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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Cluster Analysis
Rank 839 941 952
Rank change year-on-year
+102 +11
Permanent jobs citing Cluster Analysis 26 28 34
As % of all permanent IT jobs located in the UK 0.029% 0.026% 0.030%
As % of the Processes & Methodologies category 0.033% 0.030% 0.035%
Number of salaries quoted 17 24 31
Median salary £30,000 £42,500 £55,000
Median salary % change year-on-year
-29.41% -22.72%
90% offered a salary of more than £29,000 £34,300 £27,500
10% offered a salary of more than £67,900 £64,250 £65,000
UK excluding London median salary £30,000 £40,000 £58,750
% change year-on-year
-25.00% -31.91%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
78721 93895 98432
As % of all permanent IT jobs located in the UK 88.10% 87.48% 85.64%
Number of salaries quoted 64899 77524 80842
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Cluster Analysis
Jobs Demand Trend

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

Cluster Analysis Jobs Demand Trend in the UK

Cluster Analysis
Salary Trend

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

Cluster Analysis Salary Trend in the UK

Cluster Analysis
Salary Histogram

This chart provides a salary histogram for IT jobs citing Cluster Analysis over the 3 months to 3 December 2016 within the UK.

Cluster Analysis Salary Histogram in the UK

Cluster Analysis
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cluster Analysis within the UK over the 3 months to 3 December 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
England +73 26 £30,000 -29.41% 2
South East - 10 £40,000 -
North West -10 9 £30,000 +33.33% 1
Manchester - 8 £30,000 -
Berkshire - 8 £68,500 -
London +54 6 £67,500 +35.00% 1
Surrey - 2 £35,000 -
City of London +27 1 £41,750 +11.33%
Warrington +16 1 £27,500 +22.22% 1
Cheshire +11 1 £27,500 +22.22% 1
South West +7 1 £45,000 +12.50%
Bristol - 1 £45,000 -
Epsom - 1 £40,000 -
Guildford - 1 £30,000 -
Bracknell - 1 - -

Cluster Analysis
Top 30 Related IT Skills

For the 6 months to 3 December 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 with a requirement for Cluster Analysis.

1 39 (81.25%) Analytics
2 27 (56.25%) Data Mining
3 25 (52.08%) R
4 22 (45.83%) Analytical Skills
5 21 (43.75%) Degree
5 21 (43.75%) Python
6 20 (41.67%) SQL
6 20 (41.67%) Mathematics
6 20 (41.67%) Machine Learning
7 18 (37.50%) Neural Network
7 18 (37.50%) Statistics
8 17 (35.42%) SAS
8 17 (35.42%) Predictive Modelling
9 15 (31.25%) Big Data
9 15 (31.25%) Computer Science
9 15 (31.25%) PhD
10 14 (29.17%) SPSS
10 14 (29.17%) Marketing
11 13 (27.08%) Stata
12 12 (25.00%) CHAID
12 12 (25.00%) Data Analytics
12 12 (25.00%) Regression Analysis
12 12 (25.00%) Bayesian Methods
13 11 (22.92%) Statistical Modelling
13 11 (22.92%) Hadoop
14 10 (20.83%) Time Series Analysis
14 10 (20.83%) Relational Database
15 9 (18.75%) Algorithms
15 9 (18.75%) Linear Regression
15 9 (18.75%) Apache Hive

