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 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 78 76 93
Rank change year-on-year
-2 +17
Permanent jobs citing Data Mining 13 23 4
As % of all permanent IT jobs located in South Wales 1.15% 1.89% 0.36%
As % of the Database & Business Intelligence category 4.10% 6.20% 1.34%
Number of salaries quoted 13 22 4
Median salary £41,500 £47,500 £43,125
Median salary % change year-on-year
-12.63% +10.14%
90% offered a salary of more than £34,800 £35,250 £36,125
10% offered a salary of more than £44,300 £57,500 £51,700
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
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
317 371 298
As % of all permanent IT jobs located in South Wales 27.98% 30.53% 26.75%
Number of salaries quoted 294 310 274
Median salary £39,500 £37,000 £37,500
Median salary % change year-on-year
+6.75% -1.33%
90% offered a salary of more than £25,500 £29,500 £28,500
10% offered a salary of more than £47,500 £45,500 £45,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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
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 23 July 2016.

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 median salaries quoted in IT jobs citing Data Mining within the South Wales region over the 3 months to 23 July 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 - 7 £41,500 -
Cardiff +15 4 £39,750 -
Data Mining
Wales

Data Mining
Top 30 Related IT Skills in South Wales

For the 6 months to 23 July 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 22 (56.41%) Big Data
2 21 (53.85%) Advertising
3 20 (51.28%) Telecoms
3 20 (51.28%) E-Commerce
3 20 (51.28%) Mobile Marketing
3 20 (51.28%) PaaS
3 20 (51.28%) Marketing
4 19 (48.72%) Linux
4 19 (48.72%) Agile Software Development
5 18 (46.15%) Apache
6 15 (38.46%) Unix
7 13 (33.33%) SQL
8 11 (28.21%) QA
9 9 (23.08%) Data Protection Act
9 9 (23.08%) Data Protection
9 9 (23.08%) C++
9 9 (23.08%) Red Hat
10 8 (20.51%) C
10 8 (20.51%) Disaster Recovery
10 8 (20.51%) Information Security
10 8 (20.51%) Boost C++ Libraries
10 8 (20.51%) Software Engineering
11 7 (17.95%) Automated Testing
11 7 (17.95%) Test Scripting
12 6 (15.38%) Data Visualisation
12 6 (15.38%) Visualisation
12 6 (15.38%) Tableau
13 5 (12.82%) Analytical Skills
13 5 (12.82%) Business Intelligence
13 5 (12.82%) IBM

