The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Mining
Scotland / Glasgow
Rank 84 105 91
Rank change year-on-year +21 -14  
Permanent jobs citing Data Mining 2 7 6
As % of all permanent IT jobs advertised in Glasgow 0.21% 0.54% 0.53%
As % of the Database & Business Intelligence category 0.45% 1.46% 1.42%
Number of salaries quoted 2 1 3
Median salary £60,000 £21,500 £42,500
Median salary % change year-on-year +179.06% -49.41%  
UK excluding London median salary £45,000 £41,500 £42,500
% change year-on-year +8.43% -2.35%  

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 Glasgow with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Glasgow
Permanent job vacancies with a requirement for database and business intelligence skills 448 478 423
As % of all permanent IT job vacancies advertised in Glasgow 47.86% 36.71% 37.24%
Number of salaries quoted 251 279 260
Median salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.55% +5.88%  
90% offered a salary of more than £30,000 £32,500 £32,500
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Mining
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow 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 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 in Glasgow.

Salary trend for Data Mining in Glasgow

Data Mining
Top 30 Related IT Skills in Glasgow

For the 6 months to 24 March 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 Glasgow region with a requirement for Data Mining.

1 3 (60.00%) Finance
1 3 (60.00%) Analytics
2 2 (40.00%) Customer Analytics
2 2 (40.00%) Analytical Skills
2 2 (40.00%) People Management
2 2 (40.00%) Release Management
2 2 (40.00%) Process Improvement
2 2 (40.00%) GitHub
2 2 (40.00%) OCR
2 2 (40.00%) Law
2 2 (40.00%) Legal
2 2 (40.00%) Data Extraction
2 2 (40.00%) Data Integration
2 2 (40.00%) Git (software)
2 2 (40.00%) Visualisation
2 2 (40.00%) MongoDB
2 2 (40.00%) NoSQL
2 2 (40.00%) SAP Data Services
2 2 (40.00%) Natural Language Processing
2 2 (40.00%) SQL Server
2 2 (40.00%) Visual Studio
2 2 (40.00%) SharePoint
2 2 (40.00%) Data Warehouse
2 2 (40.00%) ETL
2 2 (40.00%) Business Intelligence
2 2 (40.00%) Microsoft
2 2 (40.00%) MicroStrategy
2 2 (40.00%) SQL
2 2 (40.00%) Project Management
3 1 (20.00%) VBA

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 2 (40.00%) SharePoint
2 1 (20.00%) SAS
Applications
1 1 (20.00%) MS Excel
Cloud Services
1 2 (40.00%) GitHub
Database & Business Intelligence
1 2 (40.00%) Data Warehouse
1 2 (40.00%) MongoDB
1 2 (40.00%) NoSQL
1 2 (40.00%) SAP Data Services
1 2 (40.00%) SQL Server
2 1 (20.00%) SAP BW
2 1 (20.00%) SQL Server 2012
Development Applications
1 2 (40.00%) Git (software)
1 2 (40.00%) Visual Studio
General
1 3 (60.00%) Finance
2 2 (40.00%) Law
2 2 (40.00%) Legal
3 1 (20.00%) Marketing
Job Titles
1 2 (40.00%) Analytics Manager
1 2 (40.00%) Business Intelligence Manager
1 2 (40.00%) Data Scientist
1 2 (40.00%) Release Manager
2 1 (20.00%) Analyst
2 1 (20.00%) Business Manager
2 1 (20.00%) Data Analyst
2 1 (20.00%) SAS Analyst
2 1 (20.00%) SAS Data Analyst
Libraries, Frameworks & Software Standards
1 2 (40.00%) Natural Language Processing
Miscellaneous
1 2 (40.00%) Analytical Skills
Processes & Methodologies
1 3 (60.00%) Analytics
2 2 (40.00%) Business Intelligence
2 2 (40.00%) Customer Analytics
2 2 (40.00%) Data Extraction
2 2 (40.00%) Data Integration
2 2 (40.00%) ETL
2 2 (40.00%) OCR
2 2 (40.00%) People Management
2 2 (40.00%) Process Improvement
2 2 (40.00%) Project Management
2 2 (40.00%) Release Management
2 2 (40.00%) Visualisation
3 1 (20.00%) Business Analytics
3 1 (20.00%) Dashboard Development
3 1 (20.00%) Information Architecture
3 1 (20.00%) Stakeholder Management
Programming Languages
1 2 (40.00%) SQL
2 1 (20.00%) VBA
Vendors
1 2 (40.00%) Microsoft
1 2 (40.00%) MicroStrategy
2 1 (20.00%) SAP
2 1 (20.00%) Tableau