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) |
|
|
R (726) |
3% |
|
SAS (203) |
1% |
|
Scala (69) |
|
|
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) |
|
|
Hadoop (358) |
1% |
|
Java (127) |
|
|
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) |
|
|
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) |
|
|
Academia/University (158) |
1% |
|
Student (246) |
1% |
|
Other or unemployed (97) |
|
