The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Cluster Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cluster Analysis over the 3 months to 29 April 2017 with a comparison to the same period in the previous 2 years.

Cluster Analysis
England / South East
3 months to
29 Apr 2017
Same period 2016 Same period 2015
Rank 392 - 478
Rank change year-on-year - 0  
Permanent jobs citing Cluster Analysis 5 0 2
As % of all permanent IT jobs advertised in the South East 0.033% - 0.009%
As % of the Processes & Methodologies category 0.039% - 0.011%
Number of salaries quoted 5 0 0
Median salary £57,500 - -
UK excluding London median salary £42,500 £40,000 £20,500
% change year-on-year +6.25% +95.12%  

Cluster Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for process and methodology skills.

Process & Methodology Skills
South East
Permanent job vacancies with a requirement for process and methodology skills 12926 16785 18433
As % of all permanent IT job vacancies advertised in the South East 85.96% 86.72% 85.66%
Number of salaries quoted 10716 14108 14566
Median salary £47,500 £47,500 £47,000
Median salary % change year-on-year - +1.06%  
90% offered a salary of more than £31,000 £30,500 £30,000
10% offered a salary of more than £67,500 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Cluster Analysis
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East citing Cluster Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Cluster Analysis in the South East

Cluster Analysis
Salary Trend in the South East

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

Salary trend for Cluster Analysis in the South East

Cluster Analysis
Salary Histogram in the South East

The salary distribution of IT jobs citing Cluster Analysis in the South East over the 3 months to 29 April 2017.

Salary histogram for Cluster Analysis in the South East

Cluster Analysis
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cluster Analysis within the South East region over the 3 months to 29 April 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
Surrey - 4 £58,750 - 1
Oxfordshire - 1 £40,000 -
Cluster Analysis
England

For the 6 months to 29 April 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 South East region with a requirement for Cluster Analysis.

1 7 (77.78%) Degree
2 6 (66.67%) Mathematics
2 6 (66.67%) SQL
2 6 (66.67%) Python
2 6 (66.67%) Machine Learning
2 6 (66.67%) Analytics
2 6 (66.67%) Algorithms
2 6 (66.67%) Complexity Analysis
3 5 (55.56%) Analytical Skills
3 5 (55.56%) Big Data
3 5 (55.56%) R
3 5 (55.56%) Data Visualisation
3 5 (55.56%) Visualisation
4 4 (44.44%) MongoDB
4 4 (44.44%) Predictive Analytics
4 4 (44.44%) Scala
4 4 (44.44%) Hadoop
4 4 (44.44%) Apache Spark
4 4 (44.44%) Data Mining
4 4 (44.44%) SAS
4 4 (44.44%) Statistics
5 3 (33.33%) PhD
5 3 (33.33%) Greenfield Project
6 2 (22.22%) Regression Analysis
6 2 (22.22%) Signal Processing
6 2 (22.22%) Predictive Modelling
6 2 (22.22%) Bayesian Methods
6 2 (22.22%) Time Series Analysis
6 2 (22.22%) Linear Regression
6 2 (22.22%) Marketing

Cluster Analysis
Co-occurring IT Skills in the South East 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 4 (44.44%) Apache Spark
1 4 (44.44%) SAS
Applications
1 1 (11.11%) Microsoft Excel
1 1 (11.11%) Microsoft Office
Business Applications
1 1 (11.11%) Data Workbench
Database & Business Intelligence
1 5 (55.56%) Big Data
2 4 (44.44%) Data Mining
2 4 (44.44%) Hadoop
2 4 (44.44%) MongoDB
3 2 (22.22%) Spotfire
4 1 (11.11%) BusinessObjects
4 1 (11.11%) Power BI
4 1 (11.11%) QlikView
4 1 (11.11%) SQL Server
Development Applications
1 1 (11.11%) Git (software)
General
1 2 (22.22%) Marketing
1 2 (22.22%) Pharmaceutical
Job Titles
1 4 (44.44%) Data Scientist
2 1 (11.11%) Analyst
2 1 (11.11%) Analytics Manager
2 1 (11.11%) Business Analytics Manager
2 1 (11.11%) Business Intelligence Analyst
2 1 (11.11%) Business Manager
2 1 (11.11%) Customer Insight Manager
2 1 (11.11%) Insight Manager
2 1 (11.11%) Scientific Software Engineer
2 1 (11.11%) Senior Analytics Manager
2 1 (11.11%) Senior Business Manager
2 1 (11.11%) Senior Data Scientist
2 1 (11.11%) Senior Manager
2 1 (11.11%) Software Engineer
Miscellaneous
1 6 (66.67%) Algorithms
2 5 (55.56%) Analytical Skills
3 3 (33.33%) Greenfield Project
4 2 (22.22%) Computer Science
Operating Systems
1 1 (11.11%) Linux
1 1 (11.11%) Windows
Processes & Methodologies
1 6 (66.67%) Analytics
1 6 (66.67%) Complexity Analysis
1 6 (66.67%) Machine Learning
1 6 (66.67%) Mathematics
2 5 (55.56%) Data Visualisation
2 5 (55.56%) Visualisation
3 4 (44.44%) Predictive Analytics
3 4 (44.44%) Statistics
4 2 (22.22%) Bayesian Methods
4 2 (22.22%) Linear Regression
4 2 (22.22%) Neural Network
4 2 (22.22%) Physics
4 2 (22.22%) Predictive Modelling
4 2 (22.22%) Regression Analysis
4 2 (22.22%) Signal Processing
4 2 (22.22%) Software Engineering
4 2 (22.22%) Time Series Analysis
5 1 (11.11%) Customer Insight
5 1 (11.11%) Customer Segmentation
5 1 (11.11%) Decision Tree
Programming Languages
1 6 (66.67%) Python
1 6 (66.67%) SQL
2 5 (55.56%) R
3 4 (44.44%) Scala
4 2 (22.22%) C#
4 2 (22.22%) C++
4 2 (22.22%) VB
5 1 (11.11%) Java
5 1 (11.11%) MATLAB
Qualifications
1 7 (77.78%) Degree
2 3 (33.33%) PhD
Vendors
1 2 (22.22%) TIBCO
2 1 (11.11%) Adobe
2 1 (11.11%) Tableau
Surrey
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 10 days ago