Graph Analytics Engineer

Job Family:
Operational Effectiveness
Travel Required:
Up to 10%
Clearance Required:
Ability to Obtain Top Secret (TS)
What You Will Do:
Maintain cross‑domain entity matching with temporal relationships and confidence evaluations.
Measure false merges and missed links; publish evaluated thresholds for practical use cases.
Preserve source‑linked evidence; rebuild projections cleanly across corrections and updates.
Implement merge, split, rejection, correction workflows with downstream tracing of impacts.
Enforce permissions in graph queries and views strictly across contexts and outputs.
Build exploration paths and evaluated features for ranking and investigation workflows.
Provide narrow mapping interfaces to sanitization paths and identity adjudication.
Coordinate corrections into artifacts, embeddings, projections, and pending editions consistently.
What You Will Need:
Must be able to OBTAIN and MAINTAIN a Federal or DoD “TOP SECRET” security clearance
Bachelor's Degree in Computer Science, Data Science, Analytics, Statistics, Mathematics, Engineering, or a related field.
EIGHT (8)+ years of relevant experience in intelligence, national security, defense, technology, or private‑sector mission environments
What Would Be Nice To Have:
Master's Degree in Data Science, Analytics, Statistics, Computer Science, or a related field.
Experience developing strategic plans, assessments, technical products, or operational frameworks.
Experience working across organizations and integrating diverse stakeholder requirements.
Familiarity with data analytics, AI/ML, knowledge management, or operational planning.
Experience supporting executive decision‑making and governance processes.
Experience leading teams, projects, programs, or technical initiatives.
Demonstrated ability to improve processes, methodologies, and mission outcomes.
Ability to work in complex, multidisciplinary environments.
Strong written and verbal communication skills.
Experience coordinating with senior leaders, technical experts, or operational stakeholders.
Ability to manage competing priorities and deliver quality results.
The annual salary range for this position is $113,000.00-$188,000.00. 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.