The table below looks at the statistics for Cluster Analysis skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Cluster Analysis over the 3 months to 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Cluster Analysis
Rank 866 905 938
Rank change year-on-year
+39 +33
Permanent jobs citing Cluster Analysis 28 33 29
As % of all permanent IT jobs located in England 0.030% 0.033% 0.026%
As % of the Processes & Methodologies category 0.035% 0.038% 0.031%
Number of salaries quoted 22 30 27
Median salary £45,000 £38,750 £50,000
Median salary % change year-on-year
+16.12% -22.50%
90% offered a salary of more than £36,100 £27,950 £37,500
10% offered a salary of more than £75,000 £67,750 £92,500
UK excluding London median salary £45,000 £31,500 £36,250
% change year-on-year
+42.85% -13.10%
Cluster Analysis
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
81094 85836 94997
As % of all permanent IT jobs located in England 87.93% 86.29% 85.41%
Number of salaries quoted 68286 70492 77872
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Cluster Analysis
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Cluster Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Cluster Analysis Jobs Demand Trend in England

Cluster Analysis
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Cluster Analysis across the England region.

Cluster Analysis Salary Trend in England

Cluster Analysis
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Cluster Analysis across the England region over the 3 months to 24 May 2016.

Cluster Analysis Salary Histogram in England

Cluster Analysis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cluster Analysis within the England region over the 3 months to 24 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +16 16 £37,500 -6.25%
South West - 6 £45,000 -
Yorkshire - 5 - -
South East +27 1 £40,000 -5.88%
Cluster Analysis
UK

Cluster Analysis
Top 30 Related IT Skills in England

For the 6 months to 24 May 2016, IT jobs citing Cluster Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Cluster Analysis.

1 30 (71.43%) CHAID
2 27 (64.29%) Analytics
3 25 (59.52%) R
3 25 (59.52%) SQL
4 20 (47.62%) Data Mining
5 19 (45.24%) Python
6 18 (42.86%) SPSS
6 18 (42.86%) Analytical Skills
7 17 (40.48%) Marketing
8 15 (35.71%) SAS
9 14 (33.33%) Apache Hive
9 14 (33.33%) Hadoop
10 13 (30.95%) PhD
10 13 (30.95%) Degree
11 12 (28.57%) Logistic Regression
11 12 (28.57%) Linear Regression
11 12 (28.57%) Statistical Modelling
12 11 (26.19%) Visualisation
13 10 (23.81%) Data Visualisation
13 10 (23.81%) Business Intelligence
14 9 (21.43%) MATLAB
14 9 (21.43%) Text Mining
14 9 (21.43%) Relational Database
15 8 (19.05%) Customer Insight
15 8 (19.05%) Apache Spark
15 8 (19.05%) Data Analysis
15 8 (19.05%) CRM
16 7 (16.67%) Neural Network
16 7 (16.67%) Statistics
17 6 (14.29%) SQL Server

