The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Wales region. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining over the 3 months to 7 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
7 Jul 2015
Same period 2014 Same period 2013
Data Mining
Rank 76 97 100
Rank change year-on-year
+21 +3
Permanent jobs citing Data Mining 29 2 1
As % of all permanent IT jobs located in Wales 2.10% 0.15% 0.079%
As % of the Database & Business Intelligence category 7.09% 0.62% 0.30%
Number of salaries quoted 28 1 1
Average salary £47,500 £53,500 £32,500
Average salary % change year-on-year
-11.21% +64.61%
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%
Data Mining
UK

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 Wales region.

Database & Business Intelligence Category
Wales
Permanent IT job ads with a match in the
Database & Business Intelligence category
409 323 337
As % of all permanent IT jobs located in Wales 29.57% 24.36% 26.47%
Number of salaries quoted 338 297 295
Average salary £37,500 £35,000 £31,792
Average salary % change year-on-year
+7.14% +10.09%
90% offered a salary of more than £28,500 £25,000 £25,000
10% offered a salary of more than £47,500 £46,200 £46,700
UK excluding London average salary £42,000 £40,000 £38,500
% change year-on-year
+5.00% +3.89%

Data Mining
Jobs Demand Trend in Wales

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

Data Mining Jobs Demand Trend in Wales

Data Mining
Salary Trend in Wales

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

Data Mining Salary Trend in Wales

Data Mining
Salary Histogram in Wales

This chart provides a salary histogram for IT jobs citing Data Mining across the Wales region over the 3 months to 7 July 2015.

Data Mining Salary Histogram in Wales

Data Mining
Job Locations in Wales

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Mining within the Wales region over the 3 months to 7 July 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales +30 27 £47,500 -11.21%
North Wales -2 2 £32,500 -
Data Mining
UK

Data Mining
Top 30 Related IT Skills in Wales

For the 6 months to 7 July 2015, IT jobs across the Wales 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 60 (92.31%) E-Commerce
1 60 (92.31%) Advertising
1 60 (92.31%) Marketing
1 60 (92.31%) PaaS
1 60 (92.31%) Big Data
1 60 (92.31%) Mobile Marketing
2 36 (55.38%) Telecoms
3 33 (50.77%) Linux
4 31 (47.69%) Agile Software Development
5 17 (26.15%) Scrum
6 16 (24.62%) C
7 15 (23.08%) SQL
7 15 (23.08%) Python
8 14 (21.54%) UNIX
8 14 (21.54%) Perl
8 14 (21.54%) Product Management
9 13 (20.00%) NoSQL
9 13 (20.00%) C++
9 13 (20.00%) ITIL
9 13 (20.00%) ETL
10 11 (16.92%) Apache
10 11 (16.92%) Line Management
11 10 (15.38%) VoltDB
11 10 (15.38%) Shell Script
11 10 (15.38%) Windows
11 10 (15.38%) Java
12 9 (13.85%) Business Intelligence
13 8 (12.31%) Web Services
13 8 (12.31%) Manual Testing
13 8 (12.31%) Automated Testing

