Data Scientist AI Research & Innovation
$112.5k - $187.5kTrans Union LLC
TransUnion's Job Applicant Privacy Notice Personal Information We Collect Your Privacy Choices Team Overview
This role reports directly to Senior Manager, Data Science & Analytics within the AI R&D organization. This team is responsible for evaluating, developing and advancing next-generation AI capabilities that can create strategic advantage for TransUnion and its customers by engaging with TransUnion's internal clients across a broad array of credit, fraud, insurance and marketing business applications. You'll join a team that encourages curiosity, innovation, and scientific exploration with access to large-scale consumer, marketing, fraud, and risk datasets for applied AI research and opportunities to shape the future direction of AI-powered products and solutions across TransUnion's businesses. The team has access to Modern cloud-based computing environments and state-of-the-art AI infrastructure for experimentation and rapid prototyping. This is a hybrid position and involves regular performance of job responsibilities virtually as well as in-person at an assigned TU office location for a minimum of two days a week. Role Overview and Core Responsibilities
Advisor, Data Science and Analytics Company:
TransUnion LLC
This role reports directly to Senior Manager, Data Science & Analytics within the AI R&D organization. This team is responsible for evaluating, developing and advancing next-generation AI capabilities that can create strategic advantage for TransUnion and its customers by engaging with TransUnion's internal clients across a broad array of credit, fraud, insurance and marketing business applications. You'll join a team that encourages curiosity, innovation, and scientific exploration with access to large-scale consumer, marketing, fraud, and risk datasets for applied AI research and opportunities to shape the future direction of AI-powered products and solutions across TransUnion's businesses. The team has access to Modern cloud-based computing environments and state-of-the-art AI infrastructure for experimentation and rapid prototyping. This is a hybrid position and involves regular performance of job responsibilities virtually as well as in-person at an assigned TU office location for a minimum of two days a week. Role Overview and Core Responsibilities
- Design and develop AI-powered automation solutions for enterprise workflows and business processes.
- Design knowledge management, semantic search, and retrieval systems.
- Drive innovation in areas such as: neuro-symbolic AI, reasoning systems, knowledge-enhanced machine learning, agentic AI, causal AI, explainable AI, human-AI collaboration.
- Design, build, and evaluate proof-of-concepts that demonstrate the value of emerging AI technologies within TransUnion's products and services.
- Create repeatable frameworks for assessing AI capabilities, limitations, risks, and business impact.
- Collaborate with engineering teams to transition successful research concepts into production-ready solutions.
- Represent TransUnion through publications and patents.
- Master's or PhD degree in Computer Science, Artificial Intelligence, Machine Learning, Cognitive Science, Data Science, Applied Mathematics, Engineering, Operations Research, or a closely related quantitative discipline
- 8+ years of professional experience in Classical AI, machine learning, knowledge representation via ontology, knowledge graphs
- Strong foundation in one or more of the following areas:
- Graph neural networks
- Automated reasoning systems
- Search and planning algorithms
- Causal inference and causal modeling
- Probabilistic graphical models
- Explainable and trustworthy AI
- Advanced programming skills in Python and familiarity with modern AI development frameworks
- Familiarity with consumer data, fraud detection, financial services, risk analytics, identity, or marketing applications
- Agentic Workflows
- Multi-Agent Systems
- Tool Calling
- Retrieval-Augmented Generation (RAG)
- Knowledge Graphs
- Vector Search
- Natural Language Processing (NLP)
- Text Classification
Advisor, Data Science and Analytics Company:
TransUnion LLC
Vacancy posted 3 days ago
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