Cluster Analysis
Top Related IT Skills 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 17 (35.42%) SAS
2 6 (12.50%) Apache Pig
3 3 (6.25%) Apache Spark
Applications
1 14 (29.17%) SPSS
2 13 (27.08%) Stata
3 7 (14.58%) MS Office
4 5 (10.42%) MS Excel
5 2 (4.17%) CPLEX
5 2 (4.17%) S-PLUS
Business Applications
1 4 (8.33%) Data Workbench
2 1 (2.08%) FastStats
Cloud Services
1 1 (2.08%) Adobe Analytics
Database & Business Intelligence
1 27 (56.25%) Data Mining
2 15 (31.25%) Big Data
3 11 (22.92%) Hadoop
4 10 (20.83%) Relational Database
5 9 (18.75%) Apache Hive
6 8 (16.67%) Spotfire
7 6 (12.50%) Text Mining
8 5 (10.42%) SQL Server
9 3 (6.25%) HBase
10 2 (4.17%) BusinessObjects
10 2 (4.17%) NoSQL
10 2 (4.17%) Power BI
10 2 (4.17%) RDBMS
11 1 (2.08%) Apache Cassandra
11 1 (2.08%) Mahout
11 1 (2.08%) QlikView
Development Applications
1 2 (4.17%) Git (software)
General
1 14 (29.17%) Marketing
2 7 (14.58%) Finance
2 7 (14.58%) Pharmaceutical
3 3 (6.25%) Advertising
4 2 (4.17%) Retail
5 1 (2.08%) Banking
5 1 (2.08%) Games
5 1 (2.08%) Telecoms
Job Titles
1 24 (50.00%) Data Scientist
2 12 (25.00%) Analyst
3 8 (16.67%) Data Analyst
4 5 (10.42%) Customer Insight Manager
4 5 (10.42%) Insight Manager
4 5 (10.42%) Senior Data Scientist
5 4 (8.33%) Analytics Manager
6 3 (6.25%) Business Analytics Manager
6 3 (6.25%) Business Manager
6 3 (6.25%) Research Analyst
6 3 (6.25%) Senior Analytics Manager
6 3 (6.25%) Senior Business Manager
6 3 (6.25%) Senior Manager
6 3 (6.25%) SPSS Analyst
6 3 (6.25%) SPSS Data Analyst
6 3 (6.25%) Statistical Analyst
6 3 (6.25%) Statistical Data Analyst
7 2 (4.17%) Business Intelligence Analyst
7 2 (4.17%) Data Consultant
7 2 (4.17%) IT Consultant
Libraries, Frameworks & Software Standards
1 4 (8.33%) Natural Language Processing
2 1 (2.08%) D3.js
Miscellaneous
1 22 (45.83%) Analytical Skills
2 20 (41.67%) Mathematics
3 18 (37.50%) Neural Network
3 18 (37.50%) Statistics
4 15 (31.25%) Computer Science
5 9 (18.75%) Algorithms
6 7 (14.58%) Physics
7 6 (12.50%) Data Extraction
7 6 (12.50%) Economics
7 6 (12.50%) Visualisation
8 4 (8.33%) Chemistry
8 4 (8.33%) Digital Media
8 4 (8.33%) Social Media
9 2 (4.17%) Applied Mathematics
9 2 (4.17%) Artificial Intelligence
9 2 (4.17%) Biology
9 2 (4.17%) Informatics
9 2 (4.17%) Psychology
10 1 (2.08%) Credit Risk
10 1 (2.08%) Robotics
Operating Systems
1 2 (4.17%) Linux
2 1 (2.08%) Windows
Processes & Methodologies
1 39 (81.25%) Analytics
2 20 (41.67%) Machine Learning
3 17 (35.42%) Predictive Modelling
4 12 (25.00%) Bayesian Methods
4 12 (25.00%) CHAID
4 12 (25.00%) Data Analytics
4 12 (25.00%) Regression Analysis
5 11 (22.92%) Statistical Modelling
6 10 (20.83%) Time Series Analysis
7 9 (18.75%) Business Intelligence
7 9 (18.75%) Data Analysis
7 9 (18.75%) Linear Regression
8 8 (16.67%) Logistic Regression
8 8 (16.67%) Market Research
8 8 (16.67%) Statistical Analysis
9 7 (14.58%) Factor Analysis
9 7 (14.58%) Neuroscience
9 7 (14.58%) Stochastic Modelling
10 6 (12.50%) Customer Insight
10 6 (12.50%) Digital Marketing
Programming Languages
1 25 (52.08%) R
2 21 (43.75%) Python
3 20 (41.67%) SQL
4 9 (18.75%) MATLAB
5 5 (10.42%) C++
5 5 (10.42%) Java
6 3 (6.25%) C#
6 3 (6.25%) VB
7 2 (4.17%) Clojure
7 2 (4.17%) Perl
7 2 (4.17%) Ruby
8 1 (2.08%) VBA
Qualifications
1 21 (43.75%) Degree
2 15 (31.25%) PhD
Vendors
1 7 (14.58%) TIBCO
2 5 (10.42%) Adobe
3 4 (8.33%) Alteryx
3 4 (8.33%) Microsoft
3 4 (8.33%) Tableau
4 1 (2.08%) Minitab
4 1 (2.08%) Oracle
4 1 (2.08%) Splunk
4 1 (2.08%) Teradata
Warrington, Cheshire
Sanderson
Salary: £20000.00 - £30000.00 per annum
Posted: Yesterday