Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Integration
Scotland > Glasgow
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 129 81 117
Rank change year-on-year -48 +36 +17
Permanent jobs citing Data Integration 21 59 39
As % of all permanent IT jobs advertised in Glasgow 0.91% 2.72% 1.53%
As % of the Processes & Methodologies category 0.99% 2.94% 1.67%
Number of salaries quoted 5 15 11
Glasgow median annual salary £62,000 £45,000 £50,000
Median salary % change year-on-year +37.78% -10.00% +3.09%
Scotland median annual salary £39,137 £45,000 £45,000
% change year-on-year -13.03% - -5.26%

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2126 2008 2330
As % of all permanent IT jobs advertised in Glasgow 91.96% 92.71% 91.12%
Number of salaries quoted 1368 1087 1484
Glasgow median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +6.25%
10th Percentile £31,500 £28,750 £28,750
90th Percentile £67,500 £60,000 £60,500
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

Data Integration
Job Vacancy Trend in Glasgow

Job postings citing Data Integration as a percentage of all IT jobs advertised in Glasgow.

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 22 November 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 13 (61.90%) SQL
1 13 (61.90%) Business Intelligence
1 13 (61.90%) Microsoft
2 9 (42.86%) Data Warehouse
2 9 (42.86%) Relational Database
3 8 (38.10%) Data Analysis
4 7 (33.33%) ETL
4 7 (33.33%) Analytical Skills
5 6 (28.57%) OLAP Cube
5 6 (28.57%) Performance Tuning
5 6 (28.57%) SQL Server Analysis Services
5 6 (28.57%) PowerShell
5 6 (28.57%) SQL Server Reporting Services
5 6 (28.57%) QlikView
5 6 (28.57%) SAS
5 6 (28.57%) RDBMS
5 6 (28.57%) Star Schema
5 6 (28.57%) Informatica
5 6 (28.57%) PowerCenter
5 6 (28.57%) MicroStrategy
5 6 (28.57%) Data Modelling
5 6 (28.57%) SQL Server
5 6 (28.57%) OLAP
5 6 (28.57%) SQL Server Integration Services
5 6 (28.57%) Migration
6 5 (23.81%) Agile Software Development
6 5 (23.81%) User Acceptance Testing
6 5 (23.81%) SAS Data Integration Studio
7 4 (19.05%) Test Planning
7 4 (19.05%) Power BI

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:

Application Platforms
1 6 (28.57%) SAS
2 1 (4.76%) Confluence
Business Applications
1 1 (4.76%) Salesforce.com CRM
Database & Business Intelligence
1 9 (42.86%) Data Warehouse
1 9 (42.86%) Relational Database
2 6 (28.57%) OLAP
2 6 (28.57%) OLAP Cube
2 6 (28.57%) PowerCenter
2 6 (28.57%) QlikView
2 6 (28.57%) RDBMS
2 6 (28.57%) SQL Server
2 6 (28.57%) SQL Server Analysis Services
2 6 (28.57%) SQL Server Integration Services
2 6 (28.57%) SQL Server Reporting Services
2 6 (28.57%) Star Schema
3 5 (23.81%) SAS Data Integration Studio
4 4 (19.05%) BusinessObjects
4 4 (19.05%) BusinessObjects Business Intelligence
4 4 (19.05%) BusinessObjects Web Intelligence
4 4 (19.05%) Power BI
5 3 (14.29%) Data Mining
5 3 (14.29%) GIS
5 3 (14.29%) Snowflake Schema
Development Applications
1 3 (14.29%) ERwin
1 3 (14.29%) MagicDraw
2 1 (4.76%) JIRA
General
1 2 (9.52%) Finance
2 1 (4.76%) Legal
Job Titles
1 8 (38.10%) Architect
2 6 (28.57%) Business Intelligence Developer
2 6 (28.57%) Developer
2 6 (28.57%) SAS BI Developer
2 6 (28.57%) SAS Developer
2 6 (28.57%) SSIS Developer
3 5 (23.81%) Informatica BI Developer
3 5 (23.81%) Informatica Developer
4 4 (19.05%) Business Intelligence Specialist
4 4 (19.05%) SAP BusinessObjects Specialist
5 3 (14.29%) Data Architect
5 3 (14.29%) Information Architect
6 2 (9.52%) Analyst
6 2 (9.52%) Business Analyst
6 2 (9.52%) Lead Architect
6 2 (9.52%) Solutions Architect
7 1 (4.76%) Salesforce Business Analyst
7 1 (4.76%) Senior Architect
7 1 (4.76%) Senior Information Architect
7 1 (4.76%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 3 (14.29%) XML
1 3 (14.29%) XML Schema
2 1 (4.76%) CGI
2 1 (4.76%) CSS
2 1 (4.76%) HTML
Miscellaneous
1 7 (33.33%) Analytical Skills
2 3 (14.29%) Taxonomies
3 2 (9.52%) Equities
3 2 (9.52%) Fixed Income
3 2 (9.52%) Reference Data
4 1 (4.76%) User Experience
Operating Systems
1 1 (4.76%) Linux
Processes & Methodologies
1 13 (61.90%) Business Intelligence
2 8 (38.10%) Data Analysis
3 7 (33.33%) ETL
4 6 (28.57%) Data Modelling
4 6 (28.57%) Migration
4 6 (28.57%) Performance Tuning
5 5 (23.81%) Agile Software Development
5 5 (23.81%) User Acceptance Testing
6 4 (19.05%) Analytics
6 4 (19.05%) Data Architecture
6 4 (19.05%) Data Migration
6 4 (19.05%) Project Management
6 4 (19.05%) Scorecard
6 4 (19.05%) Test Planning
7 3 (14.29%) Data Analytics
7 3 (14.29%) Data Strategy
7 3 (14.29%) Metadata Management
7 3 (14.29%) UML
8 2 (9.52%) Conceptual Models
8 2 (9.52%) Reference Data Management
Programming Languages
1 13 (61.90%) SQL
2 6 (28.57%) PowerShell
3 4 (19.05%) PL/SQL
4 1 (4.76%) C++
4 1 (4.76%) Java
4 1 (4.76%) JavaScript
4 1 (4.76%) Perl
Qualifications
1 1 (4.76%) Degree
1 1 (4.76%) ISEB
Quality Assurance & Compliance
1 4 (19.05%) QA
2 2 (9.52%) Data Quality
2 2 (9.52%) ISO 20022
Vendors
1 13 (61.90%) Microsoft
2 6 (28.57%) Informatica
2 6 (28.57%) MicroStrategy
3 4 (19.05%) SAP
4 3 (14.29%) Oracle
5 2 (9.52%) IBM
6 1 (4.76%) Salesforce.com