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

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 81 69 97
Rank change year-on-year
-12 +28
Permanent jobs citing Data Mining 10 28 1
As % of all permanent IT jobs located in South Wales 0.88% 2.28% 0.089%
As % of the Database & Business Intelligence category 3.28% 7.43% 0.36%
Number of salaries quoted 10 27 1
Median salary £41,500 £47,500 £53,500
Median salary % change year-on-year
-12.63% -11.21%
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
305 377 280
As % of all permanent IT jobs located in South Wales 26.73% 30.68% 24.82%
Number of salaries quoted 280 319 261
Median salary £39,500 £37,500 £37,500
Median salary % change year-on-year
+5.33% -
90% offered a salary of more than £25,000 £30,000 £28,614
10% offered a salary of more than £47,500 £47,500 £47,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 1 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 1 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 - 5 £41,500 - 1
Cardiff +5 3 £45,000 -
Data Mining
Wales

Data Mining
Top 30 Related IT Skills in South Wales

For the 6 months to 1 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 32 (69.57%) Big Data
2 30 (65.22%) Mobile Marketing
2 30 (65.22%) PaaS
2 30 (65.22%) Marketing
2 30 (65.22%) E-Commerce
2 30 (65.22%) Telecoms
2 30 (65.22%) Advertising
3 28 (60.87%) Agile Software Development
4 26 (56.52%) Linux
5 25 (54.35%) Apache
6 20 (43.48%) Unix
7 16 (34.78%) QA
8 12 (26.09%) SQL
9 11 (23.91%) C++
9 11 (23.91%) Red Hat
10 10 (21.74%) IBM
10 10 (21.74%) C
10 10 (21.74%) Test Scripting
10 10 (21.74%) Automated Testing
10 10 (21.74%) Software Engineering
10 10 (21.74%) Boost C++ Libraries
11 7 (15.22%) Data Protection Act
11 7 (15.22%) Data Protection
12 6 (13.04%) CentOS
12 6 (13.04%) Red Hat Enterprise Linux
12 6 (13.04%) OpenLDAP
12 6 (13.04%) NAS
12 6 (13.04%) Visualisation
12 6 (13.04%) Data Visualisation
12 6 (13.04%) High Availability

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 25 (54.35%) Apache
2 3 (6.52%) SAS
3 2 (4.35%) Apache Pig
4 1 (2.17%) Apache Spark
Applications
1 1 (2.17%) MS Excel
1 1 (2.17%) SPSS
Cloud Services
1 30 (65.22%) PaaS
2 1 (2.17%) Amazon AWS
2 1 (2.17%) Cloud Computing
2 1 (2.17%) Microsoft Azure
Communications & Networking
1 6 (13.04%) DNS
1 6 (13.04%) iSCSI
1 6 (13.04%) Kerberos
1 6 (13.04%) NAS
1 6 (13.04%) Network Security
1 6 (13.04%) OpenLDAP
1 6 (13.04%) SAN
2 4 (8.70%) GGSN
2 4 (8.70%) SGSN
3 2 (4.35%) HTTP
3 2 (4.35%) Internet
3 2 (4.35%) SSL
3 2 (4.35%) TCP/IP
Database & Business Intelligence
1 32 (69.57%) Big Data
2 3 (6.52%) BusinessObjects
2 3 (6.52%) Hadoop
2 3 (6.52%) PowerPivot
3 2 (4.35%) Apache Hive
3 2 (4.35%) Oracle Database
3 2 (4.35%) Oracle Database 11g
3 2 (4.35%) Oracle Database 12c
3 2 (4.35%) QlikView
3 2 (4.35%) Spotfire
4 1 (2.17%) Data Warehouse
4 1 (2.17%) NoSQL
4 1 (2.17%) Relational Database
4 1 (2.17%) SQL Server
General
1 30 (65.22%) Advertising
1 30 (65.22%) Marketing
1 30 (65.22%) Telecoms
2 2 (4.35%) Games
3 1 (2.17%) Welsh Language
Job Titles
1 15 (32.61%) Analyst
2 13 (28.26%) Developer
3 10 (21.74%) C Software Engineer
3 10 (21.74%) C/C++ Software Engineer
3 10 (21.74%) C++ Software Engineer
3 10 (21.74%) Software Engineer
3 10 (21.74%) Test Analyst
4 9 (19.57%) C Developer
4 9 (19.57%) C/C++ Developer
4 9 (19.57%) C/C++ Software Developer
4 9 (19.57%) C++ Developer
4 9 (19.57%) C++ Software Developer
4 9 (19.57%) Developer/Software Engineer
4 9 (19.57%) Software Developer
5 8 (17.39%) Administrator
5 8 (17.39%) Senior Analyst
5 8 (17.39%) Senior Test Analyst
6 6 (13.04%) Linux Administrator
6 6 (13.04%) Linux Systems Administrator
6 6 (13.04%) Systems Administrator
Libraries, Frameworks & Software Standards
1 10 (21.74%) Boost C++ Libraries
2 6 (13.04%) Web Services
3 3 (6.52%) DWR
4 2 (4.35%) HTML
5 1 (2.17%) Lucene
Miscellaneous
1 7 (15.22%) Data Protection Act
2 6 (13.04%) Visualisation
3 5 (10.87%) Analytical Skills
4 3 (6.52%) Computer Science
4 3 (6.52%) Management Information System
5 1 (2.17%) Data Integration
5 1 (2.17%) Statistics
Operating Systems
1 26 (56.52%) Linux
2 20 (43.48%) Unix
3 6 (13.04%) CentOS
3 6 (13.04%) Red Hat Enterprise Linux
Processes & Methodologies
1 30 (65.22%) E-Commerce
1 30 (65.22%) Mobile Marketing
2 28 (60.87%) Agile Software Development
3 10 (21.74%) Automated Testing
3 10 (21.74%) Software Engineering
3 10 (21.74%) Test Scripting
4 7 (15.22%) Data Protection
5 6 (13.04%) Data Visualisation
5 6 (13.04%) Disaster Recovery
5 6 (13.04%) High Availability
5 6 (13.04%) Information Security
5 6 (13.04%) Low Latency
6 5 (10.87%) Business Intelligence
6 5 (10.87%) Manual Testing
6 5 (10.87%) Project Management
7 4 (8.70%) Analytics
7 4 (8.70%) Asset Management
7 4 (8.70%) Configuration Management
7 4 (8.70%) Data Management
7 4 (8.70%) Data Migration
Programming Languages
1 12 (26.09%) SQL
2 11 (23.91%) C++
3 10 (21.74%) C
4 4 (8.70%) VBA
5 3 (6.52%) Python
5 3 (6.52%) T-SQL
6 2 (4.35%) JavaScript
6 2 (4.35%) R
7 1 (2.17%) C#
7 1 (2.17%) Java
7 1 (2.17%) MATLAB
7 1 (2.17%) Scala
Qualifications
1 5 (10.87%) ISEB
1 5 (10.87%) ISTQB
2 4 (8.70%) Degree
Quality Assurance & Compliance
1 16 (34.78%) QA
2 1 (2.17%) Data Quality
System Software
1 6 (13.04%) NFS
1 6 (13.04%) Squid
Vendors
1 11 (23.91%) Red Hat
2 10 (21.74%) IBM
3 6 (13.04%) EMC
3 6 (13.04%) Tableau
4 2 (4.35%) Microsoft
4 2 (4.35%) Oracle
Newport, Gwent
CPS Group UK
Salary: £40000 - £43000 per annum
Posted: 3 days ago