Lead Data Scientist

Guidehouse

Tysons Corner, VA, United States · McLean, VA, United States · Mechanicsburg, PA, United StatesFull-time$149,000–$248,000Posted Nov 2, 2026

About the role

Job Family:

Data Science Consulting

Travel Required:

Up to 10%

Clearance Required:

Active Secret

What You Will Do:

Lead advanced analytics, artificial intelligence, and predictive modeling initiatives supporting Navy readiness modernization.

Develop predictive and prescriptive analytical solutions supporting supply chain optimization, weapon system sustainment, inventory positioning, and operational readiness.

Oversee development of machine learning models, simulations, forecasting capabilities, and optimization algorithms.

Lead analytical activities supporting senior leader decision-making environments.

Establish analytical methodologies, validation procedures, and model governance frameworks.

Translate operational requirements into actionable analytical solutions and recommendations.

Mentor Data Scientists and Data Analysts while guiding technical execution across workstreams.

Collaborate with Government stakeholders to identify readiness risks, logistics constraints, and operational opportunities.

Support enterprise reporting, executive decision-making, and campaign plan initiatives.

What You Will Need:

An ACTIVE and MAINTAINED "TOP SECRET" Federal or DoD security clearance

Bachelor's degree.

SEVEN (7) or more years of relevant experience in data science, advanced analytics, machine learning, or applied statistics.

What Would Be Nice To Have:

Advanced degree in Data Science, Statistics, Operations Research, Mathematics, Engineering, or a related field.

Experience supporting Navy, DoD, or defense logistics programs.

Experience with Databricks, Palantir Foundry, Qlik, MSS, or NDP.

Experience with AI governance and Responsible AI implementation.

Knowledge of readiness reporting and operational sustainment analytics.

Expert-level experience with Python, SQL, and statistical modeling techniques.

Experience building predictive, diagnostic, and prescriptive analytics solutions.

Experience working with large-scale operational, logistics, maintenance, or supply chain datasets.

Experience leading technical teams and complex analytical initiatives.

Experience presenting analytical findings to executive leadership.

The annual salary range for this position is $149,000.00-$248,000.00. 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 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.

Responsibilities

  • Lead advanced analytics, AI, and predictive modeling initiatives supporting Navy readiness modernization.
  • Develop predictive and prescriptive solutions for supply chain, sustainment, inventory, and operational readiness.
  • Oversee machine learning models, simulations, forecasting, and optimization algorithms.
  • Establish analytical methodologies, validation procedures, and model governance frameworks.
  • Translate operational requirements into analytical solutions and recommendations.
  • Mentor data scientists and analysts and guide technical workstreams.
  • Collaborate with Government stakeholders to identify readiness risks and operational opportunities.
  • Support enterprise reporting, executive decisions, and campaign planning.

Qualifications

  • Active and maintained Top Secret Federal or DoD security clearance.
  • Bachelor's degree.
  • Seven or more years of relevant experience in data science, advanced analytics, machine learning, or applied statistics.
  • Advanced degree in a related field is preferred.
  • Experience supporting Navy, DoD, or defense logistics programs is preferred.
  • Expert-level Python, SQL, statistical modeling, and analytics solution development experience is preferred.
  • Experience with Databricks, Palantir Foundry, Qlik, MSS, or NDP is preferred.
  • Experience with AI governance, operational datasets, technical team leadership, and executive presentations is preferred.

Benefits

  • Medical, prescription, dental, and vision insurance
  • Personal and family sick time and paid holidays
  • Potential discretionary variable incentive bonus
  • Parental leave and adoption assistance
  • 401(k) retirement plan
  • Basic and supplemental life insurance
  • Health savings and flexible spending accounts
  • Short- and long-term disability
  • Student loan paydown
  • Tuition reimbursement and professional development opportunities
  • Skills development and certifications
  • Employee referral program

Skills mentioned

PythonSQLData ScienceMachine LearningStatistical AnalysisPredictive ModelingTime-Series ForecastingModel EvaluationData AnalysisData Visualization

About Guidehouse

Guidehouse is a global AI-led professional services firm delivering advisory, technology, and managed services to the commercial and government sectors. With an integrated business technology approach, Guidehouse drives efficiency and resilience in the healthcare, financial services, energy, infrastructure, and national security markets. Built to help clients across industries outwit complexity, the firm brings together approximately 18,000 professionals to achieve lasting impact and shape a meaningful future.

Business Consulting and Services10,001+ employeesMcLean, Virginia

H-1B sponsorship history

Historical employer filing data was found for Guidehouse. The employer record includes 206 historical certified applications. This is employer-level history, not a guarantee that this role currently offers sponsorship.