouse, please report the matter to Guidehouse’s Ethics Hotline. If you want to check the validity of correspondence you have received, please contact recruiting@guidehouse.com. Guidehouse is not responsible for losses incurred (monetary or otherwise) from an applicant’s dealings with unauthorized third parties.

Guidehouse does not accept unsolicited resumes through or from search firms or staffing agencies. All unsolicited resumes will be considered the property of Guidehouse and Guidehouse will not be obligated to pay a placement fee.

Source details

View original posting ↗

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Pay

No pay amount identified in the saved description.

Location & working pattern

US - TX, Houston

Working pattern and location restrictions need checking in the full posting.

Work authorization
What You Will Need: - An ACTIVE and MAINTAINED "TOP SECRET" Federal or DoD security clearance. - Bachelor’s degree

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