Machine Learning Specialist

## About the Role CAIS is the leading alternative investment platform for financial advisors, supporting over 50,000 advisors who oversee more than $6 trillion in network assets. As a Machine Learning Specialist, you will develop predictive models using structured and unstructured data to shape the future of alternative investment technology. ## Responsibilities - Develop predictive models for portfolio optimization, recommendation systems, propensity models, lead scoring, time series forecasting, and risk analysis - Write production-grade code and deploy models in cloud environments - Monitor model performance and conduct A/B testing - Collaborate cross-functionally on data-driven product initiatives - Stay current with AI advancements and apply emerging techniques ## Requirements - Master's degree in Mathematics, Statistics, Data Science, Physics, or related field - 4+ years developing and deploying production ML models - Python expertise with strong data structures knowledge - Deep learning frameworks (PyTorch, Transformers, VAE, diffusion models) - Cloud deployment expertise including Kubernetes, Docker, and cloud ML platforms - Statistical modeling proficiency (scikit-learn, SciPy) - 5 years professional experience; financial services or investment management experience preferred