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 salaries offered in IT jobs that have cited Data Mining over the 3 months to 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 59 - -
Rank change year-on-year
- 0
Permanent jobs citing Data Mining 4 0 0
As % of all permanent IT jobs located in Cheltenham 0.98% - -
As % of the Database & Business Intelligence category 2.61% - -
Number of salaries quoted 4 0 0
Median salary £50,000 - -
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
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
153 118 112
As % of all permanent IT jobs located in Cheltenham 37.41% 33.81% 35.22%
Number of salaries quoted 120 103 91
Median salary £50,000 £40,000 £40,000
Median salary % change year-on-year
+25.00% -
90% offered a salary of more than £35,000 £29,050 £28,750
10% offered a salary of more than £60,000 £51,000 £57,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Mining
Jobs Demand Trend in Cheltenham

The demand trend of job ads across the Cheltenham region citing Data Mining as a proportion of all IT jobs with a match in 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 1 July 2016, 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 14 (93.33%) DV Cleared
1 14 (93.33%) Security Cleared
1 14 (93.33%) Big Data
2 12 (80.00%) Cybersecurity
2 12 (80.00%) Reverse Engineering
2 12 (80.00%) Agile Software Development
2 12 (80.00%) Software Engineering
2 12 (80.00%) Java
2 12 (80.00%) C#
2 12 (80.00%) C++
3 9 (60.00%) Algorithms
4 7 (46.67%) MongoDB
4 7 (46.67%) Elasticsearch
5 5 (33.33%) Data Analytics
5 5 (33.33%) Hadoop
5 5 (33.33%) Visualisation
5 5 (33.33%) Ethical Hacking
5 5 (33.33%) SC Cleared
5 5 (33.33%) Threat Detection
5 5 (33.33%) Analytics
6 4 (26.67%) Penetration Testing
7 3 (20.00%) Data Analysis
7 3 (20.00%) Spring
7 3 (20.00%) Ruby
7 3 (20.00%) PKI
7 3 (20.00%) Hyper-V
7 3 (20.00%) VMware Infrastructure
7 3 (20.00%) HTML5
7 3 (20.00%) Node.js
7 3 (20.00%) CSS3

Data Mining
Top Related 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:

Application Platforms
1 7 (46.67%) Elasticsearch
2 2 (13.33%) SAS
Communications & Networking
1 2 (13.33%) HTTPS
Database & Business Intelligence
1 14 (93.33%) Big Data
2 7 (46.67%) MongoDB
3 5 (33.33%) Hadoop
4 3 (20.00%) RDBMS
4 3 (20.00%) Relational Database
4 3 (20.00%) SQL Server
5 2 (13.33%) Data Warehouse
5 2 (13.33%) GIS
6 1 (6.67%) SQL Server Analysis Services
6 1 (6.67%) SQL Server Integration Services
6 1 (6.67%) SQL Server Reporting Services
Development Applications
1 2 (13.33%) Visual Studio
General
1 1 (6.67%) Finance
Job Titles
1 8 (53.33%) Developer
2 6 (40.00%) Software Engineer
3 5 (33.33%) C# Software Engineer
3 5 (33.33%) C++ Software Engineer
3 5 (33.33%) Java Engineer
3 5 (33.33%) Java Software Engineer
4 3 (20.00%) C# Developer
4 3 (20.00%) Security Engineer
4 3 (20.00%) Software Developer
5 2 (13.33%) Big Data Developer
5 2 (13.33%) Big Data Engineer
5 2 (13.33%) Data Engineer
6 1 (6.67%) Administrator
6 1 (6.67%) Cybersecurity Engineer
6 1 (6.67%) DBA
6 1 (6.67%) SQL DBA
Libraries, Frameworks & Software Standards
1 3 (20.00%) AngularJS
1 3 (20.00%) Apache Camel
1 3 (20.00%) CSS
1 3 (20.00%) CSS3
1 3 (20.00%) Hibernate
1 3 (20.00%) HTML
1 3 (20.00%) HTML5
1 3 (20.00%) Middleware
1 3 (20.00%) Node.js
1 3 (20.00%) Spring
Miscellaneous
1 9 (60.00%) Algorithms
2 5 (33.33%) Visualisation
3 3 (20.00%) PKI
4 2 (13.33%) Cyberthreat
Operating Systems
1 2 (13.33%) Linux
1 2 (13.33%) Windows
Processes & Methodologies
1 12 (80.00%) Agile Software Development
1 12 (80.00%) Cybersecurity
1 12 (80.00%) Reverse Engineering
1 12 (80.00%) Software Engineering
2 5 (33.33%) Analytics
2 5 (33.33%) Data Analytics
2 5 (33.33%) Ethical Hacking
2 5 (33.33%) Threat Detection
3 4 (26.67%) Penetration Testing
4 3 (20.00%) Big Data Analytics
4 3 (20.00%) Continuous Improvement
4 3 (20.00%) Data Analysis
4 3 (20.00%) SDLC
5 2 (13.33%) Data Architecture
5 2 (13.33%) Data Engineering
5 2 (13.33%) Data Visualisation
5 2 (13.33%) ETL
5 2 (13.33%) Virtual Environments
6 1 (6.67%) Data Cleansing
Programming Languages
1 12 (80.00%) C#
1 12 (80.00%) C++
1 12 (80.00%) Java
2 3 (20.00%) JavaScript
2 3 (20.00%) Python
2 3 (20.00%) Ruby
2 3 (20.00%) SQL
3 2 (13.33%) SAS Macro
4 1 (6.67%) T-SQL
Qualifications
1 14 (93.33%) DV Cleared
1 14 (93.33%) Security Cleared
2 5 (33.33%) SC Cleared
System Software
1 3 (20.00%) Hyper-V
1 3 (20.00%) VMware Infrastructure
Vendors
1 3 (20.00%) VMware
2 2 (13.33%) Cloudera
2 2 (13.33%) i2
2 2 (13.33%) Oracle
3 1 (6.67%) Microsoft