Executive Director, Machine Learning Research
San Francisco, CA, United States
USD 195K-254K Executive-level Full Time
Tasks
- Build portfolio construction and valuation models
- Collaborate with product, technology, and sales teams
- Convert text document and telemetry signals into investment insights
- Deliver research for new products
- Design deep learning models
- Develop reinforcement learning models
- Engage with clients to understand investment challenges
- Integrate financial theory with machine learning
- Lead machine learning research team
- Mentor PhD level researchers
- Publish research and provide thought leadership
Perks/Benefits
- Career growth and development
- Collaborative workspaces
- Employee resource groups
- Flexible working arrangements
- Global network of colleagues
- Inclusive work environment
- Learning opportunities
Skills/Tech-stack
Deep learning | Document processing | Language Processing | Machine Learning | Natural Language | Natural Language Processing | Portfolio construction | PyTorch | Python | Quantitative Finance | Recommender Systems | Reinforcement Learning | SQL | Statistical modeling | TensorFlow | Text Analytics | Valuation modeling
Education
Regions
Countries
States
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