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 3 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 79 76 100
Rank change year-on-year
-3 +24
Permanent jobs citing Data Mining 23 30 3
As % of all permanent IT jobs located in Wales 1.71% 2.17% 0.24%
As % of the Database & Business Intelligence category 5.79% 7.11% 0.91%
Number of salaries quoted 23 30 1
Median salary £37,500 £47,500 £30,000
Median salary % change year-on-year
-21.05% +58.33%
UK excluding London median salary £45,000 £45,000 £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
397 422 331
As % of all permanent IT jobs located in Wales 29.56% 30.58% 26.50%
Number of salaries quoted 347 361 285
Median salary £40,000 £37,500 £35,000
Median salary % change year-on-year
+6.66% +7.14%
90% offered a salary of more than £27,500 £27,500 £25,000
10% offered a salary of more than £50,000 £52,500 £47,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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
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 3 May 2016.

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 median salaries quoted in IT jobs citing Data Mining within the Wales region over the 3 months to 3 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 -4 23 £37,500 -21.05%
Data Mining
UK

Data Mining
Top 30 Related IT Skills in Wales

For the 6 months to 3 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 45 (86.54%) Big Data
2 43 (82.69%) Mobile Marketing
2 43 (82.69%) PaaS
2 43 (82.69%) Marketing
2 43 (82.69%) E-Commerce
2 43 (82.69%) Telecoms
2 43 (82.69%) Advertising
3 40 (76.92%) Agile Software Development
4 35 (67.31%) Linux
4 35 (67.31%) Apache
5 23 (44.23%) Unix
6 20 (38.46%) QA
7 17 (32.69%) IBM
8 13 (25.00%) Red Hat
9 12 (23.08%) C++
9 12 (23.08%) Test Scripting
9 12 (23.08%) Automated Testing
10 11 (21.15%) Software Engineering
10 11 (21.15%) Boost C++ Libraries
10 11 (21.15%) C
10 11 (21.15%) SQL
11 9 (17.31%) Project Management
11 9 (17.31%) Low Latency
12 8 (15.38%) Squid
12 8 (15.38%) CentOS
12 8 (15.38%) Red Hat Enterprise Linux
12 8 (15.38%) Network Security
12 8 (15.38%) iSCSI
12 8 (15.38%) GGSN
12 8 (15.38%) SGSN

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 35 (67.31%) Apache
2 3 (5.77%) SAS
3 1 (1.92%) Apache Pig
3 1 (1.92%) Apache Spark
Applications
1 1 (1.92%) SPSS
Cloud Services
1 43 (82.69%) PaaS
2 1 (1.92%) Amazon AWS
2 1 (1.92%) Cloud Computing
2 1 (1.92%) Microsoft Azure
Communications & Networking
1 8 (15.38%) DNS
1 8 (15.38%) GGSN
1 8 (15.38%) iSCSI
1 8 (15.38%) Kerberos
1 8 (15.38%) NAS
1 8 (15.38%) Network Security
1 8 (15.38%) OpenLDAP
1 8 (15.38%) SAN
1 8 (15.38%) SGSN
2 6 (11.54%) TCP/IP
3 3 (5.77%) HTTP
3 3 (5.77%) Internet
3 3 (5.77%) SSL
4 1 (1.92%) BGP
4 1 (1.92%) IPv4
4 1 (1.92%) IPv6
4 1 (1.92%) MPLS
4 1 (1.92%) VPLS
Database & Business Intelligence
1 45 (86.54%) Big Data
2 3 (5.77%) BusinessObjects
2 3 (5.77%) Oracle Database
2 3 (5.77%) Oracle Database 11g
2 3 (5.77%) Oracle Database 12c
2 3 (5.77%) PowerPivot
3 2 (3.85%) Hadoop
4 1 (1.92%) Apache Hive
4 1 (1.92%) NoSQL
4 1 (1.92%) QlikView
4 1 (1.92%) Relational Database
4 1 (1.92%) Spotfire
General
1 43 (82.69%) Advertising
1 43 (82.69%) Marketing
1 43 (82.69%) Telecoms
2 1 (1.92%) Games
2 1 (1.92%) Welsh Language
Job Titles
1 14 (26.92%) Analyst
1 14 (26.92%) Developer
2 11 (21.15%) Administrator
2 11 (21.15%) C Software Engineer
2 11 (21.15%) C/C++ Software Engineer
2 11 (21.15%) C++ Software Engineer
2 11 (21.15%) Software Engineer
2 11 (21.15%) Technical Manager
2 11 (21.15%) Test Analyst
3 9 (17.31%) C Developer
3 9 (17.31%) C/C++ Developer
3 9 (17.31%) C/C++ Software Developer
3 9 (17.31%) C++ Developer
3 9 (17.31%) C++ Software Developer
3 9 (17.31%) Developer/Software Engineer
3 9 (17.31%) Senior Analyst
3 9 (17.31%) Senior Test Analyst
3 9 (17.31%) Software Developer
4 8 (15.38%) Project Manager
4 8 (15.38%) Systems Administrator
Libraries, Frameworks & Software Standards
1 11 (21.15%) Boost C++ Libraries
2 8 (15.38%) Web Services
3 3 (5.77%) DWR
3 3 (5.77%) HTML
4 1 (1.92%) Lucene
Miscellaneous
1 4 (7.69%) Analytical Skills
1 4 (7.69%) Visualisation
2 3 (5.77%) Computer Science
2 3 (5.77%) Management Information System
3 1 (1.92%) Data Integration
3 1 (1.92%) Statistics
Operating Systems
1 35 (67.31%) Linux
2 23 (44.23%) Unix
3 8 (15.38%) CentOS
3 8 (15.38%) Red Hat Enterprise Linux
Processes & Methodologies
1 43 (82.69%) E-Commerce
1 43 (82.69%) Mobile Marketing
2 40 (76.92%) Agile Software Development
3 12 (23.08%) Automated Testing
3 12 (23.08%) Test Scripting
4 11 (21.15%) Software Engineering
5 9 (17.31%) Low Latency
5 9 (17.31%) Project Management
6 8 (15.38%) High Availability
7 7 (13.46%) Manual Testing
8 5 (9.62%) Asset Management
8 5 (9.62%) Change Management
8 5 (9.62%) Configuration Management
8 5 (9.62%) Data Migration
8 5 (9.62%) Migration
9 4 (7.69%) Analytics
9 4 (7.69%) Data Visualisation
10 3 (5.77%) Business Intelligence
10 3 (5.77%) Data Analysis
10 3 (5.77%) Data Management
Programming Languages
1 12 (23.08%) C++
2 11 (21.15%) C
2 11 (21.15%) SQL
3 5 (9.62%) VBA
4 4 (7.69%) Python
5 3 (5.77%) JavaScript
6 2 (3.85%) T-SQL
7 1 (1.92%) C#
7 1 (1.92%) Java
7 1 (1.92%) MATLAB
7 1 (1.92%) R
7 1 (1.92%) Scala
Qualifications
1 7 (13.46%) ISEB
1 7 (13.46%) ISTQB
2 4 (7.69%) Degree
3 1 (1.92%) CCIE
3 1 (1.92%) Cisco Certification
Quality Assurance & Compliance
1 20 (38.46%) QA
System Software
1 8 (15.38%) NFS
1 8 (15.38%) Squid
Vendors
1 17 (32.69%) IBM
2 13 (25.00%) Red Hat
3 8 (15.38%) EMC
4 6 (11.54%) Tableau
5 3 (5.77%) Oracle
6 1 (1.92%) Cisco
6 1 (1.92%) Microsoft