Data Scientists work with datasets that are too large for manual analysis in order to gain deeper insights from data. Unlike Data Analysts, Data Scientists are expected to have a greater mastery of mathematics, statistics and statistical programming. They are expected to be familiar with popular Python libraries such as TensorFlow, Scikit-learn, Pandas, NumPy, and popular R libraries such as ggplot2, XGBoost, Caret, and Dplyr. Data Scientists often work with massive datasets via NoSQL and Oracle, and are expected to be familiar with common Machine Learning models such as Neural Networks, Linear & Logistic Regression, and Natural Language Processing.
Below we have analyzed the 3,892 most recent job listings for Data Scientists from Indeed, Monster, ZipRecruiter, GlassDoor, LinkedIn, and other job sites to find out what real-world employers are looking for.
The lowest salary we found for Data Scientists among current job listings is \$30,000.00 per year. The highest is \$350,000.00. Most jobs for Data Scientists pay around \$76,023.77 per year, with a median annual income of \$98,797.00, and an average annual income of \$107,738.24.
We have mapped all job listings for Data Scientists according to their approximate locations:
The 10 cities with the highest number of jobs for Data Scientists are:
Here are the relative frequencies of education level required in job listings for Data Scientists:
Here are the relative frequencies of the most common majors requested in job listings for Data Scientists:
Most jobs for Data Scientists require 2 years of experience, with a median of 3 years, and an average of 3.75 years.
Here are the relative frequencies of the most common skills required in job listings for Data Scientists:
Here are the relative frequencies of the most common programming languages mentioned in job listings for Data Scientists:
Here are the relative frequencies of the most common Python libraries mentioned in job listings for Data Scientists:
Here are the relative frequencies of the most common R libraries mentioned in job listings for Data Scientists:
Here are the relative frequencies of the most common databases mentioned in job listings for Data Scientists:
Here are the relative frequencies of the most common machine learning models mentioned in job listings for Data Scientists:
Connect with your LinkedIn account to join our network, opt-in to future updates, and connect with recruiters.