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

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Data Mining
Scotland / Glasgow
Rank 77 94 92
Rank change year-on-year
+17 -2
Permanent jobs citing Data Mining 4 12 6
As % of all permanent IT jobs located in Glasgow 0.45% 0.90% 0.56%
As % of the Database & Business Intelligence category 1.08% 2.37% 1.33%
Number of salaries quoted 3 6 3
Median salary £60,000 £50,000 £42,500
Median salary % change year-on-year
+20.00% +17.64%
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%

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
370 507 451
As % of all permanent IT jobs located in Glasgow 41.20% 38.06% 42.35%
Number of salaries quoted 212 272 304
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year
- +12.50%
90% offered a salary of more than £33,000 £32,500 £30,000
10% offered a salary of more than £60,000 £57,500 £55,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 January 2017.

Data Mining Salary Histogram in Glasgow

Data Mining
Top 30 Related IT Skills in Glasgow

For the 6 months to 24 January 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 4 (66.67%) Finance
1 4 (66.67%) Analytics
2 3 (50.00%) Customer Analytics
2 3 (50.00%) Analytical Skills
2 3 (50.00%) People Management
2 3 (50.00%) SAP Data Services
2 3 (50.00%) Process Improvement
2 3 (50.00%) GitHub
2 3 (50.00%) Data Integration
2 3 (50.00%) Git (software)
2 3 (50.00%) Visualisation
2 3 (50.00%) Release Management
2 3 (50.00%) SQL Server
2 3 (50.00%) Visual Studio
2 3 (50.00%) SharePoint
2 3 (50.00%) Data Warehouse
2 3 (50.00%) ETL
2 3 (50.00%) Business Intelligence
2 3 (50.00%) Microsoft
2 3 (50.00%) MicroStrategy
2 3 (50.00%) Project Management
3 2 (33.33%) SQL
3 2 (33.33%) MongoDB
3 2 (33.33%) NoSQL
3 2 (33.33%) Law
3 2 (33.33%) Legal
3 2 (33.33%) Data Extraction
3 2 (33.33%) Natural Language Processing
3 2 (33.33%) OCR
4 1 (16.67%) Dashboard Development

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 3 (50.00%) SharePoint
2 1 (16.67%) SAS
Applications
1 1 (16.67%) MS Excel
Cloud Services
1 3 (50.00%) GitHub
Database & Business Intelligence
1 3 (50.00%) Data Warehouse
1 3 (50.00%) SAP Data Services
1 3 (50.00%) SQL Server
2 2 (33.33%) MongoDB
2 2 (33.33%) NoSQL
3 1 (16.67%) SAP BW
3 1 (16.67%) SQL Server 2012
Development Applications
1 3 (50.00%) Git (software)
1 3 (50.00%) Visual Studio
General
1 4 (66.67%) Finance
2 2 (33.33%) Law
2 2 (33.33%) Legal
3 1 (16.67%) Marketing
Job Titles
1 2 (33.33%) Analytics Manager
1 2 (33.33%) Business Intelligence Manager
1 2 (33.33%) Data Scientist
1 2 (33.33%) Release Manager
2 1 (16.67%) Analyst
2 1 (16.67%) Business Manager
2 1 (16.67%) Data Analyst
2 1 (16.67%) SAS Analyst
2 1 (16.67%) SAS Data Analyst
Libraries, Frameworks & Software Standards
1 2 (33.33%) Natural Language Processing
Miscellaneous
1 3 (50.00%) Analytical Skills
1 3 (50.00%) Data Integration
1 3 (50.00%) Visualisation
2 2 (33.33%) Data Extraction
3 1 (16.67%) Computer Science
Processes & Methodologies
1 4 (66.67%) Analytics
2 3 (50.00%) Business Intelligence
2 3 (50.00%) Customer Analytics
2 3 (50.00%) ETL
2 3 (50.00%) People Management
2 3 (50.00%) Process Improvement
2 3 (50.00%) Project Management
2 3 (50.00%) Release Management
3 2 (33.33%) OCR
4 1 (16.67%) Business Analytics
4 1 (16.67%) Dashboard Development
4 1 (16.67%) Information Architecture
4 1 (16.67%) Stakeholder Management
Programming Languages
1 2 (33.33%) SQL
2 1 (16.67%) VBA
Qualifications
1 1 (16.67%) Degree
Vendors
1 3 (50.00%) Microsoft
1 3 (50.00%) MicroStrategy
2 1 (16.67%) SAP
2 1 (16.67%) Tableau