The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 100 99 108
Rank change year-on-year
-1 +9
Permanent jobs citing Data Mining 9 2 2
As % of all permanent IT jobs located in Glasgow 0.71% 0.17% 0.15%
As % of the Database & Business Intelligence category 1.81% 0.44% 0.38%
Number of salaries quoted 1 1 2
Median salary £57,500 £34,780 £51,750
Median salary % change year-on-year
+65.32% -32.79%
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +5.88%
Data Mining
Scotland

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 Glasgow region.

Database & Business Intelligence Category
Glasgow
Permanent IT job ads with a match in the
Database & Business Intelligence category
496 455 531
As % of all permanent IT jobs located in Glasgow 38.99% 38.04% 39.10%
Number of salaries quoted 231 275 336
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £31,000 £32,500 £31,150
10% offered a salary of more than £60,000 £50,000 £60,000
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 Glasgow

The demand trend of job ads across the Glasgow 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 Glasgow

Data Mining
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the Glasgow region.

Data Mining Salary Trend in Glasgow

Data Mining
Top 30 Related IT Skills in Glasgow

For the 6 months to 30 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 Glasgow region with a requirement for Data Mining.

1 14 (66.67%) SQL
2 10 (47.62%) Banking
3 9 (42.86%) Agile Software Development
4 8 (38.10%) Scrum
4 8 (38.10%) Finance
4 8 (38.10%) Business Intelligence
4 8 (38.10%) BusinessObjects
4 8 (38.10%) Data Warehouse
4 8 (38.10%) Analytical Skills
5 7 (33.33%) Stakeholder Management
5 7 (33.33%) Data Analysis
5 7 (33.33%) Degree
6 6 (28.57%) Business Analysis
6 6 (28.57%) SAS
6 6 (28.57%) Oracle BI EE
7 5 (23.81%) Confluence
7 5 (23.81%) QA
7 5 (23.81%) JIRA
8 4 (19.05%) Wealth Management
8 4 (19.05%) Private Banking
8 4 (19.05%) Asset Management
8 4 (19.05%) Data Management
8 4 (19.05%) UML
8 4 (19.05%) Technical Analysis
8 4 (19.05%) Line Management
8 4 (19.05%) Computer Science
9 3 (14.29%) Solvency II
9 3 (14.29%) ISEB
9 3 (14.29%) Basel II
9 3 (14.29%) Mathematics

Data Mining
Top Related IT Skills in Glasgow 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 6 (28.57%) SAS
2 5 (23.81%) Confluence
3 1 (4.76%) Tomcat
Applications
1 1 (4.76%) MS Excel
Database & Business Intelligence
1 8 (38.10%) BusinessObjects
1 8 (38.10%) Data Warehouse
2 6 (28.57%) Oracle BI EE
3 2 (9.52%) BusinessObjects XI
3 2 (9.52%) Crystal Reports
3 2 (9.52%) QlikView
3 2 (9.52%) SQL Server
3 2 (9.52%) SQL Server 2005
3 2 (9.52%) SQL Server 2008
4 1 (4.76%) MarkLogic
4 1 (4.76%) MongoDB
4 1 (4.76%) NoSQL
4 1 (4.76%) OrientDB
4 1 (4.76%) Relational Database
Development Applications
1 5 (23.81%) JIRA
2 1 (4.76%) Cucumber
2 1 (4.76%) FitNesse
2 1 (4.76%) Git (software)
2 1 (4.76%) Jenkins
2 1 (4.76%) Maven
2 1 (4.76%) TeamCity
General
1 10 (47.62%) Banking
2 8 (38.10%) Finance
3 4 (19.05%) Private Banking
4 2 (9.52%) Publishing
5 1 (4.76%) Law
5 1 (4.76%) Legal
5 1 (4.76%) Marketing
Job Titles
1 12 (57.14%) Analyst
2 10 (47.62%) Business Analyst
2 10 (47.62%) Technical Analyst
2 10 (47.62%) Technical Business Analyst
3 4 (19.05%) Developer
3 4 (19.05%) Product Manager
3 4 (19.05%) SQL Analyst
4 2 (9.52%) Analyst Developer
4 2 (9.52%) Business Intelligence Analyst
4 2 (9.52%) Business Intelligence Developer
5 1 (4.76%) Graduate Developer
5 1 (4.76%) Graduate Software Developer
5 1 (4.76%) Junior
5 1 (4.76%) Junior Developer
5 1 (4.76%) Junior Software Developer
5 1 (4.76%) Project Manager
5 1 (4.76%) Senior Developer
5 1 (4.76%) Senior Manager
5 1 (4.76%) Senior Project Manager
5 1 (4.76%) Software Developer
Libraries, Frameworks & Software Standards
1 1 (4.76%) .NET
1 1 (4.76%) REST
1 1 (4.76%) SOAP
Miscellaneous
1 8 (38.10%) Analytical Skills
2 4 (19.05%) Computer Science
3 3 (14.29%) Mathematics
4 1 (4.76%) Enterprise Software
4 1 (4.76%) Visualisation
Operating Systems
1 2 (9.52%) Windows
2 1 (4.76%) Linux
Processes & Methodologies
1 9 (42.86%) Agile Software Development
2 8 (38.10%) Business Intelligence
2 8 (38.10%) Scrum
3 7 (33.33%) Data Analysis
3 7 (33.33%) Stakeholder Management
4 6 (28.57%) Business Analysis
5 4 (19.05%) Asset Management
5 4 (19.05%) Data Management
5 4 (19.05%) Line Management
5 4 (19.05%) Technical Analysis
5 4 (19.05%) UML
5 4 (19.05%) Wealth Management
6 2 (9.52%) Coaching
6 2 (9.52%) Content Development
6 2 (9.52%) Data Modelling
7 1 (4.76%) OO
7 1 (4.76%) Predictive Analytics
7 1 (4.76%) Project Management
7 1 (4.76%) Risk Assessment
7 1 (4.76%) Risk Management
Programming Languages
1 14 (66.67%) SQL
2 1 (4.76%) C#
2 1 (4.76%) Java
2 1 (4.76%) Scala
Qualifications
1 7 (33.33%) Degree
2 3 (14.29%) ISEB
Quality Assurance & Compliance
1 5 (23.81%) QA
2 3 (14.29%) Basel II
2 3 (14.29%) Solvency II
Vendors
1 2 (9.52%) Cognos
2 1 (4.76%) Bloomberg
2 1 (4.76%) Cognizant
2 1 (4.76%) IBM
2 1 (4.76%) Microsoft