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 average salaries offered in IT jobs that have cited Data Mining over the 3 months to 5 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 May 2015
Same period 2014 Same period 2013
Data Mining
Rank 64 93 67
Rank change year-on-year
+29 -26
Permanent jobs citing Data Mining 30 1 22
As % of all permanent IT jobs located in South Wales 2.52% 0.099% 2.13%
As % of the Database & Business Intelligence category 8.45% 0.41% 6.63%
Number of salaries quoted 30 1 16
Average salary £48,250 £30,000 £25,750
Average salary % change year-on-year
+60.83% +16.50%
90% offered a salary of more than £47,500 £30,000 £25,500
10% offered a salary of more than £60,000 £30,000 £26,000
UK excluding London average salary £45,000 £40,000 £38,500
% change year-on-year
+12.50% +3.89%
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
355 241 332
As % of all permanent IT jobs located in South Wales 29.83% 23.86% 32.11%
Number of salaries quoted 305 211 310
Average salary £38,500 £35,000 £32,500
Average salary % change year-on-year
+10.00% +7.69%
90% offered a salary of more than £27,500 £30,000 £25,500
10% offered a salary of more than £50,000 £40,000 £52,500
UK excluding London average salary £41,000 £40,000 £39,000
% change year-on-year
+2.50% +2.56%

Data Mining
Jobs Demand Trend in South Wales

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the South Wales region as a proportion of the total demand within 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
Salary Histogram in South Wales

This chart provides a salary histogram for IT jobs citing Data Mining across the South Wales region over the 3 months to 5 May 2015.

Data Mining Salary Histogram in South Wales

Data Mining
Job Locations in South 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 South Wales region over the 3 months to 5 May 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
Torfaen - 30 £48,250 -
Data Mining
Wales

Data Mining
Top 30 Related IT Skills in South Wales

For the 6 months to 5 May 2015, IT jobs across the South 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 70 (92.11%) E-Commerce
1 70 (92.11%) Advertising
1 70 (92.11%) Marketing
1 70 (92.11%) PaaS
1 70 (92.11%) Big Data
1 70 (92.11%) Mobile Marketing
2 32 (42.11%) Linux
3 21 (27.63%) Agile Software Development
4 20 (26.32%) Telecoms
4 20 (26.32%) SQL
5 18 (23.68%) Java
6 16 (21.05%) C
7 15 (19.74%) Windows
7 15 (19.74%) ETL
8 14 (18.42%) Apache
8 14 (18.42%) Scrum
9 13 (17.11%) C++
9 13 (17.11%) ITIL
9 13 (17.11%) Business Intelligence
10 12 (15.79%) UNIX
10 12 (15.79%) Web Services
11 11 (14.47%) Product Management
12 10 (13.16%) NoSQL
12 10 (13.16%) Software Engineering
12 10 (13.16%) IBM
13 9 (11.84%) Microsoft
13 9 (11.84%) TCP/IP
13 9 (11.84%) Python
14 8 (10.53%) Perl
14 8 (10.53%) Active Directory

