Data Scientist
Core
Develop machine learning and agentic AI solutions to improve customer experiences in home lending by uncovering patterns and creating intelligent applications.
Role type
Senior IC data scientist (ML & Agentic AI)
Builds
Intelligent customer communication applications, predictive models, and targeted engagement solutions for home lending.
Domain
Financial services (home lending) + Machine Learning / Generative AI
Deliverable
production ML models | product features
Required skills
Statistics, mathematics, machine learning, supervised learning, predictive modelling, classification, forecasting, agentic AI, generative AI, large language models, Python, SQL, model validation, responsible AI, data governance, fairness
Preferred skills
Experience with complex datasets, experimentation frameworks, workflow design for AI agents, human oversight strategies, evaluation measures beyond accuracy
Technologies
Python, SQL, GenAI, LLMs
Responsibilities
Identify and optimise customer cohorts for home lending opportunities; Design, execute and measure experiments to evaluate customer propositions; Develop and apply AI-powered solutions including GenAI and agentic capabilities; Determine the best approach (ML, rules, or agentic) for specific problems; Develop robust experimentation and evaluation frameworks
Seniority
Senior, hands-on IC