Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
Gloucestershire > Cheltenham
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 80 77 79
Rank change year-on-year -3 +2 -
Permanent jobs citing Data Mining 4 19 4
As % of all permanent IT jobs advertised in Cheltenham 0.85% 2.26% 0.59%
As % of the Database & Business Intelligence category 1.96% 5.83% 1.69%
Number of salaries quoted 3 19 4
Cheltenham 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
Gloucestershire median annual salary £23,500 £50,000 £47,500
% change year-on-year -53.00% +5.26% -

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 Cheltenham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cheltenham
Permanent vacancies with a requirement for database or business intelligence skills 204 326 237
As % of all permanent IT jobs advertised in Cheltenham 43.13% 38.81% 35.11%
Number of salaries quoted 193 293 205
Cheltenham median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% +12.50%
10th Percentile £27,500 £32,500 £31,250
90th Percentile £60,000 £65,000 £72,500
Gloucestershire median annual salary £44,500 £45,000 £42,500
% change year-on-year -1.11% +5.88% +13.33%

Data Mining
Job Vacancy Trend in Cheltenham

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

Job vacancy trend for Data Mining in Cheltenham

Data Mining
Salary Trend in Cheltenham

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

Salary trend for Data Mining in Cheltenham

Data Mining
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Data Mining in Cheltenham over the 6 months to 18 November 2017.

Salary histogram for Data Mining in Cheltenham

For the 6 months to 18 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 Cheltenham 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 Cheltenham 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