Data Scientist, Risk & Quant Analytics
Capital Polymers, LLC
United States
5 days ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Job source
Tech stack
Artificial Intelligence
Data Analysis
Big Data
Data Cleansing
Statistical Hypothesis Testing
Python (Programming Language)
Machine Learning
NumPy
Tensorflow
Data Processing
Pandas
Scikit Learn
+2 more
Information Technology
Data Management
Job description
- Data Analysis & Modeling: Collect, clean, and analyze vast datasets, including market data, PM position data, social media sentiment, alternative big data, and economic indicators, to uncover trading patterns, behavior patterns, and correlations
- Predictive Modeling: Develop and deploy machine learning, artificial intelligence, and statistical models to forecast market, industry sector, alpha, and security movements/rankings
- Testing & Evaluation: Rigorously hypothesis testing, evaluation, and refining models to ensure robustness of decision making
- Data Management: Handle the complex process of data preparation and management for model building and analysis
Requirements
Education: Advanced degree (Master’s or above) in Data Science, Statistics, Mathematics, Computer Science, or a related field., * Deep understanding of statistical & probability analysis and quantitative methods. Strong problem-solving abilities, with a knack for deriving insights from complex datasets
- Proficiency in programming languages such as Python or R
- Experience with data manipulation libraries (e.g., pandas, NumPy)
- Familiarity with machine learning frameworks (e.g., scikit-learn, TensorFlow)
- Excellent verbal and written communication skills, with the ability to effectively present complex findings clearly to diverse audiences
- Ability to work collaboratively in a team-oriented environment and to foster a culture of learning and knowledge-sharing within the team
- A good understanding of financial markets, market microstructure, trading algorithms and/or the business context of data science applications is a strong plus
- Research or experience related to behavioral finance is a strong plus
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