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 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Cluster Analysis
UK / England
Rank 817 922 906
Rank change year-on-year
+105 -16
Permanent jobs citing Cluster Analysis 22 14 30
As % of all permanent IT jobs located in England 0.028% 0.015% 0.030%
As % of the Processes & Methodologies category 0.031% 0.017% 0.035%
Number of salaries quoted 20 11 27
Median salary £50,000 £35,000 £45,000
Median salary % change year-on-year
+42.85% -22.22%
90% offered a salary of more than £30,000 £32,500 £28,000
10% offered a salary of more than £67,500 £55,000 £65,000
UK excluding London median salary £30,000 £35,000 £60,000
% change year-on-year
-14.28% -41.66%

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
70431 82998 86048
As % of all permanent IT jobs located in England 88.76% 88.22% 86.53%
Number of salaries quoted 58371 69691 71211
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 20 February 2017.

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 20 February 2017. 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 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 +48 9 £58,000 +42.33%
North West -8 7 £30,000 +57.89%
South East - 5 £57,500 - 1
East of England +28 1 £110,000 +76.00% 1
Cluster Analysis
UK

Cluster Analysis
Top 30 Related IT Skills in England

For the 6 months to 20 February 2017, 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 37 (78.72%) Analytics
2 30 (63.83%) Data Mining
3 27 (57.45%) R
4 24 (51.06%) Mathematics
5 22 (46.81%) SAS
5 22 (46.81%) Python
5 22 (46.81%) SQL
6 21 (44.68%) Analytical Skills
7 19 (40.43%) Machine Learning
7 19 (40.43%) Statistics
8 16 (34.04%) Neural Network
9 15 (31.91%) Marketing
9 15 (31.91%) Degree
10 14 (29.79%) Stata
10 14 (29.79%) Statistical Modelling
10 14 (29.79%) Data Analytics
11 13 (27.66%) Computer Science
12 12 (25.53%) CHAID
13 11 (23.40%) Business Intelligence
13 11 (23.40%) Hadoop
13 11 (23.40%) Big Data
13 11 (23.40%) Regression Analysis
13 11 (23.40%) Bayesian Methods
14 10 (21.28%) Neuroscience
14 10 (21.28%) Stochastic Modelling
14 10 (21.28%) Predictive Modelling
14 10 (21.28%) SPSS
15 9 (19.15%) PhD
15 9 (19.15%) Relational Database
16 8 (17.02%) Time Series Analysis

