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Guidehouse

Data Scientist- Financial Investigation

mclean, VA

Check who can apply and the requirements below before continuing.

About this opportunity

Guidehouse lists this Data Scientist- Financial Investigation opportunity in mclean, Virginia. Review the employer’s description below for duties, qualifications and application requirements.

Job description

Job Family

Risk & Regulatory Compliance Consulting

Travel Required

Up to 10%

Clearance Required

Active Secret

What You Will Do

Lead analytical workstreams supporting complex financial crime investigations and enforcement matters.

Apply advanced data science methodologies to structured and unstructured datasets to identify patterns of illicit financial activity, support investigative findings, and develop analytical products used in regulatory and enforcement decision-making.

What You Will Need

ACTIVE and CURRENT Secret clearance required.

Must be US Citizen.

Bachelor's degree in Data Science, Statistics, Computer Science, Mathematics, Economics, Finance, Criminal Justice, Intelligence Studies, or related field.

4+ years of experience developing analytical methods, models, tools, or workflows that deliver actionable insights.

Experience analyzing financial data and BSA filings, including SARs, CTRs, wire transfers, transaction records, account activity, or related financial intelligence datasets.

Strong proficiency with Python, SQL, PySpark, machine learning, natural language processing, data visualization, and statistical analysis.

Experience performing entity resolution of businesses, companies, beneficial owners, or related parties using analytical techniques and methodologies.

Experience working in large-scale data environments utilizing Hive, Spark, Hadoop, PostgreSQL, Oracle, or similar technologies.

Experience translating analytical findings into memoranda, briefings, recommendations, or other decision-support products.

Ability to independently execute analytical projects and collaborate directly with investigators, intelligence analysts, attorneys, and regulatory stakeholders.

What Would Be Nice To Have

Experience supporting investigations involving money laundering, proliferation financing, terrorist financing, sanctions evasion, cyber-enabled financial crime, or complex fraud schemes.

Experience analyzing blockchain, virtual currency, Fedwire, correspondent banking, or international transaction data.

Experience supporting enforcement actions, regulatory reviews, or investigative matters.

Prior experience supporting FinCEN, Treasury, DOJ, DHS, or other federal law enforcement or regulatory agencies.

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 or via email at All information you provide will be kept confidential and will be used only to the extent required to provide needed reasonable accommodation.

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Worksite address

mclean, VA, 22107, US

Who can apply

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