Cluster Analysis
Top Related IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 15 (35.71%) SAS
2 8 (19.05%) Apache Spark
3 5 (11.90%) Apache Pig
4 1 (2.38%) Skype for Business
Applications
1 18 (42.86%) SPSS
2 3 (7.14%) MS Excel
3 2 (4.76%) MS Office
4 1 (2.38%) MS PowerPoint
Business Applications
1 4 (9.52%) FastStats
2 2 (4.76%) SAP InfiniteInsight
3 1 (2.38%) WebTrends
Cloud Services
1 1 (2.38%) SmartFocus
Database & Business Intelligence
1 20 (47.62%) Data Mining
2 14 (33.33%) Apache Hive
2 14 (33.33%) Hadoop
3 9 (21.43%) Relational Database
3 9 (21.43%) Text Mining
4 6 (14.29%) Big Data
4 6 (14.29%) SQL Server
5 5 (11.90%) Impala
5 5 (11.90%) QlikView
6 3 (7.14%) Apache Cassandra
7 1 (2.38%) SQL Server Reporting Services
Development Applications
1 1 (2.38%) Git (software)
General
1 17 (40.48%) Marketing
2 4 (9.52%) Finance
2 4 (9.52%) Telecoms
3 2 (4.76%) Advertising
4 1 (2.38%) Games
4 1 (2.38%) Retail
Job Titles
1 25 (59.52%) Analyst
2 15 (35.71%) Data Analyst
3 13 (30.95%) Data Scientist
4 12 (28.57%) SPSS Analyst
5 10 (23.81%) SPSS Data Analyst
6 8 (19.05%) SAS Analyst
6 8 (19.05%) SQL Analyst
7 6 (14.29%) Insight Analyst
7 6 (14.29%) SQL Data Analyst
8 5 (11.90%) Data Engineer
8 5 (11.90%) Marketing Analyst
9 4 (9.52%) Excel Analyst
9 4 (9.52%) SAS Marketing Analyst
9 4 (9.52%) SPSS Marketing Analyst
10 3 (7.14%) Marketing Data Analyst
10 3 (7.14%) SAS Data Analyst
10 3 (7.14%) SAS Insight Analyst
10 3 (7.14%) Senior Analyst
10 3 (7.14%) Statistical Analyst
11 2 (4.76%) Statistical Data Analyst
Libraries, Frameworks & Software Standards
1 6 (14.29%) D3.js
2 5 (11.90%) Apache Camel
2 5 (11.90%) Kafka
2 5 (11.90%) NumPy
2 5 (11.90%) Velocity
Miscellaneous
1 18 (42.86%) Analytical Skills
2 11 (26.19%) Visualisation
3 7 (16.67%) Neural Network
3 7 (16.67%) Statistics
4 4 (9.52%) Algorithms
4 4 (9.52%) Digital Media
5 3 (7.14%) Mathematics
6 1 (2.38%) Biology
6 1 (2.38%) Chemistry
6 1 (2.38%) Computer Science
6 1 (2.38%) Data Extraction
6 1 (2.38%) Economics
6 1 (2.38%) Physics
6 1 (2.38%) Social Media
Operating Systems
1 1 (2.38%) Linux
Processes & Methodologies
1 30 (71.43%) CHAID
2 27 (64.29%) Analytics
3 12 (28.57%) Linear Regression
3 12 (28.57%) Logistic Regression
3 12 (28.57%) Statistical Modelling
4 10 (23.81%) Business Intelligence
4 10 (23.81%) Data Visualisation
5 8 (19.05%) CRM
5 8 (19.05%) Customer Insight
5 8 (19.05%) Data Analysis
6 6 (14.29%) Exploratory Data Analysis
7 5 (11.90%) Dashboard Development
7 5 (11.90%) MapReduce
8 4 (9.52%) Campaign Analysis
8 4 (9.52%) Direct Marketing
8 4 (9.52%) Machine Learning
8 4 (9.52%) Predictive Modelling
9 3 (7.14%) Business Analytics
10 2 (4.76%) Bayesian Methods
10 2 (4.76%) Factor Analysis
Programming Languages
1 25 (59.52%) R
1 25 (59.52%) SQL
2 19 (45.24%) Python
3 9 (21.43%) MATLAB
4 5 (11.90%) Java
5 1 (2.38%) C#
5 1 (2.38%) C++
5 1 (2.38%) T-SQL
5 1 (2.38%) VB
5 1 (2.38%) VBA
Qualifications
1 13 (30.95%) Degree
1 13 (30.95%) PhD
2 1 (2.38%) MBA
System Software
1 5 (11.90%) Apache Flume
1 5 (11.90%) HDFS
Vendors
1 6 (14.29%) Tableau
2 5 (11.90%) Cloudera
2 5 (11.90%) Hortonworks
2 5 (11.90%) MapR
3 2 (4.76%) Adobe
3 2 (4.76%) Oracle
4 1 (2.38%) Microsoft
4 1 (2.38%) Minitab