The following table provides summary statistics for permanent job vacancies advertised in South Wales with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
Wales / South Wales
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 71 87 65
Rank change year-on-year +16 -22  
Permanent jobs citing Data Mining 1 4 30
As % of all permanent IT jobs advertised in South Wales 0.14% 0.35% 2.47%
As % of the Database & Business Intelligence category 0.51% 1.34% 8.11%
Number of salaries quoted 1 4 30
Median salary £49,700 £45,000 £47,500
Median salary % change year-on-year +10.44% -5.26%  
UK excluding London median salary £52,500 £42,500 £45,000
% change year-on-year +23.52% -5.55%  

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in South Wales with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
South Wales
Permanent job vacancies with a requirement for database and business intelligence skills 197 298 370
As % of all permanent IT job vacancies advertised in South Wales 27.17% 26.23% 30.45%
Number of salaries quoted 175 272 314
Median salary £37,500 £38,500 £37,500
Median salary % change year-on-year -2.59% +2.66%  
90% offered a salary of more than £30,000 £24,850 £29,775
10% offered a salary of more than £50,000 £47,500 £47,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mining
Job Vacancy Trend in South Wales

The job posting trend of jobs advertised in South Wales citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mining 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 in South Wales.

Salary trend for Data Mining 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 27 June 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
Newport +12 1 £49,700 +34.56%
Data Mining
Wales

For the 6 months to 27 June 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 4 (100.00%) Artificial Intelligence
1 4 (100.00%) NoSQL
2 3 (75.00%) R
2 3 (75.00%) C#
2 3 (75.00%) Big Data
3 2 (50.00%) MongoDB
3 2 (50.00%) Apache Cassandra
3 2 (50.00%) Machine Learning
3 2 (50.00%) Relational Database
3 2 (50.00%) Apache Spark
3 2 (50.00%) .NET
3 2 (50.00%) Python
3 2 (50.00%) Microsoft Azure
3 2 (50.00%) Amazon AWS
3 2 (50.00%) Software Architecture
3 2 (50.00%) Microsoft
3 2 (50.00%) Hadoop
4 1 (25.00%) Visualisation
4 1 (25.00%) Data Management
4 1 (25.00%) Data Analysis
4 1 (25.00%) Pattern Recognition
4 1 (25.00%) Data Visualisation
4 1 (25.00%) Natural Language Processing
4 1 (25.00%) PhD
4 1 (25.00%) Data Modelling
4 1 (25.00%) C++
4 1 (25.00%) Java
4 1 (25.00%) SQL
4 1 (25.00%) Statistical Analysis
4 1 (25.00%) Statistics

Data Mining
Co-occurring 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 2 (50.00%) Apache Spark
Cloud Services
1 2 (50.00%) Amazon AWS
1 2 (50.00%) Microsoft Azure
Database & Business Intelligence
1 4 (100.00%) NoSQL
2 3 (75.00%) Big Data
3 2 (50.00%) Apache Cassandra
3 2 (50.00%) Hadoop
3 2 (50.00%) MongoDB
3 2 (50.00%) Relational Database
Job Titles
1 2 (50.00%) Architect
1 2 (50.00%) Big Data Architect
1 2 (50.00%) Data Architect
1 2 (50.00%) Systems Architect
2 1 (25.00%) Data Scientist
2 1 (25.00%) Developer
2 1 (25.00%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 2 (50.00%) .NET
2 1 (25.00%) Natural Language Processing
Miscellaneous
1 1 (25.00%) Algorithms
1 1 (25.00%) Computer Science
Processes & Methodologies
1 4 (100.00%) Artificial Intelligence
2 2 (50.00%) Machine Learning
2 2 (50.00%) Software Architecture
3 1 (25.00%) Analytics
3 1 (25.00%) Chemistry
3 1 (25.00%) Data Analysis
3 1 (25.00%) Data Analytics
3 1 (25.00%) Data Engineering
3 1 (25.00%) Data Management
3 1 (25.00%) Data Visualisation
3 1 (25.00%) Disruptive Innovation
3 1 (25.00%) Mathematics
3 1 (25.00%) Metadata Management
3 1 (25.00%) Pattern Recognition
3 1 (25.00%) Physics
3 1 (25.00%) Predictive Analysis
3 1 (25.00%) Statistical Analysis
3 1 (25.00%) Statistical Modelling
3 1 (25.00%) Statistics
3 1 (25.00%) Visualisation
Programming Languages
1 3 (75.00%) C#
1 3 (75.00%) R
2 2 (50.00%) Python
3 1 (25.00%) C
3 1 (25.00%) C++
3 1 (25.00%) Java
3 1 (25.00%) SQL
Qualifications
1 1 (25.00%) Degree
1 1 (25.00%) PhD
Vendors
1 2 (50.00%) Microsoft