Data Mining
Top Related IT Skills in South Wales by Category

For the 6 months to 5 May 2015, IT jobs across the South 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 14 (18.42%) Apache
2 6 (7.89%) SharePoint
2 6 (7.89%) MS Exchange
3 3 (3.95%) Exchange Server 2013
4 1 (1.32%) SAS
Applications
1 1 (1.32%) SPSS
1 1 (1.32%) EViews
Cloud Services
1 70 (92.11%) PaaS
Communications & Networking
1 9 (11.84%) TCP/IP
2 6 (7.89%) IPv4
2 6 (7.89%) IPv6
2 6 (7.89%) MPLS
2 6 (7.89%) BGP
2 6 (7.89%) VPLS
3 5 (6.58%) Internet
3 5 (6.58%) HTTP
4 4 (5.26%) SAN
4 4 (5.26%) NAS
5 2 (2.63%) DNS
5 2 (2.63%) Kerberos
5 2 (2.63%) OpenLDAP
6 1 (1.32%) iSCSI
6 1 (1.32%) RSVP
6 1 (1.32%) OSPF
6 1 (1.32%) VPN
6 1 (1.32%) SSL
6 1 (1.32%) Spanning Tree
Database & Business Intelligence
1 70 (92.11%) Big Data
2 10 (13.16%) NoSQL
3 8 (10.53%) VoltDB
4 4 (5.26%) MySQL
4 4 (5.26%) Data Warehouse
5 3 (3.95%) Relational Database
5 3 (3.95%) Informix
6 2 (2.63%) Oracle BI EE
6 2 (2.63%) Cognos Report Studio
6 2 (2.63%) BusinessObjects
6 2 (2.63%) SQL Server Reporting Services
7 1 (1.32%) SQL Server 2005
7 1 (1.32%) SQL Server Integration Services
7 1 (1.32%) DTS
7 1 (1.32%) RDBMS
7 1 (1.32%) SQL Server
7 1 (1.32%) Crystal Reports
General
1 70 (92.11%) Advertising
1 70 (92.11%) Marketing
2 20 (26.32%) Telecoms
3 8 (10.53%) Finance
4 3 (3.95%) Retail
5 1 (1.32%) French Language
5 1 (1.32%) German Language
5 1 (1.32%) Banking
Job Titles
1 20 (26.32%) Developer
2 11 (14.47%) Product Manager
3 10 (13.16%) Software Engineer
3 10 (13.16%) Administrator
3 10 (13.16%) Systems Administrator
4 8 (10.53%) Analyst
5 6 (7.89%) Network Engineer
5 6 (7.89%) Database Developer
6 5 (6.58%) Operations Manager
6 5 (6.58%) Senior Network Engineer
7 4 (5.26%) IT Operations Manager
7 4 (5.26%) Java Developer
7 4 (5.26%) UI Developer
7 4 (5.26%) UI Programmer
8 3 (3.95%) AWS Developer
8 3 (3.95%) SQL Developer
8 3 (3.95%) Test Analyst
8 3 (3.95%) Software Developer
8 3 (3.95%) Business Analyst
8 3 (3.95%) ScrumMaster
Libraries, Frameworks & Software Standards
1 12 (15.79%) Web Services
2 6 (7.89%) HTML
3 5 (6.58%) CSS
3 5 (6.58%) HTML5
4 4 (5.26%) REST
4 4 (5.26%) CSS3
4 4 (5.26%) XML
4 4 (5.26%) SOAP
5 3 (3.95%) POSIX
5 3 (3.95%) Pthreads
6 2 (2.63%) PCRE
6 2 (2.63%) Boost C++ Libraries
7 1 (1.32%) RESTful
Miscellaneous
1 5 (6.58%) Algorithms
2 4 (5.26%) Visualisation
3 3 (3.95%) Mobile App
4 2 (2.63%) User Experience
4 2 (2.63%) Data Integration
5 1 (1.32%) Analytical Skills
5 1 (1.32%) Economics
5 1 (1.32%) Statistics
5 1 (1.32%) Mathematics
5 1 (1.32%) Credit Risk
Operating Systems
1 32 (42.11%) Linux
2 15 (19.74%) Windows
3 12 (15.79%) UNIX
4 8 (10.53%) Windows 7
4 8 (10.53%) Windows 8
5 6 (7.89%) Red Hat Enterprise Linux
6 3 (3.95%) Windows Server 2012
6 3 (3.95%) Windows Server 2008
7 2 (2.63%) CentOS
8 1 (1.32%) Android
Processes & Methodologies
1 70 (92.11%) E-Commerce
1 70 (92.11%) Mobile Marketing
2 21 (27.63%) Agile Software Development
3 15 (19.74%) ETL
4 14 (18.42%) Scrum
5 13 (17.11%) Business Intelligence
5 13 (17.11%) ITIL
6 11 (14.47%) Product Management
7 10 (13.16%) Software Engineering
8 8 (10.53%) Migration
8 8 (10.53%) Low Latency
9 7 (9.21%) User Stories
9 7 (9.21%) Operations Management
9 7 (9.21%) Line Management
10 6 (7.89%) Kalman Filter
10 6 (7.89%) Network Architecture
11 4 (5.26%) Business Development
11 4 (5.26%) Data Analysis
11 4 (5.26%) CRM
12 3 (3.95%) Test Scripting
Programming Languages
1 20 (26.32%) SQL
2 18 (23.68%) Java
3 16 (21.05%) C
4 13 (17.11%) C++
5 9 (11.84%) Python
6 8 (10.53%) Shell Script
6 8 (10.53%) Perl
7 6 (7.89%) JavaScript
8 2 (2.63%) Bash Shell
9 1 (1.32%) R
9 1 (1.32%) PHP
9 1 (1.32%) MATLAB
Qualifications
1 5 (6.58%) CCIE
1 5 (6.58%) Cisco Certification
2 3 (3.95%) CCNP
2 3 (3.95%) ISEB
3 2 (2.63%) MCSE
3 2 (2.63%) MCSA
3 2 (2.63%) Microsoft Certification
3 2 (2.63%) RHCE
4 1 (1.32%) Degree
4 1 (1.32%) Postgraduate
Quality Assurance & Compliance
1 6 (7.89%) QA
2 1 (1.32%) Basel II
System Software
1 8 (10.53%) Active Directory
2 4 (5.26%) Xen
2 4 (5.26%) VMware Infrastructure
3 2 (2.63%) Squid
4 1 (1.32%) NFS
Vendors
1 10 (13.16%) IBM
2 9 (11.84%) Microsoft
3 6 (7.89%) Red Hat
4 5 (6.58%) Cisco
5 4 (5.26%) VMware
5 4 (5.26%) Cognos
6 2 (2.63%) Business Objects
6 2 (2.63%) Sencha
7 1 (1.32%) EMC