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 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
Scotland / Glasgow
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 97 111 95
Rank change year-on-year +14 -16  
Permanent jobs citing Data Mining 6 4 6
As % of all permanent IT jobs advertised in Glasgow 0.50% 0.31% 0.47%
As % of the Database & Business Intelligence category 1.11% 0.79% 1.22%
Number of salaries quoted 4 2 2
Median salary £55,000 £61,250 £44,890
Median salary % change year-on-year -10.20% +36.44%  
90% offered a salary of more than £40,000 £58,250 £36,802
10% offered a salary of more than £70,000 £64,250 £52,978
UK excluding London median salary £53,750 £42,500 £45,000
% change year-on-year +26.47% -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 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 541 504 493
As % of all permanent IT job vacancies advertised in Glasgow 45.12% 39.47% 38.94%
Number of salaries quoted 324 207 291
Median salary £45,000 £46,000 £44,500
Median salary % change year-on-year -2.17% +3.37%  
90% offered a salary of more than £30,000 £31,000 £32,500
10% offered a salary of more than £75,000 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Data Mining in Glasgow over the 3 months to 26 June 2017.

Salary histogram for Data Mining in Glasgow

For the 6 months to 26 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 Glasgow region with a requirement for Data Mining.

1 3 (37.50%) SQL
1 3 (37.50%) XML
1 3 (37.50%) UML
1 3 (37.50%) Data Modelling
1 3 (37.50%) XML Schema
1 3 (37.50%) Star Schema
1 3 (37.50%) ERwin
1 3 (37.50%) Finance
1 3 (37.50%) Migration
1 3 (37.50%) Data Analysis
1 3 (37.50%) MagicDraw
1 3 (37.50%) Taxonomies
1 3 (37.50%) Data Migration
1 3 (37.50%) Metadata Management
1 3 (37.50%) Data Integration
2 2 (25.00%) Reference Data Management
2 2 (25.00%) Conceptual Models
2 2 (25.00%) Mentoring
2 2 (25.00%) Analytical Skills
2 2 (25.00%) Logical Data Model
2 2 (25.00%) SDLC
2 2 (25.00%) ISO 20022
2 2 (25.00%) OCR
2 2 (25.00%) Business Process Improvement
2 2 (25.00%) MongoDB
2 2 (25.00%) NoSQL
2 2 (25.00%) Natural Language Processing
2 2 (25.00%) Process Improvement
2 2 (25.00%) Data Quality
2 2 (25.00%) Reference Data

Data Mining
Co-occurring 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 1 (12.50%) SAS
Communications & Networking
1 2 (25.00%) Firewall
1 2 (25.00%) TCP/IP
Database & Business Intelligence
1 3 (37.50%) Star Schema
2 2 (25.00%) MongoDB
2 2 (25.00%) NoSQL
Development Applications
1 3 (37.50%) ERwin
1 3 (37.50%) MagicDraw
General
1 3 (37.50%) Finance
2 2 (25.00%) Law
2 2 (25.00%) Legal
3 1 (12.50%) Retail
3 1 (12.50%) Telecoms
Job Titles
1 3 (37.50%) Architect
1 3 (37.50%) Information Architect
2 2 (25.00%) Analyst
2 2 (25.00%) Data Analyst
2 2 (25.00%) Data Manager
2 2 (25.00%) Data Scientist
2 2 (25.00%) Lead Architect
2 2 (25.00%) Market Analyst
2 2 (25.00%) Market Data Analyst
2 2 (25.00%) Market Data Manager
2 2 (25.00%) Market Data Project Manager
2 2 (25.00%) Project Analyst
2 2 (25.00%) Project Manager
3 1 (12.50%) Development Specialist
3 1 (12.50%) Senior Architect
3 1 (12.50%) Senior Information Architect
Libraries, Frameworks & Software Standards
1 3 (37.50%) XML
1 3 (37.50%) XML Schema
2 2 (25.00%) Natural Language Processing
Miscellaneous
1 3 (37.50%) Taxonomies
2 2 (25.00%) Analytical Skills
2 2 (25.00%) Equities
2 2 (25.00%) Fixed Income
2 2 (25.00%) Reference Data
Processes & Methodologies
1 3 (37.50%) Data Analysis
1 3 (37.50%) Data Integration
1 3 (37.50%) Data Migration
1 3 (37.50%) Data Modelling
1 3 (37.50%) Metadata Management
1 3 (37.50%) Migration
1 3 (37.50%) UML
2 2 (25.00%) Business Process Improvement
2 2 (25.00%) Conceptual Models
2 2 (25.00%) Data Extraction
2 2 (25.00%) Data Management
2 2 (25.00%) Logical Data Model
2 2 (25.00%) Mentoring
2 2 (25.00%) OCR
2 2 (25.00%) Process Improvement
2 2 (25.00%) Project Management
2 2 (25.00%) Reference Data Management
2 2 (25.00%) SDLC
3 1 (12.50%) Data Architecture
3 1 (12.50%) Information Architecture
Programming Languages
1 3 (37.50%) SQL
Qualifications
1 2 (25.00%) CCNA
1 2 (25.00%) Cisco Certification
Quality Assurance & Compliance
1 2 (25.00%) Data Quality
1 2 (25.00%) ISO 20022
Vendors
1 2 (25.00%) IBM
2 1 (12.50%) Intel