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Skills

Skills
Skills
Employees
1y growth
1y hires
Job posts
% of employees
Your %
SQL
70
+6.1%
13
4
70.7%
28.3%
Python (Programming Language)
63
0.0%
9
5
63.6%
43.5%
Data Analysis
52
-3.7%
7
3
52.5%
58.7%
Machine Learning
47
+4.4%
8
4
47.5%
28.3%
Natural Language Processing (NLP)
44
+10.0%
8
3
44.4%
19.6%
Applied Machine Learning
44
+2.3%
7
0
44.4%
43.5%
Tableau
44
+18.9%
8
0
44.4%
15.2%
R (Programming Language)
43
+7.5%
9
1
43.4%
45.7%
Deep Learning
42
+2.4%
7
3
42.4%
30.4%
Dashboards
41
+24.2%
9
3
41.4%
13.0%
Visualization
41
+10.8%
7
1
41.4%
21.7%
Predictive Modeling
40
0.0%
7
0
40.4%
17.4%
SAS (Software)
39
+5.4%
8
2
39.4%
19.6%
Data Warehousing
38
+11.8%
6
2
38.4%
13.0%
Predictive Analytics
37
+5.7%
7
0
37.4%
15.2%
Pandas (Software)
35
+9.4%
5
1
35.4%
15.2%
Apache Spark
35
+2.9%
6
3
35.4%
10.9%
Data Visualization
34
+17.2%
8
4
34.3%
19.6%
Scikit-Learn
33
+6.5%
7
0
33.3%
13.0%
Extract, Transform, Load (ETL)
33
+17.9%
5
5
33.3%
17.4%
Snowflake
32
+3.2%
3
0
32.3%
2.2%
Data Processing
32
+6.7%
4
0
32.3%
28.3%
Text Mining
32
+10.3%
7
0
32.3%
19.6%
TensorFlow
31
+14.8%
6
0
31.3%
10.9%
Data Modeling
31
+14.8%
5
2
31.3%
15.2%
Neural Networks
30
+11.1%
5
0
30.3%
15.2%
Time Series Analysis
30
+11.1%
5
0
30.3%
19.6%
Cluster Analysis
30
+11.1%
6
2
30.3%
21.7%
Artificial Neural Networks
29
+7.4%
5
0
29.3%
15.2%
Data Pipelines
29
0.0%
3
1
29.3%
17.4%
Hadoop
28
+7.7%
4
0
28.3%
6.5%
Text Analytics
28
+16.7%
7
0
28.3%
6.5%
Probability
28
+16.7%
6
0
28.3%
30.4%
Data Science
28
0.0%
6
5
28.3%
19.6%
Multivariate Statistics
28
-3.4%
4
0
28.3%
41.3%
A/B Testing
27
+22.7%
6
0
27.3%
2.2%
PySpark
26
+13.0%
6
0
26.3%
4.3%
Decision Trees
26
+4.0%
3
0
26.3%
8.7%
Exploratory Data Analysis
26
+4.0%
6
0
26.3%
17.4%
NumPy
26
+13.0%
4
0
26.3%
13.0%
Support Vector Machine (SVM)
25
+4.2%
5
0
25.3%
2.2%
Algorithms
25
+4.2%
4
3
25.3%
45.7%
Visual Analytics
24
+9.1%
4
0
24.2%
4.3%
Logistic Regression
24
+9.1%
5
0
24.2%
6.5%
SAS (Programming Language)
24
0.0%
2
0
24.2%
8.7%
Modeling
23
-4.2%
2
1
23.2%
17.4%
Jupyter
22
+15.8%
5
0
22.2%
8.7%
Statistical Analysis
22
+4.8%
4
1
22.2%
23.9%
Analytical Skills
22
+10.0%
5
5
22.2%
8.7%
Java
22
+10.0%
4
0
22.2%
13.0%
Statistics
22
-4.3%
3
5
22.2%
34.8%
Amazon S3
22
0.0%
2
0
22.2%
6.5%
Amazon Web Services (AWS)
22
+4.8%
3
4
22.2%
17.4%
Mathematical Modeling
21
-4.5%
2
0
21.2%
23.9%
Science
21
+5.0%
5
0
21.2%
26.1%
Bayesian statistics
21
0.0%
3
0
21.2%
19.6%
Unsupervised Learning
21
-8.7%
5
0
21.2%
15.2%
Recommender Systems
21
+5.0%
5
0
21.2%
4.3%
Teradata
20
+17.6%
4
0
20.2%
8.7%
Random Forest
20
+11.1%
3
0
20.2%
6.5%
SAS Base
20
+11.1%
3
0
20.2%
8.7%
Snowflake Cloud
20
-4.8%
1
0
20.2%
2.2%
PyTorch
19
+18.8%
5
0
19.2%
6.5%
Convolutional Neural Networks (CNN)
19
+11.8%
4
0
19.2%
6.5%
Exploratory Testing
19
0.0%
3
0
19.2%
0.0%
C++
19
-9.5%
2
0
19.2%
13.0%
Elasticsearch
19
0.0%
3
0
19.2%
10.9%
Landing Page Optimization
19
+18.8%
4
0
19.2%
2.2%
Matplotlib
19
+35.7%
7
0
19.2%
6.5%
IBM SPSS
19
0.0%
4
0
19.2%
8.7%
Business Analysis
19
+5.6%
2
0
19.2%
0.0%
SAS E-Miner
18
+5.9%
2
0
18.2%
6.5%
AWS Lambda
18
+5.9%
3
0
18.2%
6.5%
Computer Vision
18
+12.5%
4
0
18.2%
10.9%
Data Cleaning
18
+20.0%
5
0
18.2%
10.9%
Data Extraction
18
+5.9%
4
0
18.2%
13.0%
User Experience Testing
18
+20.0%
4
0
18.2%
0.0%
Alteryx
18
+63.6%
6
0
18.2%
6.5%
Data Models
18
+28.6%
5
0
18.2%
13.0%
SQL Server Integration Services (SSIS)
18
+12.5%
2
0
18.2%
4.3%
SQL Server Reporting Services (SSRS)
17
+21.4%
4
0
17.2%
2.2%
ETL Testing
17
+13.3%
2
0
17.2%
8.7%
Data Analytics
17
+41.7%
5
5
17.2%
13.0%
Reinforcement Learning
17
+21.4%
5
0
17.2%
10.9%
Hive
17
+13.3%
4
0
17.2%
4.3%
Data Presentation
17
+6.3%
3
0
17.2%
10.9%
Probability Theory
17
+21.4%
4
0
17.2%
10.9%
Regression Analysis
16
+6.7%
4
0
16.2%
10.9%
Keras
16
+14.3%
4
0
16.2%
4.3%
Data Mining
16
0.0%
2
2
16.2%
6.5%
Microsoft Azure Machine Learning
16
+23.1%
6
0
16.2%
4.3%
Linear Regression
16
0.0%
3
0
16.2%
10.9%
Business Intelligence (BI)
16
+6.7%
3
0
16.2%
4.3%
Data Warehouse Architecture
16
+14.3%
3
0
16.2%
8.7%
Speech Recognition
16
+23.1%
5
0
16.2%
0.0%
MATLAB
16
-5.9%
2
0
16.2%
23.9%
C (Programming Language)
16
+6.7%
3
0
16.2%
13.0%
Databases
16
-5.9%
1
1
16.2%
8.7%
Stata
15
+7.1%
3
0
15.2%
2.2%
Performance Dashboards
15
+25.0%
3
0
15.2%
0.0%
There are no rows in this table
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