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 salaries offered in IT jobs that have cited Data Mining over the 3 months to 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 85 77 103
Rank change year-on-year
-8 +26
Permanent jobs citing Data Mining 14 27 3
As % of all permanent IT jobs located in Wales 1.07% 2.00% 0.23%
As % of the Database & Business Intelligence category 3.74% 6.68% 0.89%
Number of salaries quoted 14 27 1
Median salary £45,000 £47,500 £53,500
Median salary % change year-on-year
-5.26% -11.21%
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +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
374 404 337
As % of all permanent IT jobs located in Wales 28.68% 29.95% 25.88%
Number of salaries quoted 325 347 299
Median salary £38,500 £37,500 £35,000
Median salary % change year-on-year
+2.66% +7.14%
90% offered a salary of more than £24,000 £27,500 £25,000
10% offered a salary of more than £47,500 £52,500 £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 Wales

The demand trend of job ads across the 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 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
Job Locations in 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 Wales region over the 3 months to 27 May 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
South Wales -6 14 £45,000 -5.26% 3
Data Mining
UK

Data Mining
Top 30 Related IT Skills in Wales

For the 6 months to 27 May 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 Wales region with a requirement for Data Mining.

1 41 (83.67%) Big Data
2 39 (79.59%) Mobile Marketing
2 39 (79.59%) PaaS
2 39 (79.59%) Marketing
2 39 (79.59%) E-Commerce
2 39 (79.59%) Telecoms
2 39 (79.59%) Advertising
3 37 (75.51%) Agile Software Development
4 32 (65.31%) Linux
5 31 (63.27%) Apache
6 23 (46.94%) Unix
7 20 (40.82%) QA
8 16 (32.65%) IBM
9 13 (26.53%) Red Hat
10 12 (24.49%) C++
10 12 (24.49%) SQL
10 12 (24.49%) Test Scripting
10 12 (24.49%) Automated Testing
11 11 (22.45%) Software Engineering
11 11 (22.45%) Boost C++ Libraries
11 11 (22.45%) C
12 9 (18.37%) Low Latency
13 8 (16.33%) Squid
13 8 (16.33%) CentOS
13 8 (16.33%) Red Hat Enterprise Linux
13 8 (16.33%) Network Security
13 8 (16.33%) iSCSI
13 8 (16.33%) OpenLDAP
13 8 (16.33%) NAS
13 8 (16.33%) High Availability

