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 17 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
17 Apr 2015
Same period 2014 Same period 2013
Data Mining
Rank 69 91 62
Rank change year-on-year
+22 -29
Permanent jobs citing Data Mining 31 3 36
As % of all permanent IT jobs located in Wales 2.24% 0.25% 2.85%
As % of the Database & Business Intelligence category 7.64% 0.96% 8.26%
Number of salaries quoted 31 1 18
Average salary £47,500 £30,000 £25,750
Average salary % change year-on-year
+58.33% +16.50%
90% offered a salary of more than £45,000 £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 £40,000
% change year-on-year
+12.50% -
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
406 311 436
As % of all permanent IT jobs located in Wales 29.34% 25.75% 34.49%
Number of salaries quoted 354 271 390
Average salary £37,500 £35,000 £32,500
Average salary % change year-on-year
+7.14% +7.69%
90% offered a salary of more than £27,500 £25,000 £25,500
10% offered a salary of more than £48,000 £41,050 £50,000
UK excluding London average salary £40,000 £40,000 £39,500
% change year-on-year
- +1.26%

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 17 April 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 17 April 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 +25 30 £47,500 +58.33%
North Wales -10 1 £27,500 -
Data Mining
UK

Data Mining
Top 30 Related IT Skills in Wales

For the 6 months to 17 April 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 72 (91.14%) Advertising
2 71 (89.87%) E-Commerce
2 71 (89.87%) Marketing
2 71 (89.87%) PaaS
2 71 (89.87%) Big Data
2 71 (89.87%) Mobile Marketing
3 32 (40.51%) Linux
4 20 (25.32%) SQL
5 19 (24.05%) Java
6 18 (22.78%) Agile Software Development
7 15 (18.99%) Telecoms
7 15 (18.99%) C
7 15 (18.99%) Web Services
7 15 (18.99%) Apache
7 15 (18.99%) Windows
8 14 (17.72%) ETL
8 14 (17.72%) Business Intelligence
8 14 (17.72%) UNIX
9 12 (15.19%) ITIL
9 12 (15.19%) C++
9 12 (15.19%) Software Engineering
10 11 (13.92%) Scrum
10 11 (13.92%) TCP/IP
11 10 (12.66%) IBM
11 10 (12.66%) Microsoft
12 9 (11.39%) HTML
12 9 (11.39%) JavaScript
13 8 (10.13%) Python
13 8 (10.13%) Active Directory
13 8 (10.13%) Finance

