Period
to 23 November 2017

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

Data Mining
South West > Gloucestershire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 131 150 148
Rank change year-on-year +19 -2 -
Permanent jobs citing Data Mining 4 19 4
As % of all permanent IT jobs advertised in Gloucestershire 0.27% 0.84% 0.20%
As % of the Database & Business Intelligence category 0.78% 2.76% 0.62%
Number of salaries quoted 3 19 4
Gloucestershire median annual salary £23,500 £50,000 £47,500
Median salary % change year-on-year -53.00% +5.26% -
10th Percentile £21,350 £47,500 £40,775
90th Percentile £34,850 £60,000 £51,250
South West median annual salary £55,000 £50,000 £32,000
% change year-on-year +10.00% +56.25% -8.57%

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

All Database and Business Intelligence Skills
Gloucestershire
Permanent vacancies with a requirement for database or business intelligence skills 511 688 648
As % of all permanent IT jobs advertised in Gloucestershire 34.39% 30.35% 31.64%
Number of salaries quoted 434 571 516
Gloucestershire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +13.33%
10th Percentile £25,250 £30,000 £27,500
90th Percentile £57,500 £63,750 £65,000
South West median annual salary £40,000 £40,500 £38,825
% change year-on-year -1.23% +4.31% +3.53%

Data Mining
Job Vacancy Trend in Gloucestershire

Job postings citing Data Mining as a percentage of all IT jobs advertised in Gloucestershire.

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

Data Mining
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Data Mining in Gloucestershire over the 6 months to 23 November 2017.

Salary histogram for Data Mining in Gloucestershire

Data Mining
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Gloucestershire region over the 6 months to 23 November 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
Cheltenham -2 4 £23,500 -53.00%
Data Mining
South West

For the 6 months to 23 November 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 3 (75.00%) C++
1 3 (75.00%) Java
1 3 (75.00%) OO
1 3 (75.00%) Python
1 3 (75.00%) Games
1 3 (75.00%) Software Engineering
1 3 (75.00%) Degree
1 3 (75.00%) Computer Science
1 3 (75.00%) Game Development
1 3 (75.00%) Big Data
2 1 (25.00%) Linux
2 1 (25.00%) VMS
2 1 (25.00%) Microsoft
2 1 (25.00%) Intrusion Detection
2 1 (25.00%) Penetration Testing
2 1 (25.00%) Data Analysis
2 1 (25.00%) C
2 1 (25.00%) C#
2 1 (25.00%) Reverse Engineering
2 1 (25.00%) Microsoft Azure
2 1 (25.00%) Malware Analysis
2 1 (25.00%) Malware Detection/Protection
2 1 (25.00%) Virtual Machines
2 1 (25.00%) Prototyping
2 1 (25.00%) Threat Intelligence

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:

Cloud Services
1 1 (25.00%) Microsoft Azure
Communications & Networking
1 1 (25.00%) Intrusion Detection
Database & Business Intelligence
1 3 (75.00%) Big Data
General
1 3 (75.00%) Games
Job Titles
1 3 (75.00%) Software Engineer
2 2 (50.00%) Graduate
2 2 (50.00%) Graduate Software Engineer
3 1 (25.00%) Developer
3 1 (25.00%) Java Developer
3 1 (25.00%) Security Engineer
Miscellaneous
1 3 (75.00%) Computer Science
Operating Systems
1 1 (25.00%) Linux
1 1 (25.00%) VMS
Processes & Methodologies
1 3 (75.00%) Game Development
1 3 (75.00%) OO
1 3 (75.00%) Software Engineering
2 1 (25.00%) Data Analysis
2 1 (25.00%) Malware Analysis
2 1 (25.00%) Malware Detection/Protection
2 1 (25.00%) Penetration Testing
2 1 (25.00%) Prototyping
2 1 (25.00%) Reverse Engineering
2 1 (25.00%) Threat Intelligence
Programming Languages
1 3 (75.00%) C++
1 3 (75.00%) Java
1 3 (75.00%) Python
2 1 (25.00%) C
2 1 (25.00%) C#
Qualifications
1 3 (75.00%) Degree
System Software
1 1 (25.00%) Virtual Machines
Vendors
1 1 (25.00%) Microsoft