Data Scientist
Core
Develop and deploy advanced analytical and AI solutions to solve complex business problems for quality and affordable housing delivery.
Role type
Senior IC Data Scientist (AI/ML)
Builds
Production ML models and AI applications
Domain
Housing / AI & Machine Learning
Deliverable
production ML models
Required skills
MLOps, end-to-end model development, cloud deployment (AWS), deep learning, statistical modelling, optimization, multi-criteria decision analysis, LLMs, Generative AI, neural embeddings, vector databases, LangChain, LangGraph, Python, R, SQL, data engineering (ELT)
Preferred skills
Experience with structured problem-solving methodologies (MECE, root cause analysis)
Technologies
AWS, Python, R, SQL, LangChain, LangGraph, Transformer architectures, Reinforcement Learning
Responsibilities
Develop and deploy end-to-end machine learning and AI solutions using MLOps practices; Collaborate with IT, data engineering, and business units to co-create high-impact solutions; Translate business challenges into analytical and technical requirements; Present findings, models, and recommendations to stakeholders; Contribute to data engineering activities including ELT processes and data preparation; Review peer work to maintain technical standards.
Seniority
Senior, hands-on IC
