Data Scientist II
Core
Build AI, machine learning, and NLP solutions to translate data into actionable insights for internal stakeholders and enhance homeowner experience.
Role type
Data Scientist II
Builds
Predictive and analytical models, AI agents, and pipelines for internal business applications.
Domain
Real Estate / Homebuilding / Data Science
Deliverable
production ML models
Required skills
SQL, Python (implied by libraries), Machine Learning, Statistics, Data Modeling, Model Evaluation, Data Cleaning, Cloud Platforms, Version Control, Agile/Scrum
Preferred skills
NoSQL, Big Data Technologies, Knowledge Graphs, Graph-based Analytics
Technologies
scikit-learn, TensorFlow, Keras, SQL, NoSQL, Cloud Platforms
Responsibilities
Build, test, and refine predictive and analytical models using structured and unstructured data; Iterate on AI development including agents and pipelines; Prepare, clean, and integrate data from multiple sources; Partner with engineering teams to support model deployment; Participate in experimentation and iterative development to improve models.
Seniority
Mid-level, hands-on IC