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

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Cluster Analysis
UK
Rank 821 926 936
Rank change year-on-year
+105 +10
Permanent jobs citing Cluster Analysis 20 13 30
As % of all permanent IT jobs located in the UK 0.024% 0.013% 0.028%
As % of the Processes & Methodologies category 0.027% 0.014% 0.032%
Number of salaries quoted 20 10 25
Median salary £55,000 £34,500 £40,000
Median salary % change year-on-year
+59.42% -13.75%
90% offered a salary of more than £30,000 £31,150 £28,000
10% offered a salary of more than £67,500 £55,750 £65,000
UK excluding London median salary £35,000 £35,000 £56,250
% change year-on-year
- -37.77%

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
73636 90103 92424
As % of all permanent IT jobs located in the UK 88.79% 88.28% 86.67%
Number of salaries quoted 60524 74752 75526
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 £32,500 £31,250
10% offered a salary of more than £77,500 £75,000 £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 25 February 2017 within the UK.

Cluster Analysis Salary Histogram in the UK

Cluster Analysis
Top 13 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 25 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
England +107 20 £55,000 +59.42% 4
London +80 9 £58,000 +70.58% 2
North West -8 5 £30,000 +57.89%
Manchester - 5 £30,000 -
City of London +46 3 £60,000 +84.61% 2
South East - 3 £57,500 - 1
Surrey - 3 £57,500 - 1
Birmingham - 2 £50,000 -
West Midlands - 2 £50,000 -
East of England +19 1 £110,000 +76.00%
Hertfordshire +8 1 £110,000 +76.00%
Hemel Hempstead - 1 £110,000 -
Guildford - 1 £30,000 -

Cluster Analysis
Top 30 Related IT Skills

For the 6 months to 25 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 with a requirement for Cluster Analysis.

1 35 (74.47%) Analytics
2 30 (63.83%) Data Mining
3 27 (57.45%) R
4 23 (48.94%) SAS
4 23 (48.94%) SQL
5 22 (46.81%) Python
5 22 (46.81%) Mathematics
6 20 (42.55%) Analytical Skills
7 19 (40.43%) Machine Learning
8 18 (38.30%) Statistics
9 16 (34.04%) Neural Network
10 15 (31.91%) Marketing
11 14 (29.79%) Data Analytics
12 13 (27.66%) Statistical Modelling
12 13 (27.66%) Degree
12 13 (27.66%) Computer Science
12 13 (27.66%) Stata
13 12 (25.53%) Hadoop
13 12 (25.53%) Big Data
14 11 (23.40%) Business Intelligence
14 11 (23.40%) CHAID
14 11 (23.40%) Bayesian Methods
15 10 (21.28%) Neuroscience
15 10 (21.28%) Stochastic Modelling
15 10 (21.28%) Predictive Modelling
15 10 (21.28%) Regression Analysis
16 9 (19.15%) SPSS
16 9 (19.15%) Relational Database
17 8 (17.02%) Time Series Analysis
17 8 (17.02%) Data Analysis

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 23 (48.94%) SAS
2 6 (12.77%) Apache Spark
3 3 (6.38%) Apache Pig
4 2 (4.26%) Apache
4 2 (4.26%) Apache Solr
Applications
1 13 (27.66%) Stata
2 9 (19.15%) SPSS
3 4 (8.51%) MS Excel
3 4 (8.51%) MS Office
4 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 12 (25.53%) Big Data
2 12 (25.53%) Hadoop
3 9 (19.15%) Relational Database
4 8 (17.02%) Apache Hive
4 8 (17.02%) Spotfire
5 7 (14.89%) SQL Server
6 6 (12.77%) MongoDB
6 6 (12.77%) NoSQL
6 6 (12.77%) Text Mining
7 3 (6.38%) Apache Cassandra
8 2 (4.26%) BusinessObjects
8 2 (4.26%) HBase
8 2 (4.26%) Power BI
8 2 (4.26%) QlikView
8 2 (4.26%) RDBMS
9 1 (2.13%) Mahout
9 1 (2.13%) SQL Server Analysis Services
General
1 15 (31.91%) Marketing
2 7 (14.89%) Pharmaceutical
3 4 (8.51%) Finance
4 2 (4.26%) Legal
4 2 (4.26%) Retail
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%) Manufacturing
Job Titles
1 26 (55.32%) Data Scientist
2 9 (19.15%) Analyst
3 5 (10.64%) Customer Insight Manager
3 5 (10.64%) Insight Manager
4 4 (8.51%) Analytics Manager
4 4 (8.51%) Data Analyst
5 3 (6.38%) Business Analytics Manager
5 3 (6.38%) Business Manager
5 3 (6.38%) Senior Analytics Manager
5 3 (6.38%) Senior Business Manager
5 3 (6.38%) Senior Manager
5 3 (6.38%) SQL Analyst
5 3 (6.38%) SQL Data Analyst
6 2 (4.26%) Business Intelligence Analyst
6 2 (4.26%) Insight Analyst
6 2 (4.26%) Senior Data Scientist
7 1 (2.13%) Banking Analyst
7 1 (2.13%) Data Consultant
7 1 (2.13%) Marketing Analyst
7 1 (2.13%) Research Analyst
Libraries, Frameworks & Software Standards
1 6 (12.77%) Natural Language Processing
2 2 (4.26%) Lucene
2 2 (4.26%) Regular Expression
3 1 (2.13%) D3.js
Miscellaneous
1 20 (42.55%) 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 35 (74.47%) Analytics
2 22 (46.81%) Mathematics
3 19 (40.43%) Machine Learning
4 18 (38.30%) Statistics
5 16 (34.04%) Neural Network
6 14 (29.79%) Data Analytics
7 13 (27.66%) Statistical Modelling
8 11 (23.40%) Bayesian Methods
8 11 (23.40%) Business Intelligence
8 11 (23.40%) CHAID
9 10 (21.28%) Neuroscience
9 10 (21.28%) Predictive Modelling
9 10 (21.28%) Regression Analysis
9 10 (21.28%) Stochastic Modelling
10 8 (17.02%) Data Analysis
10 8 (17.02%) Data Extraction
10 8 (17.02%) Time Series Analysis
11 7 (14.89%) Decision Tree
11 7 (14.89%) Digital Marketing
11 7 (14.89%) Visualisation
Programming Languages
1 27 (57.45%) R
2 23 (48.94%) SQL
3 22 (46.81%) Python
4 5 (10.64%) Java
5 4 (8.51%) MATLAB
5 4 (8.51%) Scala
6 1 (2.13%) C#
6 1 (2.13%) C++
6 1 (2.13%) VB
6 1 (2.13%) VBA
Qualifications
1 13 (27.66%) Degree
2 8 (17.02%) PhD
Vendors
1 7 (14.89%) TIBCO
2 5 (10.64%) Adobe
2 5 (10.64%) Tableau
3 2 (4.26%) Microsoft
3 2 (4.26%) Splunk
3 2 (4.26%) Teradata
4 1 (2.13%) Alteryx
4 1 (2.13%) Minitab
4 1 (2.13%) Oracle
City, London
Oscar
Salary: £25000 - £32000 per annum + Benefits
Posted: 3 days ago
Leicester, Leicestershire
Emponics Ltd
Salary: to £40,000
Posted: 3 days ago
Surrey
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 23 days ago