
Advisor, Data Science & Analytics
TransUnion
full-time
Posted on:
Location Type: Remote
Location: Illinois • United States
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Salary
💰 $142,210 - $144,244 per year
About the role
- Lead internal teams to drive innovation initiatives and deliver long term value-added propositions for internal customers
- Independently develop new model architectures and frameworks, training methodologies, data representation, validation and evaluation, and integration of state-of-the-art approaches such as generative AI
- Design and write programs and scripts in various languages such as Python, SQL, R, SparQL on-prem, and other big data computing platforms
- Engage in large-scale model training using distributed processing systems such as Ray and SPARK
- Design and develop deep learning systems that can operate on tabular and graph data which requires advanced knowledge in network architectures and graph computations
- Design and implement AI systems that leverage agent-based architectures using well-known frameworks (e.g., LangChain, Pydantic AI, DsPy), enabling dynamic, context-aware decision-making and interaction across enterprise applications
- Stay abreast of cutting-edge research and translate academic advancements into practical solutions
- Deliver analytic insights and recommendations in succinct and compelling presentations for internal stakeholders and senior management
- Identify strategies and opportunities for automation
- Provide mentorship and training to junior colleagues and maintain progress on all initiatives without supervision
Requirements
- Master’s degree in Computer Science, Mathematics, Statistics, or a related field plus 3 years of experience in data analytics required
- Required skills: Python, SQL, R, SparQL, Ray, SPARK, LangChain, Pydantic AI, DsPy, Graph Neural Networks, Hive, PyTorch, TensorFlow, Scikit-learn, JAX, AWS, GCP, MLOps practices and lifecycle management, Machine Learning, Kubernetes, MATLAB, data modeling, ontology development
- Telecommuting Permitted
- Bachelor’s degree in Computer Science, Mathematics, Statistics, or a related field plus 6 years of progressive experience in data analytics also acceptable
Benefits
- flexible benefits including flexible time off for exempt associates
- paid time off for non-exempt associates
- up to 12 paid holidays per year
- health benefits (including medical, dental, and vision plan options and health spending accounts)
- mental health support
- disability benefits
- up to 12 weeks of paid parental leave
- adoption assistance
- fertility planning coverage
- legal benefits
- long-term care insurance
- commuter benefits
- tuition reimbursement
- charity gift matching
- employee stock purchase plan
- 401(k) retirement savings with employer match
- access to TransUnion’s Employee Resource Groups
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
PythonSQLRSparQLRaySPARKLangChainPydantic AIDsPyGraph Neural Networks
Soft Skills
leadershipmentorshipcommunicationinnovationpresentation skillsstrategic thinkingproblem-solvingcollaborationautonomyadaptability
Certifications
Master’s degree in Computer ScienceMaster’s degree in MathematicsMaster’s degree in StatisticsBachelor’s degree in Computer ScienceBachelor’s degree in MathematicsBachelor’s degree in Statistics