Graph Analytics Engineer

Guidehouse • Dc, DC

3d

About The Position

The Graph Analytics Engineer maintains cross-domain entity matching with temporal relationships and confidence evaluations. The role measures false merges and missed links and publishes evaluated thresholds for practical use cases. It preserves source-linked evidence and rebuilds projections cleanly across corrections and updates.

The position implements merge, split, rejection, and correction workflows with downstream impact tracing; enforces permissions strictly across graph queries and views; and builds exploration paths and evaluated features for ranking and investigation workflows. It provides narrow mapping interfaces to sanitization paths and identity adjudication, and coordinates corrections consistently across artifacts, embeddings, projections, and pending editions.

Requirements

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

Nice To Haves

• 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.

Responsibilities

• 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 and rebuild projections across corrections and updates.
• Implement merge, split, rejection, and correction workflows with downstream tracing of impacts.
• Enforce permissions in graph queries and views 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.

Benefits

• Medical, prescription, dental, and vision insurance
• Personal and family sick time
• Company-paid holidays
• Position may be eligible for a discretionary variable incentive bonus
• Parental leave
• Adoption assistance
• 401(k) retirement plan
• Basic life and supplemental life insurance
• Health savings account
• Dental/vision and dependent care flexible spending accounts
• Short-term and long-term disability
• Student loan paydown
• Tuition reimbursement
• Personal development and learning opportunities
• Skills development and certifications
• Employee referral program
• Corporate-sponsored events and community outreach
• Emergency back-up childcare program
• Mobility stipend

What This Job Offers

• Job Type: Full-time
• Career Level: Senior