Senior Data Scientist – Marketing Modeling, AI – Consumer Lending
Experian
full-time
Posted on:
Location Type: Remote
Location: California • United States
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Salary
💰 $100,649 - $174,459 per year
Job Level
About the role
- Design, code, and test AI agents that support autonomous decision-making in marketing campaigns, customer acquisition, and portfolio optimization.
- Apply hands-on coding knowledge to create agentic AI techniques to solve complex business problems in consumer lending.
- Conduct exploratory data analysis and develop predictive models using credit bureau data and other consumer datasets.
- Prototype and improve on intelligent agent behaviors using Python, Spark and modern agentic frameworks.
- Support the deployment and monitoring of AI models in production environments, ensuring performance, reliability and compliance.
- Collaborate with company partners to translate our requirements into scalable AI solutions.
- Contribute to the development of new analytical products and services that enhance marketing effectiveness and customer engagement.
Requirements
- 3+ years building predictive models for marketing decisioning (propensity/response/uplift/NBA), in consumer lending or credit card portfolios.
- Hands-on experience designing and coding agentic AI systems (tool use/function calling, multi-step planning, orchestration) to automate analytics or decision workflows.
- Advanced Python proficiency (3+ years) with production-quality coding practices
- Experience working with large-scale data using Spark (PySpark), SQL, and distributed compute to build features and train models.
- Build agentic prototypes quickly and iterate using modern frameworks (e.g., LangChain/LangGraph, Semantic Kernel, AutoGen, or similar)
- Bachelor's degree in a quantitative or related field required; Master's (or equivalent advanced experience)
Benefits
- Great compensation package and bonus plan
- Core benefits including medical, dental, vision, and matching 401K
- Flexible work environment, ability to work remote, hybrid or in-office
- Flexible time off including volunteer time off, vacation, sick and 12-paid holidays
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
predictive modelingAI systems designPythonSparkSQLdata analysisagentic AI techniquesfeature engineeringproduction-quality codingmulti-step planning
Soft Skills
collaborationproblem-solvingcommunicationanalytical thinkingcreativity