The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Data Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Integration over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Integration
Scotland / Glasgow
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 93 69 88
Rank change year-on-year -24 +19  
Permanent jobs citing Data Integration 7 42 15
As % of all permanent IT jobs advertised in Glasgow 0.58% 3.27% 1.18%
As % of the Processes & Methodologies category 0.63% 3.48% 1.30%
Number of salaries quoted 6 5 7
Median salary £66,250 £47,500 £37,500
Median salary % change year-on-year +39.47% +26.66%  
90% offered a salary of more than £65,000 £45,000 £25,000
10% offered a salary of more than £70,000 £52,000 £50,000
UK excluding London median salary £50,000 £52,750 £49,750
% change year-on-year -5.21% +6.03%  

Data Integration is in the process and methodology 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 process and methodology skills.

Process & Methodology Skills
Glasgow
Permanent job vacancies with a requirement for process and methodology skills 1113 1207 1152
As % of all permanent IT job vacancies advertised in Glasgow 92.52% 93.93% 90.49%
Number of salaries quoted 707 628 726
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.55% +5.88%  
90% offered a salary of more than £32,500 £30,000 £34,000
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Integration
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Data Integration as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Integration in Glasgow

Data Integration
Salary Trend in Glasgow

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

Salary trend for Data Integration in Glasgow

For the 6 months to 23 June 2017, IT jobs citing Data Integration 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 Integration.

1 6 (66.67%) Star Schema
2 5 (55.56%) Data Warehouse
2 5 (55.56%) Data Modelling
2 5 (55.56%) Analytical Skills
3 4 (44.44%) Metadata Management
3 4 (44.44%) Migration
4 3 (33.33%) Scrum
4 3 (33.33%) Data Analysis
4 3 (33.33%) MagicDraw
4 3 (33.33%) Agile Software Development
4 3 (33.33%) Data Management
4 3 (33.33%) Taxonomies
4 3 (33.33%) Informatica
4 3 (33.33%) ERwin
4 3 (33.33%) Data Mining
4 3 (33.33%) XML Schema
4 3 (33.33%) Oracle
4 3 (33.33%) XML
4 3 (33.33%) Unix
4 3 (33.33%) UML
4 3 (33.33%) SDLC
4 3 (33.33%) Data Migration
4 3 (33.33%) Data Architecture
4 3 (33.33%) Process Improvement
4 3 (33.33%) Vertica
5 2 (22.22%) Data Quality
5 2 (22.22%) Information Architecture
5 2 (22.22%) SQL
5 2 (22.22%) ISO 20022
5 2 (22.22%) Reference Data

Data Integration
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:

Cloud Services
1 1 (11.11%) SaaS
Database & Business Intelligence
1 6 (66.67%) Star Schema
2 5 (55.56%) Data Warehouse
3 3 (33.33%) Data Mining
4 1 (11.11%) Big Data
4 1 (11.11%) NoSQL
Development Applications
1 3 (33.33%) ERwin
1 3 (33.33%) MagicDraw
General
1 1 (11.11%) Finance
Job Titles
1 4 (44.44%) Architect
1 4 (44.44%) Information Architect
2 3 (33.33%) Data Warehouse Developer
2 3 (33.33%) Developer
2 3 (33.33%) Senior Data Warehouse Developer
2 3 (33.33%) Senior Developer
3 2 (22.22%) Lead Architect
4 1 (11.11%) Account Manager
4 1 (11.11%) Designer
4 1 (11.11%) Senior Architect
4 1 (11.11%) Senior Information Architect
4 1 (11.11%) Technical Account Manager
4 1 (11.11%) Technical Manager
Libraries, Frameworks & Software Standards
1 3 (33.33%) XML
1 3 (33.33%) XML Schema
Miscellaneous
1 5 (55.56%) Analytical Skills
2 3 (33.33%) Taxonomies
3 2 (22.22%) Equities
3 2 (22.22%) Fixed Income
3 2 (22.22%) Reference Data
4 1 (11.11%) Data Structures
4 1 (11.11%) Management Information System
Operating Systems
1 3 (33.33%) Unix
Processes & Methodologies
1 5 (55.56%) Data Modelling
2 4 (44.44%) Metadata Management
2 4 (44.44%) Migration
3 3 (33.33%) Agile Software Development
3 3 (33.33%) Data Analysis
3 3 (33.33%) Data Architecture
3 3 (33.33%) Data Management
3 3 (33.33%) Data Migration
3 3 (33.33%) Process Improvement
3 3 (33.33%) Scrum
3 3 (33.33%) SDLC
3 3 (33.33%) UML
4 2 (22.22%) Conceptual Models
4 2 (22.22%) Information Architecture
4 2 (22.22%) Logical Data Model
4 2 (22.22%) Reference Data Management
5 1 (11.11%) Data Lineage
5 1 (11.11%) Data Protection
5 1 (11.11%) Line Management
5 1 (11.11%) Ontologies
Programming Languages
1 2 (22.22%) SQL
Quality Assurance & Compliance
1 2 (22.22%) Data Quality
1 2 (22.22%) ISO 20022
Vendors
1 3 (33.33%) Informatica
1 3 (33.33%) Oracle
1 3 (33.33%) Vertica
2 2 (22.22%) IBM