Graph Analytics Engineer

Posted 2 Days Ago
Be an Early Applicant
Washington, DC, USA
In-Office
113K-188K Annually
Senior level
Consulting
The Role
Develop and maintain graph-based entity matching and temporal relationship systems. Evaluate false merges, missed links, and confidence thresholds; preserve source evidence; manage merge, split, correction, and rejection workflows; enforce permissions; build graph exploration and ranking features; and coordinate updates across embeddings, projections, artifacts, and downstream systems. The role requires a bachelor’s degree, eight or more years of relevant experience, and the ability to obtain and maintain a Top Secret clearance.
Summary Generated by Built In

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 [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.

Skills Required

  • Ability 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 or more years of relevant experience in intelligence, national security, defense, technology, or private-sector mission environments
  • 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

Guidehouse Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Guidehouse and has not been reviewed or approved by Guidehouse.

  • Healthcare Strength — Feedback suggests the benefits package includes broad medical, dental, vision, prescription, life, and disability coverage, which is often seen as a strong foundational offering. Access to HSA/FSA options further supports day-to-day healthcare and dependent-care needs.
  • Parental & Family Support — Feedback suggests parental leave and adoption assistance are available, alongside an emergency back-up childcare program. These offerings indicate meaningful support for employees managing family responsibilities.
  • Wellbeing & Lifestyle Benefits — Feedback suggests flexible work options and counseling/EAP-style support are part of the broader rewards mix. Additional lifestyle-oriented perks like community events and referral programs are also described as available in some contexts.

Guidehouse Insights

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The Company
HQ: McLean, VA
12,000 Employees
Year Founded: 2018

What We Do

Guidehouse is a leading global provider of consulting services to the public sector and commercial markets, with broad capabilities in management, technology, and risk consulting. By combining our public and private sector expertise, we help clients address their most complex challenges and navigate significant regulatory pressures focusing on transformational change, business resiliency, and technology-driven innovation. Across a range of advisory, consulting, outsourcing, and digital services, we create scalable, innovative solutions that help our clients outwit complexity and position them for future growth and success. The company has more than 12,000 professionals in over 50 locations globally. Guidehouse is a Veritas Capital portfolio company, led by seasoned professionals with proven and diverse expertise in traditional and emerging technologies, markets, and agenda-setting issues driving national and global economies.

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