Seeks Data Scientist in NY, NY. Includes but not limited to design, implement & evaluate statistical models of real estate trends & valuations to support Data Science focused Private Equity Real Estate investment business. Analyze & evaluate large commercial datasets related to economic activity, financial markets, logistics, demographics, sales, & consumption; cleaning, processing & transforming raw data into features/variables that support decision-making & model development.
Note: Company "Hybrid" work attendance policy: In-office work attendance required at aforementioned office address for collaboration days based on each team's requirement; telecommuting / working from home permissible for remainder of same month.
Requirements:
Must have PhD or equivalent in Finance, Economics, Statistics, Math Social Sciences, or related field; OR Master's or equivalent in Finance, Economics, Statistics, Math Social Sciences, or related field + 3 years experience in Data Science or related experience.
Must have experience with:
- Machine learning & statistical models including gradient boosting algorithms, tree-based algorithms, linear regression, quantile regression, & unsupervised clustering
- Time series forecasting including stationarity, trends, seasonality, & backtesting routines
- Statistical modeling & inference including linear regression coefficient interpretation, & statistical significance tests
- Systematic modeling R&D including evaluation metric design, experiment tracking, results documentation, performance comparison & model selection
- Data & feature engineering including cleaning, missing value imputation, aggregation, mathematical transforms, time series transforms (rolling average & calendar features), normalization & standardization
- Programming tools for data science including Python, SQL, Git version control, & Command Line Interface (CLI) tools
- Data visualization including Python libraries such as Matplotlib, Seaborn & Plotly
- Analytic products & outputs including slide decks, reports & worksheets
Must pass company's required skills assessment. Employer will accept any amount of graduate coursework, graduate research experience or experience with required skills.
Application Instructions:
Send resume to TS/HR Dept., Two Sigma Investments, LP, 100 Avenue of the Americas, 16th Floor, New York, NY 10013 or email resume to TS-Posting@twosigma.com & reference Job # 13116.
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