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TransUnion

Credit reporting, risk analytics, fraud detection

Data Scientist AI Research & Innovation

AI ResearchConfirmed live in the last 24 hours
Full-timeChicago, IL, USA

About the Job

Requirements

  • A 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 is required.
  • At least 8 years of professional experience in Classical AI, machine learning, knowledge representation via ontology, or knowledge graphs is required.
  • A strong foundation is required in one or more of graph neural networks, automated reasoning systems, search and planning algorithms, causal inference and causal modeling, probabilistic graphical models, or explainable and trustworthy AI.
  • Advanced programming skills in Python and familiarity with modern AI development frameworks are required.
  • Familiarity with consumer data, fraud detection, financial services, risk analytics, identity, or marketing applications is required.

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 neuro-symbolic AI, reasoning systems, knowledge-enhanced machine learning, agentic AI, causal AI, explainable AI, and human-AI collaboration.
  • Design, build, and evaluate proof-of-concepts that demonstrate the value of emerging AI technologies within the company'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 the company through publications and patents.

Desired Qualifications

  • Experience with agentic workflows.
  • Experience with multi-agent systems.
  • Experience with tool calling.
  • Experience with retrieval-augmented generation (RAG).
  • Experience with knowledge graphs.
  • Experience with vector search.
  • Experience with natural language processing (NLP).
  • Experience with text classification.

About the Company

TransUnion

Credit reporting, risk analytics, fraud detection

TransUnion is a global information and insights company. It collects and analyzes data to provide services for businesses and consumers. For business clients, it offers credit portfolio management, marketing solutions, and fraud detection to help manage risk and make informed decisions. For consumers, it provides tools to monitor personal credit, including credit reports and scores. The platform supports enterprise use by enabling storage, identity resolution, and protection for building traditional and generative AI models. TransUnion generates revenue through three segments: U.S. Markets, International, and Consumer Interactive. Its goal is to help customers understand and manage credit risk, prevent fraud, and derive actionable insights from large data assets.

Company size
10,001+
Company stage
IPO
Headquarters
Chicago, IL
Founded
1968

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