Data Mining
Top Related IT Skills in Wales by Category

For the 6 months to 17 April 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 15 (18.99%) Apache
2 6 (7.59%) SharePoint
2 6 (7.59%) MS Exchange
3 3 (3.80%) Exchange Server 2013
4 1 (1.27%) SAS
Applications
1 1 (1.27%) MS Excel
1 1 (1.27%) SPSS
1 1 (1.27%) EViews
Cloud Services
1 71 (89.87%) PaaS
Communications & Networking
1 11 (13.92%) TCP/IP
2 7 (8.86%) HTTP
2 7 (8.86%) Internet
3 6 (7.59%) MPLS
3 6 (7.59%) BGP
3 6 (7.59%) VPLS
3 6 (7.59%) IPv4
3 6 (7.59%) IPv6
4 4 (5.06%) SAN
4 4 (5.06%) NAS
5 2 (2.53%) DNS
5 2 (2.53%) SSL
5 2 (2.53%) Kerberos
5 2 (2.53%) OpenLDAP
6 1 (1.27%) VPN
6 1 (1.27%) Spanning Tree
6 1 (1.27%) iSCSI
6 1 (1.27%) RSVP
6 1 (1.27%) OSPF
Database & Business Intelligence
1 71 (89.87%) Big Data
2 8 (10.13%) NoSQL
3 6 (7.59%) VoltDB
3 6 (7.59%) MySQL
3 6 (7.59%) Data Warehouse
4 4 (5.06%) Informix
4 4 (5.06%) Relational Database
5 3 (3.80%) SQL Server Reporting Services
5 3 (3.80%) SQL Server
6 2 (2.53%) Crystal Reports
6 2 (2.53%) RDBMS
6 2 (2.53%) BusinessObjects
6 2 (2.53%) Oracle BI EE
6 2 (2.53%) Cognos Report Studio
7 1 (1.27%) SQL Server 2005
7 1 (1.27%) SQL Server Integration Services
7 1 (1.27%) DTS
7 1 (1.27%) MS Access
General
1 72 (91.14%) Advertising
2 71 (89.87%) Marketing
3 15 (18.99%) Telecoms
4 8 (10.13%) Finance
5 3 (3.80%) Retail
6 1 (1.27%) French Language
6 1 (1.27%) German Language
6 1 (1.27%) Games
6 1 (1.27%) Banking
Job Titles
1 22 (27.85%) Developer
2 12 (15.19%) Software Engineer
3 10 (12.66%) Analyst
3 10 (12.66%) Administrator
3 10 (12.66%) Systems Administrator
4 8 (10.13%) Product Manager
5 6 (7.59%) Network Engineer
5 6 (7.59%) Database Developer
6 5 (6.33%) Java Developer
6 5 (6.33%) Operations Manager
6 5 (6.33%) Senior Network Engineer
6 5 (6.33%) UI Developer
6 5 (6.33%) UI Programmer
7 4 (5.06%) IT Operations Manager
7 4 (5.06%) Test Analyst
7 4 (5.06%) Software Developer
7 4 (5.06%) Business Analyst
8 3 (3.80%) SQL Developer
8 3 (3.80%) UX Developer
8 3 (3.80%) ScrumMaster
Libraries, Frameworks & Software Standards
1 15 (18.99%) Web Services
2 9 (11.39%) HTML
3 7 (8.86%) CSS
3 7 (8.86%) HTML5
4 5 (6.33%) REST
4 5 (6.33%) CSS3
4 5 (6.33%) XML
4 5 (6.33%) SOAP
5 4 (5.06%) POSIX
5 4 (5.06%) Pthreads
6 2 (2.53%) PCRE
6 2 (2.53%) Boost C++ Libraries
7 1 (1.27%) RESTful
Miscellaneous
1 6 (7.59%) Algorithms
2 5 (6.33%) Visualisation
3 3 (3.80%) Mobile App
3 3 (3.80%) User Experience
3 3 (3.80%) Data Integration
4 1 (1.27%) Analytical Skills
4 1 (1.27%) Economics
4 1 (1.27%) Statistics
4 1 (1.27%) Mathematics
4 1 (1.27%) Credit Risk
4 1 (1.27%) Data Extraction
Operating Systems
1 32 (40.51%) Linux
2 15 (18.99%) Windows
3 14 (17.72%) UNIX
4 8 (10.13%) Windows 7
4 8 (10.13%) Windows 8
5 6 (7.59%) Red Hat Enterprise Linux
6 3 (3.80%) Windows Server 2012
6 3 (3.80%) Windows Server 2008
7 2 (2.53%) CentOS
7 2 (2.53%) Android
Processes & Methodologies
1 71 (89.87%) E-Commerce
1 71 (89.87%) Mobile Marketing
2 18 (22.78%) Agile Software Development
3 14 (17.72%) ETL
3 14 (17.72%) Business Intelligence
4 12 (15.19%) ITIL
4 12 (15.19%) Software Engineering
5 11 (13.92%) Scrum
6 8 (10.13%) Migration
6 8 (10.13%) Low Latency
6 8 (10.13%) User Stories
6 8 (10.13%) Product Management
7 7 (8.86%) Operations Management
7 7 (8.86%) Line Management
8 6 (7.59%) Kalman Filter
8 6 (7.59%) Network Architecture
9 5 (6.33%) Business Development
10 4 (5.06%) Data Analysis
10 4 (5.06%) CRM
10 4 (5.06%) Manual Testing
Programming Languages
1 20 (25.32%) SQL
2 19 (24.05%) Java
3 15 (18.99%) C
4 12 (15.19%) C++
5 9 (11.39%) JavaScript
6 8 (10.13%) Python
7 6 (7.59%) Shell Script
7 6 (7.59%) Perl
8 2 (2.53%) PHP
8 2 (2.53%) Bash Shell
9 1 (1.27%) R
9 1 (1.27%) MATLAB
9 1 (1.27%) T-SQL
Qualifications
1 5 (6.33%) CCIE
1 5 (6.33%) Cisco Certification
2 4 (5.06%) ISEB
3 3 (3.80%) CCNP
4 2 (2.53%) MCSE
4 2 (2.53%) MCSA
4 2 (2.53%) Microsoft Certification
4 2 (2.53%) RHCE
5 1 (1.27%) Degree
5 1 (1.27%) Postgraduate
Quality Assurance & Compliance
1 7 (8.86%) QA
2 1 (1.27%) Basel II
System Software
1 8 (10.13%) Active Directory
2 4 (5.06%) Xen
2 4 (5.06%) VMware Infrastructure
3 2 (2.53%) Squid
4 1 (1.27%) NFS
Vendors
1 10 (12.66%) IBM
1 10 (12.66%) Microsoft
2 6 (7.59%) Red Hat
3 5 (6.33%) Cisco
4 4 (5.06%) VMware
4 4 (5.06%) Cognos
5 2 (2.53%) Business Objects
5 2 (2.53%) Sencha
6 1 (1.27%) Sage
6 1 (1.27%) EMC