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 22 (46.81%) SAS
2 6 (12.77%) Apache Spark
3 3 (6.38%) Apache Pig
4 1 (2.13%) Apache
4 1 (2.13%) Apache Solr
Applications
1 14 (29.79%) Stata
2 10 (21.28%) SPSS
3 5 (10.64%) MS Office
4 4 (8.51%) MS Excel
5 2 (4.26%) S-PLUS
Business Applications
1 4 (8.51%) Data Workbench
2 1 (2.13%) FastStats
Cloud Services
1 1 (2.13%) Adobe Analytics
1 1 (2.13%) Amazon AWS
1 1 (2.13%) Amazon S3
Database & Business Intelligence
1 30 (63.83%) Data Mining
2 11 (23.40%) Big Data
2 11 (23.40%) Hadoop
3 9 (19.15%) Relational Database
4 8 (17.02%) Apache Hive
4 8 (17.02%) Spotfire
5 6 (12.77%) SQL Server
5 6 (12.77%) Text Mining
6 5 (10.64%) NoSQL
7 4 (8.51%) MongoDB
8 3 (6.38%) Apache Cassandra
9 2 (4.26%) BusinessObjects
9 2 (4.26%) HBase
9 2 (4.26%) Power BI
9 2 (4.26%) RDBMS
10 1 (2.13%) Mahout
10 1 (2.13%) QlikView
10 1 (2.13%) SQL Server Analysis Services
General
1 15 (31.91%) Marketing
2 7 (14.89%) Pharmaceutical
3 5 (10.64%) Finance
4 2 (4.26%) Telecoms
5 1 (2.13%) Advertising
5 1 (2.13%) Banking
5 1 (2.13%) French Language
5 1 (2.13%) Games
5 1 (2.13%) German Language
5 1 (2.13%) Law
5 1 (2.13%) Legal
5 1 (2.13%) Manufacturing
5 1 (2.13%) Retail
Job Titles
1 25 (53.19%) Data Scientist
2 10 (21.28%) Analyst
3 6 (12.77%) Data Analyst
4 5 (10.64%) Customer Insight Manager
4 5 (10.64%) Insight Manager
5 4 (8.51%) Analytics Manager
6 3 (6.38%) Business Analytics Manager
6 3 (6.38%) Business Manager
6 3 (6.38%) Senior Analytics Manager
6 3 (6.38%) Senior Business Manager
6 3 (6.38%) Senior Manager
7 2 (4.26%) Business Intelligence Analyst
7 2 (4.26%) Research Analyst
7 2 (4.26%) Senior Data Scientist
7 2 (4.26%) SPSS Analyst
7 2 (4.26%) SPSS Data Analyst
7 2 (4.26%) SQL Analyst
7 2 (4.26%) SQL Data Analyst
7 2 (4.26%) Statistical Analyst
7 2 (4.26%) Statistical Data Analyst
Libraries, Frameworks & Software Standards
1 5 (10.64%) Natural Language Processing
2 1 (2.13%) D3.js
2 1 (2.13%) Lucene
2 1 (2.13%) Regular Expression
Miscellaneous
1 21 (44.68%) Analytical Skills
2 13 (27.66%) Computer Science
3 6 (12.77%) Algorithms
4 2 (4.26%) Credit Risk
4 2 (4.26%) Digital Media
5 1 (2.13%) Social Media
5 1 (2.13%) Virtual Team
Operating Systems
1 1 (2.13%) Windows
Processes & Methodologies
1 37 (78.72%) Analytics
2 24 (51.06%) Mathematics
3 19 (40.43%) Machine Learning
3 19 (40.43%) Statistics
4 16 (34.04%) Neural Network
5 14 (29.79%) Data Analytics
5 14 (29.79%) Statistical Modelling
6 12 (25.53%) CHAID
7 11 (23.40%) Bayesian Methods
7 11 (23.40%) Business Intelligence
7 11 (23.40%) Regression Analysis
8 10 (21.28%) Neuroscience
8 10 (21.28%) Predictive Modelling
8 10 (21.28%) Stochastic Modelling
9 8 (17.02%) Time Series Analysis
10 7 (14.89%) Data Analysis
10 7 (14.89%) Data Extraction
10 7 (14.89%) Decision Tree
11 6 (12.77%) Digital Marketing
11 6 (12.77%) Statistical Analysis
Programming Languages
1 27 (57.45%) R
2 22 (46.81%) Python
2 22 (46.81%) SQL
3 4 (8.51%) Java
3 4 (8.51%) MATLAB
4 3 (6.38%) Scala
5 1 (2.13%) C#
5 1 (2.13%) C++
5 1 (2.13%) VB
5 1 (2.13%) VBA
Qualifications
1 15 (31.91%) Degree
2 9 (19.15%) PhD
Vendors
1 7 (14.89%) TIBCO
2 5 (10.64%) Adobe
3 4 (8.51%) Tableau
4 2 (4.26%) Microsoft
4 2 (4.26%) Splunk
4 2 (4.26%) Teradata
5 1 (2.13%) Alteryx
5 1 (2.13%) Minitab
5 1 (2.13%) Oracle
Birmingham, West Midlands (County)
Computer People
Salary: £45000.00 - £70000.00 per annum + Benefits and Bonus
Posted: 4 days ago
Surrey
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 18 days ago
Hemel Hempstead
Churchill Frank
Salary: £100000 - £120000 per annum
Posted: 27 days ago