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Table of Contents

Roles

  • Chief Executive Officer - CEO
  • Chief Data Officer - CDO
  • Chief Analytics Officer - CAO
  • VP of Data Science or VP of Advanced Analytics
  • Director of Data Science
  • Lead Data Scientist
  • Senior Data Scientist
  • Data Scientist
  • Data Engineer
  • Data Analyst

Data Science Skills

  • Foundational
    • Domain expertise
    • Computer science
      • Programming
    • Mathematics, statistics, analytics, and algorithms
      • Machine learning
      • Artificial intelligence
      • Data visualization
      • Statistical and quantitative analysis
      • Modeling
  • Qualities
    • Curiosity
    • Creativity
    • Focus
    • Attention to detail
    • Problem solver
  • Goals and deliverables
    • Give actionable insights to a business for making decisions

Organization Structure

Example Hiring Process

  • Phone interview
  • In-person interview
    • Office tour
    • Domain, product, and data discussion
    • Unique value proposition and key selling points and differentiators
  • Take home project
  • Final in-person meeting/follow-up interview
  • Offer

Take Home Projects

Coming soon...

Data Science Communities