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Poll: Current
Which skills / knowledge areas do you currently have, and which do you want to add or improve? [27815 votes total]

Apache Spark (262)
 1%
Big Data Tools other than Hadoop or Spark (150)
 1%
Communications Skills (1071)
 4%
Critical Thinking (1084)
 4%
Data Visualization (1133)
 4%
Deep Learning (424)
 2%
ETL - Data Preparation (782)
 3%
Excel (1074)
 4%
Hadoop (177)
 1%
Java (240)
 1%
Kaggle (235)
 1%
Machine Learning (1038)
 4%
Math (846)
 3%
NLP - Text Processing (419)
 2%
No-SQL Databases (226)
 1%
Python (1155)
 4%
PyTorch (118)
 0%
R (726)
 3%
SAS (203)
 1%
Scala (69)
 0%
scikit-learn (707)
 3%
Software Engineering (411)
 1%
SQL/Database Coding (919)
 3%
Statistics (1030)
 4%
TensorFlow (339)
 1%
Unstructured Data (361)
 1%
XGBoost (364)
 1%
Which skills do you want to add or improve? Apache Spark (540)
 2%
Big Data Tools other than Hadoop or Spark (434)
 2%
Business Understanding (354)
 1%
Communications Skills (265)
 1%
Critical Thinking (249)
 1%
Data Visualization (407)
 1%
Deep Learning (784)
 3%
ETL - Data Preparation (229)
 1%
Excel (81)
 0%
Hadoop (358)
 1%
Java (127)
 0%
Kaggle (291)
 1%
Machine Learning (660)
 2%
Math (280)
 1%
NLP - Text Processing (537)
 2%
No-SQL Databases (371)
 1%
Python (626)
 2%
PyTorch (473)
 2%
R (326)
 1%
SAS (117)
 0%
Scala (213)
 1%
scikit-learn (382)
 1%
Software Engineering (244)
 1%
SQL/Database Coding (269)
 1%
Statistics (450)
 2%
TensorFlow (731)
 3%
Unstructured Data (462)
 2%
XGBoost (299)
 1%
What is your employment type? Industry/Self-employed (1069)
 4%
Government/non-profit (123)
 0%
Academia/University (158)
 1%
Student (246)
 1%
Other or unemployed (97)
 0%


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