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

Location
3 months to
2 Sep 2015
Same period 2014 Same period 2013
Data Mining
Rank 98 96 100
Rank change year-on-year
-2 +4
Permanent jobs citing Data Mining 14 7 5
As % of all permanent IT jobs located in Wales 1.00% 0.54% 0.38%
As % of the Database & Business Intelligence category 3.69% 2.11% 1.32%
Number of salaries quoted 12 7 5
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 £32,500 £33,654 £27,500
10% offered a salary of more than £57,500 £42,250 £33,500
UK excluding London average salary £45,000 £40,000 £42,500
% change year-on-year
+12.50% -5.88%
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
379 332 378
As % of all permanent IT jobs located in Wales 27.01% 25.42% 29.03%
Number of salaries quoted 328 304 346
Average salary £37,000 £37,500 £32,500
Average salary % change year-on-year
-1.33% +15.38%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £45,000 £40,000 £45,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 2 September 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 2 September 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 -4 12 £46,250 +32.14%
North Wales - 2 £32,500 -
Data Mining
UK

Data Mining
Top 30 Related IT Skills in Wales

For the 6 months to 2 September 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 39 (90.70%) E-Commerce
1 39 (90.70%) Advertising
1 39 (90.70%) Marketing
1 39 (90.70%) PaaS
1 39 (90.70%) Big Data
1 39 (90.70%) Mobile Marketing
2 35 (81.40%) Telecoms
3 28 (65.12%) Agile Software Development
4 19 (44.19%) Linux
5 16 (37.21%) Python
6 15 (34.88%) Scrum
7 14 (32.56%) Perl
8 12 (27.91%) Product Management
9 10 (23.26%) NoSQL
9 10 (23.26%) C
9 10 (23.26%) SQL
9 10 (23.26%) Java
10 8 (18.60%) ITIL
10 8 (18.60%) UNIX
10 8 (18.60%) ETL
10 8 (18.60%) Shell Script
10 8 (18.60%) Automated Testing
10 8 (18.60%) VoltDB
10 8 (18.60%) Line Management
10 8 (18.60%) Manual Testing
11 7 (16.28%) Project Management
11 7 (16.28%) C++
12 6 (13.95%) PHP
12 6 (13.95%) Web Services
12 6 (13.95%) Ruby

Data Mining
Top Related IT Skills in Wales by Category

For the 6 months to 2 September 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 2 (4.65%) Apache Pig
2 1 (2.33%) Apache
Applications
1 2 (4.65%) MS Excel
Cloud Services
1 39 (90.70%) PaaS
Database & Business Intelligence
1 39 (90.70%) Big Data
2 10 (23.26%) NoSQL
3 8 (18.60%) VoltDB
4 2 (4.65%) SQL Server
4 2 (4.65%) Data Warehouse
4 2 (4.65%) Spotfire
4 2 (4.65%) QlikView
4 2 (4.65%) Hadoop
4 2 (4.65%) Apache Hive
Development Applications
1 6 (13.95%) Selenium
General
1 39 (90.70%) Advertising
1 39 (90.70%) Marketing
2 35 (81.40%) Telecoms
3 2 (4.65%) Finance
Job Titles
1 12 (27.91%) Analyst
1 12 (27.91%) Product Manager
2 8 (18.60%) Test Analyst
2 8 (18.60%) Developer
3 5 (11.63%) Database Developer
3 5 (11.63%) Programme Manager
4 4 (9.30%) Technical Manager
4 4 (9.30%) Technical Product Manager
5 3 (6.98%) AWS Developer
5 3 (6.98%) ScrumMaster
6 2 (4.65%) Data Visualisation Specialist
6 2 (4.65%) Head of Infrastructure
6 2 (4.65%) Data Analyst
6 2 (4.65%) Business Analyst
7 1 (2.33%) Operations Manager
7 1 (2.33%) Agile Coach
7 1 (2.33%) IT Operations Manager
Libraries, Frameworks & Software Standards
1 6 (13.95%) Web Services
2 2 (4.65%) Pandas
Miscellaneous
1 3 (6.98%) Data Centre
2 2 (4.65%) Visualisation
2 2 (4.65%) Analytical Skills
Operating Systems
1 19 (44.19%) Linux
2 8 (18.60%) UNIX
3 3 (6.98%) Windows
3 3 (6.98%) Red Hat Enterprise Linux
Processes & Methodologies
1 39 (90.70%) E-Commerce
1 39 (90.70%) Mobile Marketing
2 28 (65.12%) Agile Software Development
3 15 (34.88%) Scrum
4 12 (27.91%) Product Management
5 8 (18.60%) Line Management
5 8 (18.60%) ITIL
5 8 (18.60%) ETL
5 8 (18.60%) Automated Testing
5 8 (18.60%) Manual Testing
6 7 (16.28%) Project Management
7 6 (13.95%) Test Automation
8 5 (11.63%) Programme Management
8 5 (11.63%) Resource Management
8 5 (11.63%) Business Development
8 5 (11.63%) Change Management
9 4 (9.30%) Business Intelligence
10 3 (6.98%) Migration
10 3 (6.98%) Operations Management
10 3 (6.98%) User Stories
Programming Languages
1 16 (37.21%) Python
2 14 (32.56%) Perl
3 10 (23.26%) C
3 10 (23.26%) Java
3 10 (23.26%) SQL
4 8 (18.60%) Shell Script
5 7 (16.28%) C++
6 6 (13.95%) PHP
6 6 (13.95%) Ruby
6 6 (13.95%) Bash Shell
7 2 (4.65%) R
Qualifications
1 2 (4.65%) ISEB
1 2 (4.65%) ISTQB
Quality Assurance & Compliance
1 2 (4.65%) QA
Vendors
1 3 (6.98%) Red Hat
2 2 (4.65%) Sage
2 2 (4.65%) TOWER Software
2 2 (4.65%) Tableau
2 2 (4.65%) Microsoft