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 18 (46.15%) Apache
2 3 (7.69%) SAS
3 2 (5.13%) Apache Pig
4 1 (2.56%) Apache Spark
Applications
1 1 (2.56%) MS Excel
1 1 (2.56%) SPSS
Cloud Services
1 20 (51.28%) PaaS
2 1 (2.56%) Amazon AWS
2 1 (2.56%) Cloud Computing
2 1 (2.56%) Microsoft Azure
Communications & Networking
1 4 (10.26%) DNS
1 4 (10.26%) iSCSI
1 4 (10.26%) Kerberos
1 4 (10.26%) NAS
1 4 (10.26%) Network Security
1 4 (10.26%) OpenLDAP
1 4 (10.26%) SAN
2 1 (2.56%) GGSN
2 1 (2.56%) SGSN
Database & Business Intelligence
1 22 (56.41%) Big Data
2 3 (7.69%) BusinessObjects
2 3 (7.69%) Hadoop
2 3 (7.69%) PowerPivot
3 2 (5.13%) Apache Hive
3 2 (5.13%) Oracle Database
3 2 (5.13%) Oracle Database 11g
3 2 (5.13%) Oracle Database 12c
3 2 (5.13%) QlikView
3 2 (5.13%) Spotfire
4 1 (2.56%) Data Warehouse
4 1 (2.56%) NoSQL
4 1 (2.56%) Relational Database
4 1 (2.56%) SQL Server
4 1 (2.56%) SQL Server Reporting Services
General
1 21 (53.85%) Advertising
2 20 (51.28%) Marketing
2 20 (51.28%) Telecoms
3 2 (5.13%) Games
4 1 (2.56%) Welsh Language
Job Titles
1 12 (30.77%) Analyst
1 12 (30.77%) Developer
2 8 (20.51%) C Software Engineer
2 8 (20.51%) C/C++ Software Engineer
2 8 (20.51%) C++ Software Engineer
2 8 (20.51%) Software Engineer
3 7 (17.95%) C Developer
3 7 (17.95%) C/C++ Developer
3 7 (17.95%) C/C++ Software Developer
3 7 (17.95%) C++ Developer
3 7 (17.95%) C++ Software Developer
3 7 (17.95%) Developer/Software Engineer
3 7 (17.95%) Software Developer
3 7 (17.95%) Test Analyst
4 6 (15.38%) Administrator
4 6 (15.38%) Information Manager
4 6 (15.38%) Information Security Manager
4 6 (15.38%) Security Manager
5 5 (12.82%) Data Analyst
5 5 (12.82%) Senior Test Analyst
Libraries, Frameworks & Software Standards
1 8 (20.51%) Boost C++ Libraries
2 3 (7.69%) DWR
2 3 (7.69%) Web Services
3 1 (2.56%) .NET
3 1 (2.56%) ASP.NET
3 1 (2.56%) Lucene
Miscellaneous
1 9 (23.08%) Data Protection Act
2 6 (15.38%) Visualisation
3 5 (12.82%) Analytical Skills
4 3 (7.69%) Computer Science
4 3 (7.69%) Management Information System
5 1 (2.56%) Client/Server
5 1 (2.56%) Data Integration
5 1 (2.56%) Statistics
Operating Systems
1 19 (48.72%) Linux
2 15 (38.46%) Unix
3 4 (10.26%) CentOS
3 4 (10.26%) Red Hat Enterprise Linux
Processes & Methodologies
1 20 (51.28%) E-Commerce
1 20 (51.28%) Mobile Marketing
2 19 (48.72%) Agile Software Development
3 9 (23.08%) Data Protection
4 8 (20.51%) Disaster Recovery
4 8 (20.51%) Information Security
4 8 (20.51%) Software Engineering
5 7 (17.95%) Automated Testing
5 7 (17.95%) Test Scripting
6 6 (15.38%) Data Visualisation
7 5 (12.82%) Business Intelligence
8 4 (10.26%) Analytics
8 4 (10.26%) Asset Management
8 4 (10.26%) Change Management
8 4 (10.26%) Configuration Management
8 4 (10.26%) Data Management
8 4 (10.26%) Data Migration
8 4 (10.26%) High Availability
8 4 (10.26%) Low Latency
8 4 (10.26%) Migration
Programming Languages
1 13 (33.33%) SQL
2 9 (23.08%) C++
3 8 (20.51%) C
4 4 (10.26%) T-SQL
4 4 (10.26%) VBA
5 3 (7.69%) Python
6 2 (5.13%) C#
6 2 (5.13%) R
7 1 (2.56%) Java
7 1 (2.56%) MATLAB
7 1 (2.56%) Scala
7 1 (2.56%) VB.NET
Qualifications
1 4 (10.26%) Degree
2 2 (5.13%) ISEB
2 2 (5.13%) ISTQB
Quality Assurance & Compliance
1 11 (28.21%) QA
2 1 (2.56%) Data Quality
System Software
1 4 (10.26%) NFS
1 4 (10.26%) Squid
Vendors
1 9 (23.08%) Red Hat
2 6 (15.38%) Tableau
3 5 (12.82%) IBM
4 4 (10.26%) EMC
5 3 (7.69%) Microsoft
6 2 (5.13%) Oracle
South Wales
CPS Group UK
Posted: 5 days ago