Data Scientist
Core
Enhance residential property Automated Valuation Models (AVM), extend market metrics, and build customer-focused AI products for the property industry.
Role type
Senior IC Data Scientist (Machine Learning)
Builds
PropTrack's AI platform, statistical and machine learning models, and model visualisation tools
Domain
Real Estate / Property Technology / Predictive Analytics
Deliverable
production ML models
Required skills
Statistical modelling, Machine learning theory, Python programming, SQL, Data engineering, Feature engineering, Hyperparameter tuning, Model deployment (CI/CD, containerisation), Computer Science fundamentals
Preferred skills
AWS, Docker, BigQuery, pandas, NumPy, scikit-learn, Git, Atlassian suite
Technologies
AWS, Docker, Python, BigQuery, Confluence, Git
Responsibilities
Design and develop AI solutions; Extract, manipulate, and process data from multiple sources; Engineer new features for the AI platform; Prototype and build statistical/ML models; Tune hyperparameters and validate model performance; Develop model visualisation tools; Document projects and present to stakeholders
Seniority
Mid-Senior, hands-on IC