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 24 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 89 104 104
Rank change year-on-year
+15 0
Permanent jobs citing Data Mining 4 4 6
As % of all permanent IT jobs located in Glasgow 0.39% 0.31% 0.46%
As % of the Database & Business Intelligence category 1.01% 0.82% 1.11%
Number of salaries quoted 2 0 3
Median salary £57,500 - £40,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +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
398 488 542
As % of all permanent IT jobs located in Glasgow 38.83% 37.54% 41.31%
Number of salaries quoted 197 315 305
Median salary £42,500 £45,000 £40,000
Median salary % change year-on-year
-5.55% +12.50%
90% offered a salary of more than £29,400 £32,500 £30,000
10% offered a salary of more than £55,000 £54,000 £65,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Data Mining across the Glasgow region over the 3 months to 24 September 2016.

Data Mining Salary Histogram in Glasgow

Data Mining
Top 30 Related IT Skills in Glasgow

For the 6 months to 24 September 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 8 (57.14%) Data Analysis
2 7 (50.00%) SQL
3 5 (35.71%) Agile Software Development
3 5 (35.71%) Finance
3 5 (35.71%) JIRA
3 5 (35.71%) QA
3 5 (35.71%) Confluence
4 4 (28.57%) Technical Analysis
4 4 (28.57%) Virtual Team
4 4 (28.57%) Scrum
5 3 (21.43%) CISA
5 3 (21.43%) CISM
5 3 (21.43%) CISSP
5 3 (21.43%) SQL Server
5 3 (21.43%) Risk Assessment
5 3 (21.43%) Information Security
5 3 (21.43%) Degree
5 3 (21.43%) Analytical Skills
5 3 (21.43%) Time Management
5 3 (21.43%) CRISC
6 2 (14.29%) Analytics
6 2 (14.29%) MongoDB
6 2 (14.29%) Microsoft
6 2 (14.29%) Computer Science
6 2 (14.29%) Git (software)
6 2 (14.29%) Scala
6 2 (14.29%) MS Excel
6 2 (14.29%) Data Warehouse
6 2 (14.29%) Business Intelligence
6 2 (14.29%) Project Management

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 5 (35.71%) Confluence
2 1 (7.14%) Apache Spark
2 1 (7.14%) SAS
2 1 (7.14%) SharePoint
2 1 (7.14%) Tomcat
Applications
1 2 (14.29%) MS Excel
Cloud Services
1 1 (7.14%) GitHub
1 1 (7.14%) Microsoft Azure
Database & Business Intelligence
1 3 (21.43%) SQL Server
2 2 (14.29%) Data Warehouse
2 2 (14.29%) MongoDB
3 1 (7.14%) Hadoop
3 1 (7.14%) MarkLogic
3 1 (7.14%) NoSQL
3 1 (7.14%) OrientDB
3 1 (7.14%) PostgreSQL
3 1 (7.14%) QlikView
3 1 (7.14%) Relational Database
3 1 (7.14%) SAP Data Services
3 1 (7.14%) SQL Server Analysis Services
3 1 (7.14%) SQL Server Integration Services
3 1 (7.14%) SQL Server Reporting Services
Development Applications
1 5 (35.71%) JIRA
2 2 (14.29%) Git (software)
3 1 (7.14%) Cucumber
3 1 (7.14%) FitNesse
3 1 (7.14%) Jenkins
3 1 (7.14%) Maven
3 1 (7.14%) TeamCity
3 1 (7.14%) Visual Studio
General
1 5 (35.71%) Finance
2 1 (7.14%) Banking
2 1 (7.14%) Financial Institution
2 1 (7.14%) Law
2 1 (7.14%) Legal
2 1 (7.14%) Marketing
Job Titles
1 4 (28.57%) Analyst
1 4 (28.57%) Business Analyst
1 4 (28.57%) SQL Analyst
1 4 (28.57%) Technical Analyst
1 4 (28.57%) Technical Business Analyst
2 2 (14.29%) Developer
3 1 (7.14%) Data Scientist
3 1 (7.14%) Project Manager
3 1 (7.14%) Report Manager
3 1 (7.14%) Senior Data Scientist
3 1 (7.14%) Senior Developer
3 1 (7.14%) Senior Manager
3 1 (7.14%) Senior Project Manager
3 1 (7.14%) SQL Developer
3 1 (7.14%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 1 (7.14%) .NET
1 1 (7.14%) Entity Framework
1 1 (7.14%) REST
1 1 (7.14%) SOAP
Miscellaneous
1 4 (28.57%) Virtual Team
2 3 (21.43%) Analytical Skills
3 2 (14.29%) Computer Science
4 1 (7.14%) Data Integration
4 1 (7.14%) Enterprise Software
4 1 (7.14%) Visualisation
Operating Systems
1 1 (7.14%) Linux
Processes & Methodologies
1 8 (57.14%) Data Analysis
2 5 (35.71%) Agile Software Development
3 4 (28.57%) Scrum
3 4 (28.57%) Technical Analysis
4 3 (21.43%) Information Security
4 3 (21.43%) Risk Assessment
4 3 (21.43%) Time Management
5 2 (14.29%) Analytics
5 2 (14.29%) Business Intelligence
5 2 (14.29%) Project Management
6 1 (7.14%) Customer Analytics
6 1 (7.14%) Data Privacy
6 1 (7.14%) Internal Audit
6 1 (7.14%) Migration
6 1 (7.14%) MVC
6 1 (7.14%) People Management
6 1 (7.14%) Regulatory Compliance
6 1 (7.14%) Risk Management
6 1 (7.14%) SDLC
6 1 (7.14%) Software Delivery
Programming Languages
1 7 (50.00%) SQL
2 2 (14.29%) Scala
3 1 (7.14%) C#
3 1 (7.14%) Java
3 1 (7.14%) Python
3 1 (7.14%) T-SQL
Qualifications
1 3 (21.43%) CISA
1 3 (21.43%) CISM
1 3 (21.43%) CISSP
1 3 (21.43%) CRISC
1 3 (21.43%) Degree
Quality Assurance & Compliance
1 5 (35.71%) QA
2 1 (7.14%) COBIT
2 1 (7.14%) ISO/IEC 27001
Systems Management
1 1 (7.14%) RSA Archer
Vendors
1 2 (14.29%) Microsoft
2 1 (7.14%) Bloomberg
2 1 (7.14%) Cognizant
2 1 (7.14%) IBM
2 1 (7.14%) MicroStrategy