Lead Data Scientist
Core
Senior technical leader driving high-impact analytics initiatives using machine learning and AI to solve complex business problems, specifically focusing on financial forecasting and enterprise-grade data products.
Role type
Senior IC Lead Data Scientist (Financial Forecasting & Modeling)
Builds
Production-ready predictive solutions, financial forecasting models, and intelligent data products for Finance, Operations, and Technology stakeholders.
Domain
Commercial Real Estate / Financial Services / AI & Machine Learning
Deliverable
production ML models
Required skills
Financial forecasting, time-series modeling, budget variance analysis, scenario planning, machine learning, deep learning, gradient boosting (XGBoost, LightGBM), transformer-based models, time-series frameworks (Prophet, TFT), generative AI, LLMs, agentic AI, RAG, prompt engineering, MLOps, model versioning, automated retraining pipelines, CI/CD, feature engineering, data discovery, cloud platforms (AWS, Azure, GCP)
Preferred skills
None stated
Technologies
XGBoost, LightGBM, Prophet, TFT, AWS, Azure, GCP
Responsibilities
Lead end-to-end data science projects by scoping solutions and delivering measurable outcomes; Develop and own financial forecasting models including revenue projections and cost modeling; Apply ML and deep learning techniques to build predictive solutions; Leverage generative AI and LLMs to build intelligent data products; Design and implement MLOps practices for model scalability and reliability; Enhance data collection and feature engineering procedures.
Seniority
Senior, hands-on IC with leadership responsibilities
