Data Scientist
Guidehouse
Data Scientist
Guidehouse
Advises agencies and runs regulated operations
Job Family:
Data Science Consulting
Travel Required:
Clearance Required:
What You Will Do:
Develop, implement, andvalidatestatistical models and analytical methodologies to support client mission objectives
Perform exploratory data analysis (EDA) toidentifytrends, patterns, and anomalies in large and complex datasets
Design and deploy predictive and prescriptive models to enable data-driven decision-making
Apply advanced analytics to Navy-specific domains such aslogistics, maintenance, and operational readiness
Collaborate with data engineers, developers, and stakeholders to operationalize models within production environments
Translate business questions into analytical approaches and clearly communicate findings to technical and non-technical audiences
Build andmaintainreusable analytical frameworks, code libraries, and model pipelines
Apply machine learning techniques to solve classification, regression, clustering, and optimization problems
Develop dashboards and visualizations, including Qlik applications, to communicate insights and model outputs effectively
Conduct model validation, tuning, and performance monitoring to ensure accuracy and reliability
Document methodologies, assumptions, and results to support transparency and reproducibility
What You Will Need:
An ACTIVE and MAINTAINED "SECRET" Federal or DoD security clearance.
Bachelor's degree
THREE (3) or more years of experience in data science, advanced analytics, or applied statistical modeling roles
Experience in Python, R, and SQL for data analysis, modeling, and data manipulation
Experience applying machine learning techniques and statistical methods to real-world datasets
Experience working with large, complex datasets acrosslogistics, maintenance, supply chain, or readiness domains
Experience developing data visualizations and dashboards using Qlik or similar tools
Experience working within cloud or big data environments such as Databricks or similar platforms
Experience working in Agile or iterative development environments
Experience supporting government or defense clients (Navy experience preferred)
Ability to work onsite in a client environment asrequired
What Would Be Nice To Have:
Familiarity with deploying models or integrating analytics into operational workflows
Strong foundationin statistics, mathematics, or quantitative analysis (e.g., regression, hypothesis testing, time series analysis)
Statistical modeling and machine learning
Ability to translate complex analytical outputs into actionable recommendations for stakeholders
Experience working alongside or within data platforms (e.g., Palantir Foundry or similar environments) is a plus
Data analysis and interpretation
Python, R, SQL programming
Data visualization (Qlik, Tableau, Power BI, etc.)
Big data platforms (Databricks, Snowflake, AWS, Azure, Palantir Foundry, etc.)
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 [email protected]. 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 [email protected]. 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 [email protected]. 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.
Advises agencies and runs regulated operations
Guidehouse advises government agencies and companies in regulated industries on strategy, technology and day-to-day operations. Its work combines business advice with software implementation and ongoing management, so a client uses the same firm to plan a change, build the systems and run the resulting processes. Teams modernize cloud platforms, apply data analysis and artificial intelligence, and redesign organizations to meet operating and regulatory requirements. Clients pay for consulting projects and technology work or outsource continuing business functions to its managed services teams. Guidehouse was founded in 2018 and is headquartered in McLean, Virginia.
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