Data Mining
Top Related IT Skills in 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 31 (63.27%) Apache
2 3 (6.12%) SAS
3 2 (4.08%) Apache Pig
4 1 (2.04%) Apache Spark
Applications
1 1 (2.04%) SPSS
Cloud Services
1 39 (79.59%) PaaS
2 1 (2.04%) Amazon AWS
2 1 (2.04%) Cloud Computing
2 1 (2.04%) Microsoft Azure
Communications & Networking
1 8 (16.33%) DNS
1 8 (16.33%) iSCSI
1 8 (16.33%) Kerberos
1 8 (16.33%) NAS
1 8 (16.33%) Network Security
1 8 (16.33%) OpenLDAP
1 8 (16.33%) SAN
2 7 (14.29%) GGSN
2 7 (14.29%) SGSN
3 3 (6.12%) HTTP
3 3 (6.12%) Internet
3 3 (6.12%) SSL
3 3 (6.12%) TCP/IP
4 1 (2.04%) BGP
4 1 (2.04%) IPv4
4 1 (2.04%) IPv6
4 1 (2.04%) MPLS
4 1 (2.04%) VPLS
Database & Business Intelligence
1 41 (83.67%) Big Data
2 3 (6.12%) BusinessObjects
2 3 (6.12%) Hadoop
2 3 (6.12%) Oracle Database
2 3 (6.12%) Oracle Database 11g
2 3 (6.12%) Oracle Database 12c
2 3 (6.12%) PowerPivot
3 2 (4.08%) Apache Hive
3 2 (4.08%) QlikView
3 2 (4.08%) Spotfire
4 1 (2.04%) NoSQL
4 1 (2.04%) Relational Database
General
1 39 (79.59%) Advertising
1 39 (79.59%) Marketing
1 39 (79.59%) Telecoms
2 2 (4.08%) Games
3 1 (2.04%) Welsh Language
Job Titles
1 15 (30.61%) Analyst
2 14 (28.57%) Developer
3 11 (22.45%) Administrator
3 11 (22.45%) C Software Engineer
3 11 (22.45%) C/C++ Software Engineer
3 11 (22.45%) C++ Software Engineer
3 11 (22.45%) Software Engineer
3 11 (22.45%) Test Analyst
4 9 (18.37%) C Developer
4 9 (18.37%) C/C++ Developer
4 9 (18.37%) C/C++ Software Developer
4 9 (18.37%) C++ Developer
4 9 (18.37%) C++ Software Developer
4 9 (18.37%) Developer/Software Engineer
4 9 (18.37%) Senior Analyst
4 9 (18.37%) Senior Test Analyst
4 9 (18.37%) Software Developer
5 8 (16.33%) Linux Administrator
5 8 (16.33%) Linux Systems Administrator
5 8 (16.33%) Systems Administrator
Libraries, Frameworks & Software Standards
1 11 (22.45%) Boost C++ Libraries
2 8 (16.33%) Web Services
3 3 (6.12%) DWR
3 3 (6.12%) HTML
4 1 (2.04%) Lucene
Miscellaneous
1 5 (10.20%) Analytical Skills
1 5 (10.20%) Visualisation
2 3 (6.12%) Computer Science
2 3 (6.12%) Management Information System
3 1 (2.04%) Data Integration
3 1 (2.04%) Statistics
Operating Systems
1 32 (65.31%) Linux
2 23 (46.94%) Unix
3 8 (16.33%) CentOS
3 8 (16.33%) Red Hat Enterprise Linux
Processes & Methodologies
1 39 (79.59%) E-Commerce
1 39 (79.59%) Mobile Marketing
2 37 (75.51%) Agile Software Development
3 12 (24.49%) Automated Testing
3 12 (24.49%) Test Scripting
4 11 (22.45%) Software Engineering
5 9 (18.37%) Low Latency
6 8 (16.33%) High Availability
6 8 (16.33%) Project Management
7 7 (14.29%) Manual Testing
8 5 (10.20%) Asset Management
8 5 (10.20%) Change Management
8 5 (10.20%) Configuration Management
8 5 (10.20%) Data Migration
8 5 (10.20%) Data Visualisation
8 5 (10.20%) Migration
9 4 (8.16%) Analytics
9 4 (8.16%) Business Intelligence
10 3 (6.12%) Data Analysis
10 3 (6.12%) Data Management
Programming Languages
1 12 (24.49%) C++
1 12 (24.49%) SQL
2 11 (22.45%) C
3 5 (10.20%) VBA
4 4 (8.16%) Python
5 3 (6.12%) JavaScript
6 2 (4.08%) R
6 2 (4.08%) T-SQL
7 1 (2.04%) C#
7 1 (2.04%) Java
7 1 (2.04%) MATLAB
7 1 (2.04%) Scala
Qualifications
1 7 (14.29%) ISEB
1 7 (14.29%) ISTQB
2 4 (8.16%) Degree
3 1 (2.04%) CCIE
3 1 (2.04%) Cisco Certification
Quality Assurance & Compliance
1 20 (40.82%) QA
System Software
1 8 (16.33%) NFS
1 8 (16.33%) Squid
Vendors
1 16 (32.65%) IBM
2 13 (26.53%) Red Hat
3 8 (16.33%) EMC
4 7 (14.29%) Tableau
5 3 (6.12%) Oracle
6 1 (2.04%) Cisco
6 1 (2.04%) Microsoft
Cardiff, South Glamorgan
HAYS INFORMATION TECHNOLOGY
Salary: £34000.00 - £35000.00 per annum + fantastic benefits
Posted: 3 hours ago
Newport, Gwent
CPS Group UK
Salary: £40000 - £43000 per annum
Posted: 4 days ago
South Wales
CPS Group UK
Posted: 4 days ago