Data Science Competence Groups

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Traditional/known Data Science competences/skills groups include
Data Analytics or Business Analytics or Machine Learning
Engineering or Programming
Subject/Scientific Domain Knowledge

Two additional competence groups demanded by organisations

Data Management, Curation, Preservation
Scientific or Research Methods and/vs Business Processes/Operations

Other skills commonly recognized aka “soft skills” or “social intelligence”

Inter-personal skills or team work, cooperativeness

All groups need to be represented in Data Science curriculum and training

Challenging task for Data Science education and training

Data Science Competence Groups – Research

Data Science Competence includes 5 areas/groups Scientific Methods Business Operations
Data Analytics Design Experiment Operations Strategy
Data Science Engineering Collect Data Plan
Domain Expertise Analyse Data Design & Deploy
Data Management Identify Patterns Monitor & Control
Scientific Methods (or Business Process Management) Hypothesize Explanation Improve & Re-design
  Test Hypothesis  

DSRG - Research

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Data Science Competence Groups – Business

Data Science Competence includes 5 areas/groups Scientific Methods Business Operations
Data Analytics Design Experiment Operations Strategy
Data Science Engineering Collect Data Plan
Domain Expertise Analyse Data Design & Deploy
Data Management Identify Patterns Monitor & Control
Scientific Methods (or Business Process Management) Hypothesize Explanation Improve & Re-design
  Test Hypothesis  

DSRG - Business

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