Data Scientist Manager
Your Responsibilities:
Manage a team of data scientists to develop models that will predict future home prices in United States
Assess the effectiveness and accuracy of new data sources
Gather and prepare data from public data sources (Census, FRED, FHFA, etc) and private data sources (APIs from paid providers)
Curate and prepare data from propreitary data sources
Develop custom data models and algorithms to apply to data sets
Develop testing framework and test model quality
You should have experience with:
Data mining/data analysis methods
Building and implementing models
Creating/running simulations and testing efficacy
Monitor and analyze model performance and data accuracy
Statistical techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, simulation, scenario analysis, modeling, clustering, decision trees, neural networks etc.
Statistical languages: R, Python, SQL, etc.
Visualization: Looker, Periscope, Business Objects, D3, ggplot, etc.
Your qualifications:
Experience: 5+ years in data science
Bachelors/Masters/PhD in Computer Science/Mathematics or related field
5 - 8 years
B.Tech/B.E, or M.Tech MCA
Data Science, Python, R, SQL,