Machine Learning & Workplace Analytics, WM Administration, Vice President, Wealth Management
Core
Developing end-to-end Machine Learning solutions and Gen AI use cases to drive growth and data-driven decision-making for Wealth Management business lines.
Role type
Senior IC Machine Learning Engineer (Wealth Management)
Builds
Production ML models and Gen AI applications for Wealth Management verticals
Domain
Financial Services / Wealth Management
Deliverable
production ML models
Required skills
Machine Learning algorithms (classification, regression, deep learning), Python/C++, MLOps, A/B testing, model risk validation, stakeholder communication, team management
Preferred skills
Cloud/Big Data (Azure, AWS, Hadoop), Deep Learning frameworks (PyTorch, TensorFlow), Graphical Neural Networks, Reinforcement Learning, LLMs, Transformer models
Technologies
Python, C++, Github, Bitbucket, ML Flow, Azure, AWS, Google Cloud, Hadoop, PyTorch, Tensorflow
Responsibilities
Design and develop end-to-end ML solutions; Deploy models in production and monitor performance; Conduct A/B tests; Partner with Risk/Legal/Compliance; Manage and coach associates
Seniority
Senior, hands-on IC with management responsibilities
