Data Scientist
Core
Develop machine learning and agentic AI solutions to improve customer experiences and understand needs within home lending.
Role type
Senior IC data scientist (ML & Agentic AI)
Builds
Intelligent applications, predictive models, and agentic AI solutions for customer engagement and personalization.
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, Python, SQL, agentic AI, generative AI, large language model applications, model validation, responsible AI, data governance, fairness
Preferred skills
Experience with complex datasets, experimentation frameworks, workflow design, human oversight, comparing ML vs rules vs agentic approaches
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, statistical, rules, or agentic) for specific problems; Develop robust experimentation and evaluation frameworks assessing technical performance and commercial impact
Seniority
Senior, hands-on IC