Role :: Graph Data Scientist
Location: Charlotte, NC
Contract
Graph Data Scientist (Neo4j / TigerGraph + Data Science)
Role Summary
We are looking for a highly skilled Graph Data Scientist to design and develop graph-based analytical solutions leveraging Neo4j/TigerGraph and advanced data science techniques. The role will focus on building knowledge graphs, detecting complex patterns, and enabling AI-driven insights.
Key Responsibilities
Design and develop graph data models using Neo4j/TigerGraph
Build and manage knowledge graphs for enterprise use cases (fraud detection, relationship mapping, pattern discovery)
Apply data science and ML techniques to extract insights from graph data
Develop graph algorithms (pathfinding, centrality, clustering, anomaly detection)
Integrate graph platforms with Gen AI/LLM-based systems for intelligent decision-making
Collaborate with engineering and AI teams to embed graph insights into applications
Required Skills
Strong experience in Neo4j, TigerGraph, or similar graph databases
Solid background in data science (Python, Pandas, Scikit-learn, PyTorch/TensorFlow)
Experience in graph algorithms and network analysis
Hands-on with data modeling, ETL, and large-scale data processing
Understanding of Gen AI / LLM integration with structured data systems
Preferred
Experience with knowledge graphs and semantic data models
Exposure to hybrid architectures combining graph + AI systems
About ApTask:
ApTask is a leading global provider of workforce solutions and talent acquisition services, dedicated to shaping the future of work. As an African American-owned and Veteran-owned company, ApTask offers a comprehensive suite of services, including staffing and recruitment solutions, managed services, IT consulting, and project management. With a focus on excellence, collaboration, and innovation, ApTask provides unparalleled opportunities for professional growth and development. As a member of the ApTask team, you will have the chance to connect businesses with top-tier professionals, optimize workforce performance, and drive success across diverse industries. Join us at ApTask and be part of our mission to empower organizations to thrive while fostering a diverse and inclusive work environment.
Applicants may be required to attend interviews in person or by video conference. In addition, candidates may be required to present their current state or government issued ID during each interview.
Candidate Data Collection Disclaimer:
At ApTask, we prioritize safeguarding your privacy. As part of our recruitment process, certain Personally Identifiable Information (PII) may be requested by our clients for verification and application purposes. Rest assured, we strictly adhere to confidentiality standards and comply with all relevant data protection laws. Please note that we only collect the necessary information as specified by each client and do not request sensitive details during the initial stages of recruitment.
If you have any concerns or queries about your personal information, please feel free to contact our compliance team at businessexcellence@aptask.com.
Applicant Consent:
By submitting your application, you agree to ApTask's (www.aptask.com) Terms of Use and Privacy Policy, and provide your consent to receive SMS and voice call communications regarding employment opportunities that match your resume and qualifications. You understand that your personal information will be used solely for recruitment purposes and that you can withdraw your consent at any time by contacting us at 732-355-8000 or help@aptask.com. Message frequency may vary. Msg & data rates may apply.

Graph Data Scientist
ApTask · Matthews, NC, USA ·
- Job type:
- Contract