The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Cheltenham region. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining over the 3 months to 30 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
30 Apr 2016
Same period 2015 Same period 2014
Data Mining
Rank 50 - -
Rank change year-on-year
- 0
Permanent jobs citing Data Mining 10 0 0
As % of all permanent IT jobs located in Cheltenham 2.02% - -
As % of the Database & Business Intelligence category 6.76% - -
Number of salaries quoted 6 0 0
Average salary £52,500 - -
UK excluding London average salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
Data Mining
Gloucestershire

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Cheltenham region.

Database & Business Intelligence Category
Cheltenham
Permanent IT job ads with a match in the
Database & Business Intelligence category
148 122 123
As % of all permanent IT jobs located in Cheltenham 29.96% 29.83% 35.65%
Number of salaries quoted 123 92 102
Average salary £50,000 £45,000 £37,500
Average salary % change year-on-year
+11.11% +20.00%
90% offered a salary of more than £35,000 £30,000 £28,500
10% offered a salary of more than £60,000 £51,000 £70,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Mining
Jobs Demand Trend in Cheltenham

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the Cheltenham region as a proportion of the total demand within the Database & Business Intelligence category.

Data Mining Jobs Demand Trend 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 across the Cheltenham region.

Data Mining Salary Trend in Cheltenham

Data Mining
Top 30 Related IT Skills in Cheltenham

For the 6 months to 30 April 2016, IT jobs across the Cheltenham region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 15 (93.75%) Big Data
2 14 (87.50%) DV Cleared
2 14 (87.50%) Security Cleared
3 13 (81.25%) Agile Software Development
4 12 (75.00%) Software Engineering
4 12 (75.00%) Cybersecurity
4 12 (75.00%) Reverse Engineering
4 12 (75.00%) C#
4 12 (75.00%) C++
4 12 (75.00%) Java
5 9 (56.25%) Algorithms
6 7 (43.75%) MongoDB
6 7 (43.75%) Elasticsearch
7 6 (37.50%) Data Analytics
7 6 (37.50%) Analytics
8 5 (31.25%) Threat Detection
8 5 (31.25%) Ethical Hacking
8 5 (31.25%) SC Cleared
8 5 (31.25%) Hadoop
8 5 (31.25%) Visualisation
9 4 (25.00%) Penetration Testing
9 4 (25.00%) SQL
10 3 (18.75%) SQL Server
10 3 (18.75%) JavaScript
10 3 (18.75%) HTML
10 3 (18.75%) CSS
10 3 (18.75%) Python
10 3 (18.75%) Data Warehouse
10 3 (18.75%) ETL
10 3 (18.75%) Hibernate

Data Mining
Top Related IT Skills in Cheltenham by Category

For the 6 months to 30 April 2016, IT jobs across the Cheltenham region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 7 (43.75%) Elasticsearch
2 3 (18.75%) Node.js
3 2 (12.50%) SAS
Communications & Networking
1 2 (12.50%) HTTPS
Database & Business Intelligence
1 15 (93.75%) Big Data
2 7 (43.75%) MongoDB
3 5 (31.25%) Hadoop
4 3 (18.75%) Data Warehouse
4 3 (18.75%) RDBMS
4 3 (18.75%) Relational Database
4 3 (18.75%) SQL Server
5 2 (12.50%) GIS
5 2 (12.50%) SQL Server Integration Services
6 1 (6.25%) SQL Server Analysis Services
6 1 (6.25%) SQL Server Reporting Services
6 1 (6.25%) Star Schema
Development Applications
1 2 (12.50%) Visual Studio
General
1 2 (12.50%) Finance
Job Titles
1 8 (50.00%) Developer
2 6 (37.50%) Software Engineer
3 4 (25.00%) C# Software Engineer
3 4 (25.00%) C++ Software Engineer
3 4 (25.00%) Java Engineer
3 4 (25.00%) Java Software Engineer
4 3 (18.75%) C# Developer
4 3 (18.75%) Security Engineer
4 3 (18.75%) Software Developer
5 2 (12.50%) Big Data Developer
5 2 (12.50%) Big Data Engineer
5 2 (12.50%) Data Engineer
6 1 (6.25%) Administrator
6 1 (6.25%) Cybersecurity Engineer
6 1 (6.25%) Data Manager
6 1 (6.25%) DBA
6 1 (6.25%) SQL DBA
Libraries, Frameworks & Software Standards
1 3 (18.75%) AngularJS
1 3 (18.75%) Apache Camel
1 3 (18.75%) CSS
1 3 (18.75%) CSS3
1 3 (18.75%) Hibernate
1 3 (18.75%) HTML
1 3 (18.75%) HTML5
1 3 (18.75%) Middleware
1 3 (18.75%) Spring
Miscellaneous
1 9 (56.25%) Algorithms
2 5 (31.25%) Visualisation
3 3 (18.75%) PKI
4 2 (12.50%) Cyberthreat
5 1 (6.25%) Analytical Skills
5 1 (6.25%) Data Integration
Operating Systems
1 2 (12.50%) Linux
1 2 (12.50%) Windows
Processes & Methodologies
1 13 (81.25%) Agile Software Development
2 12 (75.00%) Cybersecurity
2 12 (75.00%) Reverse Engineering
2 12 (75.00%) Software Engineering
3 6 (37.50%) Analytics
3 6 (37.50%) Data Analytics
4 5 (31.25%) Ethical Hacking
4 5 (31.25%) Threat Detection
5 4 (25.00%) Penetration Testing
6 3 (18.75%) Big Data Analytics
6 3 (18.75%) Continuous Improvement
6 3 (18.75%) Data Analysis
6 3 (18.75%) ETL
6 3 (18.75%) SDLC
7 2 (12.50%) Data Architecture
7 2 (12.50%) Data Engineering
7 2 (12.50%) Data Visualisation
8 1 (6.25%) Business Intelligence
8 1 (6.25%) Data Cleansing
8 1 (6.25%) Data Modelling
Programming Languages
1 12 (75.00%) C#
1 12 (75.00%) C++
1 12 (75.00%) Java
2 4 (25.00%) SQL
3 3 (18.75%) JavaScript
3 3 (18.75%) Python
3 3 (18.75%) Ruby
4 2 (12.50%) SAS Macro
5 1 (6.25%) T-SQL
Qualifications
1 14 (87.50%) DV Cleared
1 14 (87.50%) Security Cleared
2 5 (31.25%) SC Cleared
System Software
1 3 (18.75%) Hyper-V
1 3 (18.75%) VMware Infrastructure
Vendors
1 3 (18.75%) VMware
2 2 (12.50%) Cloudera
2 2 (12.50%) i2
2 2 (12.50%) Microsoft
2 2 (12.50%) Oracle