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A. Appendix A: Full Cluster Profiles
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A. Appendix A: Full Cluster Profiles
by Roger Magoulas, John King
2016 Data Science Salary Survey
Executive Summary
Introduction
Salary: The Big Picture
Understanding Interquartile Range
How Salaries Change
Assessing Your Salary
Factors that Influence Salary: The Regression Model
Impact of Geography
Considering Gender
Age, Experience, and Industry
How You Spend Your Time
Importance of Tasks
Relevance of Job Titles
Time Spent in Meetings
Role of Coding
The Impact of Tool Choice
The Top Tools
Which Tools to Add to Your Stack
Salary and Sequences of Tools
The Relationship Between Tools and Tasks: Clustering Respondents
Operating Systems
Python, Matplotlib, Scikit-Learn
Tasks Without Coding
Managerial and Business Strategy Tasks
Wrapping Up: What to Consider Next
A. Appendix A: Full Cluster Profiles
B. Appendix B: The Regression Model
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Wrapping Up: What to Consider Next
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B. Appendix B: The Regression Model
Appendix A.
Appendix A: Full Cluster Profiles
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