Data Mining
Top Related IT Skills in Wales by Category

For the 6 months to 7 July 2015, IT jobs across the Wales 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 11 (16.92%) Apache
2 3 (4.62%) SharePoint
2 3 (4.62%) MS Exchange
2 3 (4.62%) Exchange Server 2013
3 1 (1.54%) Apache Pig
Applications
1 3 (4.62%) MS Excel
Cloud Services
1 60 (92.31%) PaaS
Communications & Networking
1 3 (4.62%) TCP/IP
2 2 (3.08%) IPv4
2 2 (3.08%) IPv6
2 2 (3.08%) MPLS
2 2 (3.08%) BGP
2 2 (3.08%) VPLS
Database & Business Intelligence
1 60 (92.31%) Big Data
2 13 (20.00%) NoSQL
3 10 (15.38%) VoltDB
4 4 (6.15%) Data Warehouse
5 3 (4.62%) SQL Server
6 2 (3.08%) Relational Database
7 1 (1.54%) MS Access
7 1 (1.54%) BusinessObjects
7 1 (1.54%) SQL Server Reporting Services
7 1 (1.54%) Spotfire
7 1 (1.54%) QlikView
7 1 (1.54%) Oracle BI EE
7 1 (1.54%) Hadoop
7 1 (1.54%) Apache Hive
Development Applications
1 6 (9.23%) Selenium
General
1 60 (92.31%) Advertising
1 60 (92.31%) Marketing
2 36 (55.38%) Telecoms
3 3 (4.62%) Finance
Job Titles
1 14 (21.54%) Product Manager
2 13 (20.00%) Analyst
3 11 (16.92%) Developer
4 8 (12.31%) Test Analyst
5 7 (10.77%) Database Developer
6 6 (9.23%) Software Engineer
7 5 (7.69%) Operations Manager
8 4 (6.15%) Business Analyst
8 4 (6.15%) Programme Manager
8 4 (6.15%) Technical Product Manager
8 4 (6.15%) IT Operations Manager
8 4 (6.15%) Technical Manager
9 3 (4.62%) AWS Developer
9 3 (4.62%) ScrumMaster
9 3 (4.62%) Systems Administrator
9 3 (4.62%) Administrator
10 2 (3.08%) Senior Network Engineer
10 2 (3.08%) Network Engineer
10 2 (3.08%) Head of Infrastructure
11 1 (1.54%) Agile Coach
Libraries, Frameworks & Software Standards
1 8 (12.31%) Web Services
2 2 (3.08%) POSIX
2 2 (3.08%) Pthreads
2 2 (3.08%) Boost C++ Libraries
2 2 (3.08%) PCRE
3 1 (1.54%) Pandas
Miscellaneous
1 7 (10.77%) Data Centre
2 4 (6.15%) Algorithms
3 1 (1.54%) Visualisation
3 1 (1.54%) Analytical Skills
Operating Systems
1 33 (50.77%) Linux
2 14 (21.54%) UNIX
3 10 (15.38%) Windows
4 6 (9.23%) Red Hat Enterprise Linux
5 3 (4.62%) Windows 7
5 3 (4.62%) Windows 8
5 3 (4.62%) Windows Server 2012
5 3 (4.62%) Windows Server 2008
Processes & Methodologies
1 60 (92.31%) E-Commerce
1 60 (92.31%) Mobile Marketing
2 31 (47.69%) Agile Software Development
3 17 (26.15%) Scrum
4 14 (21.54%) Product Management
5 13 (20.00%) ITIL
5 13 (20.00%) ETL
6 11 (16.92%) Line Management
7 9 (13.85%) Business Intelligence
8 8 (12.31%) Automated Testing
8 8 (12.31%) Manual Testing
9 7 (10.77%) Operations Management
9 7 (10.77%) Migration
9 7 (10.77%) Project Management
10 6 (9.23%) Software Engineering
10 6 (9.23%) Test Automation
11 4 (6.15%) Business Development
11 4 (6.15%) Resource Management
11 4 (6.15%) Programme Management
11 4 (6.15%) Change Management
Programming Languages
1 16 (24.62%) C
2 15 (23.08%) SQL
2 15 (23.08%) Python
3 14 (21.54%) Perl
4 13 (20.00%) C++
5 10 (15.38%) Java
5 10 (15.38%) Shell Script
6 6 (9.23%) Ruby
6 6 (9.23%) Bash Shell
6 6 (9.23%) PHP
7 1 (1.54%) R
Qualifications
1 2 (3.08%) CCIE
1 2 (3.08%) ISEB
1 2 (3.08%) Cisco Certification
1 2 (3.08%) ISTQB
Quality Assurance & Compliance
1 3 (4.62%) QA
System Software
1 3 (4.62%) Active Directory
Vendors
1 6 (9.23%) Microsoft
1 6 (9.23%) Red Hat
2 3 (4.62%) Sage
3 2 (3.08%) Cisco
3 2 (3.08%) IBM
4 1 (1.54%) Business Objects
4 1 (1.54%) Cognos
4 1 (1.54%) TOWER Software
4 1 (1.54%) Tableau