Machine Learning, Assistant Vice President
Core
Design and develop end-to-end machine learning solutions for Wealth Management clients, delivering tangible business outcomes through recommender systems, client personalization, and LLMs.
Role type
Senior IC machine learning scientist (Wealth Management)
Builds
Production ML models and client-facing AI experiences for 20M+ Wealth Management clients
Domain
Financial services / Wealth Management / Applied AI
Deliverable
production ML models
Required skills
Machine learning algorithms (classification, regression, recommender systems, clustering, deep learning), Python/C++, code versioning (Git), experiment tracking (MLFlow), object-oriented design, data structures, algorithmic design, A/B testing, model validation, MLOps collaboration
Preferred skills
Cloud/Big Data (Azure, AWS, Hadoop), Deep Learning frameworks (PyTorch, TensorFlow), Graphical Neural Networks, Reinforcement Learning, LLMs, Transformer models, peer-reviewed publications
Technologies
Python, C++, MLFlow, Git, Azure, AWS, Google Cloud, Hadoop, PyTorch, TensorFlow, PyTorch Geometric
Responsibilities
Design and develop end-to-end ML solutions; experiment with State-of-the-Art algorithms; validate ML models; deploy and monitor models in production; conduct A/B tests; participate in code reviews; build partnerships with business stakeholders; create presentations to showcase modeling results
Seniority
Senior, hands-on IC