Period
to 23 July 2017

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 6 months to 23 July 2017 with a comparison to the same period in the previous 2 years.

Cluster Analysis
England > South East
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 535 622 651
Rank change year-on-year +87 +29 +16
Permanent jobs citing Cluster Analysis 6 2 6
As % of all permanent IT jobs advertised in the South East 0.020% 0.005% 0.014%
As % of the Processes & Methodologies category 0.023% 0.006% 0.016%
Number of salaries quoted 6 2 4
South East median annual salary £48,750 £42,500 £42,500
Median salary % change year-on-year +14.71% - +57.41%
10th Percentile £35,625 £37,750 £38,625
90th Percentile £65,000 £49,250 £58,625
England median annual salary £57,500 £45,000 £42,500
% change year-on-year +27.78% +5.88% -39.29%

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 25724 33133 36544
As % of all permanent IT job vacancies advertised in the South East 86.66% 87.07% 86.17%
Number of salaries quoted 21259 27868 29234
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,000 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Cluster Analysis
Job Vacancy Trend in the South East

Job postings citing Cluster Analysis as a percentage of all IT jobs advertised in the South East.

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 6 months to 23 July 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 6 months to 23 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Surrey - 4 £58,750 -
Thames Valley +59 2 £38,750 -8.82%
Oxfordshire +22 2 £38,750 -8.82%
Cluster Analysis
England

For the 6 months to 23 July 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 5 (83.33%) Python
1 5 (83.33%) Degree
1 5 (83.33%) Mathematics
1 5 (83.33%) Machine Learning
1 5 (83.33%) Algorithms
1 5 (83.33%) Complexity Analysis
1 5 (83.33%) Numerate Degree
2 4 (66.67%) Data Visualisation
2 4 (66.67%) Analytics
2 4 (66.67%) Visualisation
3 3 (50.00%) Scala
3 3 (50.00%) Hadoop
3 3 (50.00%) MongoDB
3 3 (50.00%) Predictive Analytics
3 3 (50.00%) Statistics
3 3 (50.00%) SQL
3 3 (50.00%) Data Mining
3 3 (50.00%) SAS
3 3 (50.00%) Analytical Skills
3 3 (50.00%) Apache Spark
3 3 (50.00%) Big Data
3 3 (50.00%) R
3 3 (50.00%) Greenfield Project
4 2 (33.33%) Linear Regression
4 2 (33.33%) Bayesian Methods
4 2 (33.33%) VB
4 2 (33.33%) Linux
4 2 (33.33%) C#
4 2 (33.33%) C++
4 2 (33.33%) Neural Network

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 3 (50.00%) Apache Spark
1 3 (50.00%) SAS
Applications
1 1 (16.67%) Microsoft Excel
Database & Business Intelligence
1 3 (50.00%) Big Data
1 3 (50.00%) Data Mining
1 3 (50.00%) Hadoop
1 3 (50.00%) MongoDB
2 1 (16.67%) BusinessObjects
2 1 (16.67%) Power BI
2 1 (16.67%) QlikView
Development Applications
1 2 (33.33%) Git (software)
Job Titles
1 3 (50.00%) Data Scientist
2 1 (16.67%) Analyst
2 1 (16.67%) Business Intelligence Analyst
2 1 (16.67%) Senior Data Scientist
Miscellaneous
1 5 (83.33%) Algorithms
2 3 (50.00%) Analytical Skills
2 3 (50.00%) Greenfield Project
3 2 (33.33%) Computer Science
4 1 (16.67%) Robotics
Operating Systems
1 2 (33.33%) Linux
Processes & Methodologies
1 5 (83.33%) Complexity Analysis
1 5 (83.33%) Machine Learning
1 5 (83.33%) Mathematics
2 4 (66.67%) Analytics
2 4 (66.67%) Data Visualisation
2 4 (66.67%) Visualisation
3 3 (50.00%) Predictive Analytics
3 3 (50.00%) Statistics
4 2 (33.33%) Bayesian Methods
4 2 (33.33%) Biology
4 2 (33.33%) Chemistry
4 2 (33.33%) Linear Regression
4 2 (33.33%) Neural Network
4 2 (33.33%) Physics
4 2 (33.33%) Signal Processing
5 1 (16.67%) Business Intelligence
5 1 (16.67%) Predictive Modelling
5 1 (16.67%) Regression Analysis
5 1 (16.67%) Software Engineering
5 1 (16.67%) Time Series Analysis
Programming Languages
1 5 (83.33%) Python
2 3 (50.00%) R
2 3 (50.00%) Scala
2 3 (50.00%) SQL
3 2 (33.33%) C#
3 2 (33.33%) C++
3 2 (33.33%) MATLAB
3 2 (33.33%) VB
Qualifications
1 5 (83.33%) Degree
1 5 (83.33%) Numerate Degree
2 2 (33.33%) PhD
Vendors
1 1 (16.67%) Tableau