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Value Addition Research Scientist
Company | WorldQuant |
Address | New York, United States |
Employment type | FULL_TIME |
Salary | |
Category | Financial Services |
Expires | 2023-09-14 |
Posted at | 10 months ago |
WorldQuant develops and deploys systematic financial strategies across a broad range of asset classes and global markets. We seek to produce high-quality predictive signals (alphas) through our proprietary research platform to employ financial strategies focused on market inefficiencies. Our teams work collaboratively to drive the production of alphas and financial strategies – the foundation of a balanced, global investment platform.
- Contribute code implementations and maintain existing code for evaluation models
- Build mathematical (optimization/machine learning/statistical) models for investment entity evaluation and resource allocation across them
- Operate recurring entity evaluation pipelines
- Access a variety of software and hardware resources and state-of-the-art systems
- Create on-demand analytical reports and produce business commentary on investment entities
- Willingness to explain and defend employed models, their interpretation and business value to the team and stakeholders
- Graduate-level research experience in a quantitative field
- Ability to run full-length research work: from business idea, through data collection and model implementation, to tangible business data produced at regular frequencies
- Excellent knowledge of Python, NumPy and Pandas
- C++ knowledge is a plus
- Passion for reasonable accuracy–explainability trade-offs in models
- Experience with at least one of: Intel MKL, JAX, PySpark, Dask, Ray, ClickHouse, Vertica, Arrow
- Experience working with “large” datasets (>100G CSV)
- Experience with at least one of: XGBoost, LightGBM, CatBoost, Tensorflow, PyTorch, MOSEK, CVXPY
- Graduate-level calculus, linear algebra, optimization and machine learning algorithms knowledge
- Machine learning models research and operations experience
- Perks: Employee discounts for gym memberships, wellness activities, healthy snacks, casual dress code
- Training: learning and development courses, speakers, team-building off-site
- Core Benefits: Fully paid medical and dental insurance for employees and dependents, flexible spending account, 401(k), fully paid parental leave, generous PTO with unlimited sick days
- Employee resource groups
-
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