the life of a data scientist · data scientist sources: 1 - 2017 state of data science &...

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Data scientists extract knowledge, insights, or solutions from big data. Here’s a look at the life of a data scientist, based on two surveys of data scientists around the globe. The Life of a DATA SCIENTIST Sources: 1 - 2017 State of Data Science & Machine Learning, Kaggle 2 - 2018 Data Science Salary Report, Big Cloud Data Science Methods 1 64% 50% 46% 38% Logistic regression Decision trees Random forests Neural networks 76% 59% 54% Coding Languages Used 1 Python R SQL Average Salary - Senior Data Scientist (in USD) 2 $138,068 $85,247 $71,086 USA Europe APAC Highest Education Level Attained 1 42% 32% 16% Master’s degree Bachelor’s degree Doctoral degree 49% 42% 37% 30% Biggest Barriers to Great Data Science Work 1 Dirty data Lack data science talent Lack management/ financial support Lack clear question to answer Type of Data Used at Work 1 66% 53% 18% Relational data Text data Image data Satisfaction with Job 2 52% to 65% 46% are unhappy in their current jobs would leave due to higher earning potential elsewhere AVERAGE AGE 1 30 years old cloudfactory.com CloudFactory provides curated teams that can scale fast and structure data accurately on virtually any platform.

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Page 1: The Life of a DATA SCIENTIST · DATA SCIENTIST Sources: 1 - 2017 State of Data Science & Machine Learning, Kaggle 2 - 2018 Data Science Salary Report, Big Cloud Data Science Methods1

Data scientists extract knowledge, insights, or solutions from big data. Here’s a look at the life of a data scientist, based on two surveys

of data scientists around the globe.

The Life of a DATA SCIENTIST

Sources:1 - 2017 State of Data Science & Machine Learning, Kaggle2 - 2018 Data Science Salary Report, Big Cloud

Data Science Methods1

64%50%46%38%

Logistic regression

Decision trees

Random forests

Neural networks

76%59%54%

Coding Languages Used1

Python R

SQL

Average Salary - Senior Data Scientist (in USD)2

$138,068$85,247$71,086

USA Europe

APAC

Highest Education Level Attained1

42%32%16%

Master’s degree Bachelor’s degree Doctoral degree

49%42%37%30%

Biggest Barriers to Great Data Science Work1

Dirty data

Lack data science talent

Lack management/ financial support

Lack clear question to answer

Type of Data Used at Work1

66%53%18%

Relational data

Text data

Image data

Satisfaction with Job2

52%to65% 46%

are unhappy in their current jobs

would leave due to higher earning potential elsewhere

AVERAGE AGE1

30years old

cloudfactory.com

CloudFactory provides curated teams that can scale fast and structure data accurately on virtually any platform.