Faculty Recruiting Support CICS

Careers In Data Science

Use Your Coding Skills to Analyze Data

 

Getting Started

Kaggle is the most popular platform for predictive modelling and analytics competitions. Explore Kaggle's The State of Data Science 2017 interactive survey to learn about what's happening at the cutting edge of data science and how new data scientists can best break into the field.

 

Top Insights

  • Data Scientist average salary (1-2 years experience) - $100K
  • Highest level of formal education - 44% Master's, 32% PhD, 20% Bachelors
  • 5 most-used data science methods in industry - Logistic Regression, Decision Trees, Random Forests, Neural Networks and Bayesian Techniques

 

Kaggle's 15 Favorite Data Science Resources - Collection of tutorials, newsletters, podcasts, and experts.

 

Recommended Interview Preparation Resources

 

Data Science @ UMass

Autonomous Learning Laboratory

Information Extraction and Synthesis Laboratory

Knowledge Discovery Laboratory

Laboratory for Perceptual Robotics

Machine Learning for Data Science

Theoretical Computer Science Group

Biologically Inspired Neural & Dynamical Systems Lab