Graph Data Scientist at MAGNUS Management Group LLC in DC Fully Remote - US

Job description

• We are seeking a Graph Data Scientist to develop advanced graph analytics supporting fraud investigations across complex federal programs. The successful candidate will leverage Neo4j, graph algorithms, and machine learning to identify hidden relationships, organized fraud rings, and emerging fraud patterns.

Responsibilities

• Shall have three (3) or more years of hands-on experience using Neo4j or a similar graph database and fluency in Cypher, or similar query language, to detect potential fraud using leading edge techniques and best practices.
• Must have a deep understanding of network typology, centrality measures, community detection, and shortest path algorithms; using a multitude of public and nonpublic data sources.
• Must have three (3) or more years of hands-on experience in statistical and machine learning foundations, clustering, classifiers and anomaly detection as applied to graph structured data.
• Must have three (3) or more years of hands-on experience applying graph methods to fraud detection and knowledge graphs.
• Should have experience designing, implementing, and optimizing graph data pipelines, data models, and schemas that support large‑scale, high‑complexity networks, preferably within large federal benefit programs.
• Should have strong Python skills using standard machine learning libraries are required.

Requirements

• Minimum 3 years using Neo4j or similar graph database.
• Minimum 3 years developing graph analytics for fraud detection.
• Experience with Cypher query language.
• Strong Python programming skills.
• Community Detection
• Centrality Measures
• Shortest Path
• Link Analysis
• Network Topology
• Experience with machine learning applied to graph data.

Skills

Required

• Neo4j or similar graph database
• Cypher or similar query language
• Network topology
• Centrality measures
• Community detection
• Shortest path algorithms
• Clustering
• Classifiers
• Anomaly detection
• Graph methods for fraud detection
• Python programming
• Graph algorithms

Benefits

• 401(k)
• Dental insurance
• Health insurance
• Paid time off
• Vision insurance
• Magnus Management Group offers a competitive, comprehensive benefits package, which includes:
• 3 Weeks Paid Time Off
• All Federal Holidays
• Medical, Dental, and Vision insurance
• 401K Retirement Plan
• Long Term Disability
• Tuition Reimbursement and Professional Development Support