Value Addition Research Scientist
Updated on 9/26/2023
WorldQuant
Locations
New York, NY, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Data Structures & Algorithms
NumPy
Pandas
Pytorch
Tensorflow
Python
CategoriesNew
Lab & Research
AI & Machine Learning
Requirements
  • Graduate-level calculus, linear algebra, optimization and machine learning algorithms knowledge
  • Graduate-level research experience in a quantitative field
  • Machine learning models research and operations experience
  • Experience working with “large” datasets (>100G CSV)
  • Excellent knowledge of Python, NumPy and Pandas
  • Experience with at least one of: XGBoost, LightGBM, CatBoost, Tensorflow, PyTorch, MOSEK, CVXPY
  • Experience with at least one of: Intel MKL, JAX, PySpark, Dask, Ray, ClickHouse, Vertica, Arrow
  • Passion for reasonable accuracy-explainability trade-offs in models
  • Willingness to explain and defend employed models, their interpretation and business value to the team and stakeholders
  • Ability to run full-length research work: from business idea, through data collection and model implementation, to tangible business data produced at regular frequencies
Responsibilities
  • WorldQuant offers an exciting opportunity for a research scientist to join the Value Addition team. Reporting directly to the firm's Chief Strategy Officer, the individual will be part of a dynamic group of researchers and business leaders on the cutting edge of quantitative finance. Together they enable the firm to measure the value added at each layer of the investment process - from data to strategies and beyond - and reflect WorldQuant's ethos of optimization. The team has created a holistic value addition system - providing a database to portfolio managers for strategy creation, dashboards used by researchers to assess their performance and customized analytical reports for senior management - leading to increased efficiency, focus and growth across the organization
  • As a research scientist at WorldQuant, you will make a cross-functional impact and have the opportunity to:
Desired Qualifications
  • C++ knowledge is a plus