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 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Data Mining
Wales / South Wales
Rank 80 64 69
Rank change year-on-year
-16 +5
Permanent jobs citing Data Mining 2 35 30
As % of all permanent IT jobs located in South Wales 0.23% 2.93% 2.48%
As % of the Database & Business Intelligence category 0.66% 10.12% 7.37%
Number of salaries quoted 2 35 30
Median salary £43,750 £45,000 £47,500
Median salary % change year-on-year
-2.77% -5.26%
90% offered a salary of more than £42,750 £35,855 £34,850
10% offered a salary of more than £44,750 £53,500 £60,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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
302 346 407
As % of all permanent IT jobs located in South Wales 35.28% 29.00% 33.66%
Number of salaries quoted 253 296 371
Median salary £40,000 £37,500 £37,500
Median salary % change year-on-year
+6.66% -
90% offered a salary of more than £27,500 £28,000 £29,750
10% offered a salary of more than £50,000 £47,500 £50,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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
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 20 February 2017. 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 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
Cardiff +14 2 £43,750 +24.11%
Data Mining
Wales

Data Mining
Top 30 Related IT Skills in South Wales

For the 6 months to 20 February 2017, 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 6 (75.00%) Big Data
2 5 (62.50%) Mobile Marketing
2 5 (62.50%) High Availability
2 5 (62.50%) Squid
2 5 (62.50%) Marketing
2 5 (62.50%) PaaS
2 5 (62.50%) Low Latency
2 5 (62.50%) E-Commerce
2 5 (62.50%) Kerberos
2 5 (62.50%) NFS
2 5 (62.50%) DNS
2 5 (62.50%) IBM
2 5 (62.50%) EMC
2 5 (62.50%) SAN
2 5 (62.50%) Red Hat
2 5 (62.50%) Linux
2 5 (62.50%) Apache
2 5 (62.50%) Telecoms
2 5 (62.50%) Advertising
2 5 (62.50%) Agile Software Development
2 5 (62.50%) QA
2 5 (62.50%) Network Security
2 5 (62.50%) iSCSI
2 5 (62.50%) CentOS
2 5 (62.50%) Red Hat Enterprise Linux
2 5 (62.50%) OpenLDAP
2 5 (62.50%) NAS
3 2 (25.00%) Artificial Intelligence
3 2 (25.00%) C#
3 2 (25.00%) NoSQL

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 5 (62.50%) Apache
2 1 (12.50%) Apache Spark
Cloud Services
1 5 (62.50%) PaaS
2 1 (12.50%) Amazon AWS
2 1 (12.50%) Microsoft Azure
Communications & Networking
1 5 (62.50%) DNS
1 5 (62.50%) iSCSI
1 5 (62.50%) Kerberos
1 5 (62.50%) NAS
1 5 (62.50%) Network Security
1 5 (62.50%) OpenLDAP
1 5 (62.50%) SAN
Database & Business Intelligence
1 6 (75.00%) Big Data
2 2 (25.00%) NoSQL
3 1 (12.50%) Apache Cassandra
3 1 (12.50%) Hadoop
3 1 (12.50%) MongoDB
3 1 (12.50%) Relational Database
General
1 5 (62.50%) Advertising
1 5 (62.50%) Marketing
1 5 (62.50%) Telecoms
2 1 (12.50%) French Language
2 1 (12.50%) German Language
2 1 (12.50%) Italian Language
2 1 (12.50%) Portuguese Language
2 1 (12.50%) Spanish Language
Job Titles
1 5 (62.50%) Administrator
1 5 (62.50%) Linux Administrator
1 5 (62.50%) Linux Systems Administrator
1 5 (62.50%) Systems Administrator
2 1 (12.50%) Analyst
2 1 (12.50%) Architect
2 1 (12.50%) Big Data Architect
2 1 (12.50%) Data Architect
2 1 (12.50%) Developer
2 1 (12.50%) Full Stack Developer
2 1 (12.50%) Systems Architect
Libraries, Frameworks & Software Standards
1 1 (12.50%) .NET
Miscellaneous
1 1 (12.50%) Analytical Skills
Operating Systems
1 5 (62.50%) CentOS
1 5 (62.50%) Linux
1 5 (62.50%) Red Hat Enterprise Linux
Processes & Methodologies
1 5 (62.50%) Agile Software Development
1 5 (62.50%) E-Commerce
1 5 (62.50%) High Availability
1 5 (62.50%) Low Latency
1 5 (62.50%) Mobile Marketing
2 2 (25.00%) Artificial Intelligence
3 1 (12.50%) Decision Quality
3 1 (12.50%) Disruptive Innovation
3 1 (12.50%) Machine Learning
3 1 (12.50%) Performance Analysis
3 1 (12.50%) Service Delivery
3 1 (12.50%) Software Architecture
Programming Languages
1 2 (25.00%) C#
2 1 (12.50%) C
2 1 (12.50%) C++
2 1 (12.50%) Java
2 1 (12.50%) Python
2 1 (12.50%) R
Quality Assurance & Compliance
1 5 (62.50%) QA
System Software
1 5 (62.50%) NFS
1 5 (62.50%) Squid
2 1 (12.50%) Active Directory
Vendors
1 5 (62.50%) EMC
1 5 (62.50%) IBM
1 5 (62.50%) Red Hat
2 1 (12.50%) Microsoft