The table below looks at the statistics for Data Mining skills in IT jobs advertised for the South Wales region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 82 88 86
Rank change year-on-year
+6 -2
Permanent jobs citing Data Mining 14 14 7
As % of all permanent IT jobs located in South Wales 1.27% 1.11% 0.63%
As % of the Database & Business Intelligence category 4.43% 4.03% 2.38%
Number of salaries quoted 14 12 7
Median salary £39,250 £46,250 £35,000
Median salary % change year-on-year
-15.13% +32.14%
90% offered a salary of more than £34,650 £33,000 £33,654
10% offered a salary of more than £41,500 £57,500 £42,250
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
Data Mining
Wales

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 South Wales region.

Database & Business Intelligence Category
South Wales
Permanent IT job ads with a match in the
Database & Business Intelligence category
316 347 294
As % of all permanent IT jobs located in South Wales 28.65% 27.56% 26.46%
Number of salaries quoted 295 305 274
Median salary £40,000 £37,000 £37,500
Median salary % change year-on-year
+8.10% -1.33%
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £50,000 £45,000 £45,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Mining
Jobs Demand Trend in South Wales

The demand trend of job ads across the South Wales 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 South Wales

Data Mining
Salary Trend in South Wales

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

Data Mining Salary Trend in South Wales

Data Mining
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the South Wales region over the 3 months to 27 August 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Newport - 6 £41,500 -
Cardiff +9 3 £34,500 -
Torfaen -5 1 £42,500 -8.10%
Data Mining
Wales

Data Mining
Top 30 Related IT Skills in South Wales

For the 6 months to 27 August 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 South Wales region with a requirement for Data Mining.

1 13 (46.43%) Advertising
2 11 (39.29%) Telecoms
2 11 (39.29%) Agile Software Development
2 11 (39.29%) Marketing
2 11 (39.29%) Linux
2 11 (39.29%) Apache
2 11 (39.29%) E-Commerce
2 11 (39.29%) Data Protection Act
2 11 (39.29%) Data Protection
2 11 (39.29%) PaaS
2 11 (39.29%) Big Data
2 11 (39.29%) Mobile Marketing
3 10 (35.71%) Disaster Recovery
3 10 (35.71%) Information Security
4 9 (32.14%) SQL
5 8 (28.57%) Unix
6 7 (25.00%) Red Hat
6 7 (25.00%) QA
7 5 (17.86%) T-SQL
7 5 (17.86%) Data Visualisation
7 5 (17.86%) Visualisation
8 4 (14.29%) Tableau
8 4 (14.29%) Test Scripting
8 4 (14.29%) Boost C++ Libraries
8 4 (14.29%) C
8 4 (14.29%) C++
8 4 (14.29%) Business Intelligence
8 4 (14.29%) Automated Testing
8 4 (14.29%) Software Engineering
9 3 (10.71%) Management Information System

Data Mining
Top Related IT Skills in South Wales 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 11 (39.29%) Apache
2 2 (7.14%) Apache Pig
Applications
1 1 (3.57%) MS Excel
Cloud Services
1 11 (39.29%) PaaS
Communications & Networking
1 3 (10.71%) DNS
1 3 (10.71%) iSCSI
1 3 (10.71%) Kerberos
1 3 (10.71%) NAS
1 3 (10.71%) Network Security
1 3 (10.71%) OpenLDAP
1 3 (10.71%) SAN
Database & Business Intelligence
1 11 (39.29%) Big Data
2 2 (7.14%) Apache Hive
2 2 (7.14%) BusinessObjects
2 2 (7.14%) Hadoop
2 2 (7.14%) PowerPivot
2 2 (7.14%) QlikView
2 2 (7.14%) Spotfire
2 2 (7.14%) SQL Server Reporting Services
3 1 (3.57%) Data Warehouse
3 1 (3.57%) SQL Server
General
1 13 (46.43%) Advertising
2 11 (39.29%) Marketing
2 11 (39.29%) Telecoms
3 2 (7.14%) Games
4 1 (3.57%) Welsh Language
Job Titles
1 7 (25.00%) Analyst
1 7 (25.00%) Developer
2 6 (21.43%) Information Manager
2 6 (21.43%) Information Security Manager
2 6 (21.43%) Security Manager
3 4 (14.29%) C Software Engineer
3 4 (14.29%) C/C++ Software Engineer
3 4 (14.29%) C++ Software Engineer
3 4 (14.29%) Information Officer
3 4 (14.29%) Information Security Officer
3 4 (14.29%) Security Officer
3 4 (14.29%) Software Engineer
3 4 (14.29%) Test Analyst
4 3 (10.71%) C Developer
4 3 (10.71%) C/C++ Developer
4 3 (10.71%) C/C++ Software Developer
4 3 (10.71%) C++ Developer
4 3 (10.71%) Developer/Software Engineer
4 3 (10.71%) Software Developer
4 3 (10.71%) Systems Administrator
Libraries, Frameworks & Software Standards
1 4 (14.29%) Boost C++ Libraries
2 2 (7.14%) .NET
2 2 (7.14%) ASP.NET
2 2 (7.14%) DWR
Miscellaneous
1 11 (39.29%) Data Protection Act
2 5 (17.86%) Visualisation
3 3 (10.71%) Analytical Skills
3 3 (10.71%) Management Information System
4 2 (7.14%) Client/Server
5 1 (3.57%) Computer Science
Operating Systems
1 11 (39.29%) Linux
2 8 (28.57%) Unix
3 3 (10.71%) CentOS
3 3 (10.71%) Red Hat Enterprise Linux
Processes & Methodologies
1 11 (39.29%) Agile Software Development
1 11 (39.29%) Data Protection
1 11 (39.29%) E-Commerce
1 11 (39.29%) Mobile Marketing
2 10 (35.71%) Disaster Recovery
2 10 (35.71%) Information Security
3 5 (17.86%) Data Visualisation
4 4 (14.29%) Automated Testing
4 4 (14.29%) Business Intelligence
4 4 (14.29%) Software Engineering
4 4 (14.29%) Test Scripting
5 3 (10.71%) Data Management
5 3 (10.71%) High Availability
5 3 (10.71%) Low Latency
6 2 (7.14%) Asset Management
6 2 (7.14%) Configuration Management
6 2 (7.14%) Data Migration
6 2 (7.14%) MapReduce
6 2 (7.14%) Mentoring
6 2 (7.14%) Web Application Development
Programming Languages
1 9 (32.14%) SQL
2 5 (17.86%) T-SQL
3 4 (14.29%) C
3 4 (14.29%) C++
4 2 (7.14%) C#
4 2 (7.14%) R
4 2 (7.14%) VB.NET
4 2 (7.14%) VBA
Qualifications
1 2 (7.14%) Degree
2 1 (3.57%) SC Cleared
2 1 (3.57%) Security Cleared
Quality Assurance & Compliance
1 7 (25.00%) QA
2 1 (3.57%) Data Quality
2 1 (3.57%) ISO/IEC 27001
System Software
1 3 (10.71%) NFS
1 3 (10.71%) Squid
Vendors
1 7 (25.00%) Red Hat
2 4 (14.29%) Tableau
3 3 (10.71%) EMC
3 3 (10.71%) IBM
3 3 (10.71%) Microsoft