The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
South West / Gloucestershire
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 100 96 -
Rank change year-on-year -4 -  
Permanent jobs citing Data Mining 1 4 0
As % of all permanent IT jobs advertised in Gloucestershire 0.11% 0.41% -
As % of the Database & Business Intelligence category 0.31% 1.17% -
Number of salaries quoted 1 4 0
Median salary £35,000 £50,000 -
Median salary % change year-on-year -30.00% -  
UK excluding London median salary £52,500 £42,500 £45,000
% change year-on-year +23.52% -5.55%  

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Gloucestershire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Gloucestershire
Permanent job vacancies with a requirement for database and business intelligence skills 322 342 371
As % of all permanent IT job vacancies advertised in Gloucestershire 34.77% 34.69% 35.17%
Number of salaries quoted 290 254 279
Median salary £43,000 £47,500 £45,000
Median salary % change year-on-year -9.47% +5.55%  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £60,000 £57,750 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mining
Job Vacancy Trend in Gloucestershire

The job posting trend of jobs advertised in Gloucestershire citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mining in Gloucestershire

Data Mining
Salary Trend in Gloucestershire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining in Gloucestershire.

Salary trend for Data Mining in Gloucestershire

For the 6 months to 24 June 2017, IT jobs citing Data Mining 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 Gloucestershire region with a requirement for Data Mining.

1 7 (87.50%) C#
1 7 (87.50%) C++
1 7 (87.50%) Java
1 7 (87.50%) Agile Software Development
1 7 (87.50%) Software Engineering
1 7 (87.50%) DV Cleared
1 7 (87.50%) Security Cleared
1 7 (87.50%) Reverse Engineering
1 7 (87.50%) Big Data
1 7 (87.50%) Cybersecurity
1 7 (87.50%) Algorithms
2 4 (50.00%) Threat Detection
2 4 (50.00%) Ethical Hacking
3 3 (37.50%) Penetration Testing
3 3 (37.50%) MongoDB
3 3 (37.50%) Elasticsearch
4 1 (12.50%) Analytics
4 1 (12.50%) Northgate
4 1 (12.50%) Civica
4 1 (12.50%) Capita
4 1 (12.50%) Academy Housing
4 1 (12.50%) Orchard
4 1 (12.50%) Statistical Analysis
4 1 (12.50%) Predictive Analytics
4 1 (12.50%) SQL Server Reporting Services
4 1 (12.50%) GIS
4 1 (12.50%) ESRI
4 1 (12.50%) ArcGIS
4 1 (12.50%) Management Information System
4 1 (12.50%) Microsoft Excel

Data Mining
Co-occurring IT Skills in Gloucestershire 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 (37.50%) Elasticsearch
2 1 (12.50%) ArcGIS
Applications
1 1 (12.50%) Microsoft Excel
Business Applications
1 1 (12.50%) Aareon QL
1 1 (12.50%) Academy Housing
1 1 (12.50%) Kypera Housing
1 1 (12.50%) MIS ActiveH
1 1 (12.50%) Northgate Housing
1 1 (12.50%) OPENHousing
1 1 (12.50%) Orchard Housing
Database & Business Intelligence
1 7 (87.50%) Big Data
2 3 (37.50%) MongoDB
3 1 (12.50%) BusinessObjects
3 1 (12.50%) GIS
3 1 (12.50%) SQL Server Reporting Services
Job Titles
1 4 (50.00%) C# Software Engineer
1 4 (50.00%) C++ Software Engineer
1 4 (50.00%) Java Engineer
1 4 (50.00%) Java Software Engineer
1 4 (50.00%) Software Engineer
2 3 (37.50%) C# Developer
2 3 (37.50%) Developer
3 1 (12.50%) Analyst
3 1 (12.50%) Business Intelligence Analyst
Miscellaneous
1 7 (87.50%) Algorithms
2 1 (12.50%) Management Information System
Processes & Methodologies
1 7 (87.50%) Agile Software Development
1 7 (87.50%) Cybersecurity
1 7 (87.50%) Reverse Engineering
1 7 (87.50%) Software Engineering
2 4 (50.00%) Ethical Hacking
2 4 (50.00%) Threat Detection
3 3 (37.50%) Penetration Testing
4 1 (12.50%) Analytics
4 1 (12.50%) Business Intelligence
4 1 (12.50%) Predictive Analysis
4 1 (12.50%) Predictive Analytics
4 1 (12.50%) Statistical Analysis
Programming Languages
1 7 (87.50%) C#
1 7 (87.50%) C++
1 7 (87.50%) Java
Qualifications
1 7 (87.50%) DV Cleared
1 7 (87.50%) Security Cleared
Vendors
1 1 (12.50%) Aareon
1 1 (12.50%) Capita
1 1 (12.50%) Castleton
1 1 (12.50%) Civica
1 1 (12.50%) ESRI
1 1 (12.50%) Mapinfo
1 1 (12.50%) Northgate
1 1 (12.50%) Orchard