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

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Integration
Scotland / Glasgow
Rank 86 104 81
Rank change year-on-year +18 -23  
Permanent jobs citing Data Integration 2 4 19
As % of all permanent IT jobs advertised in Glasgow 0.21% 0.31% 1.66%
As % of the Processes & Methodologies category 0.23% 0.34% 1.81%
Number of salaries quoted 2 3 16
Median salary £70,000 £40,000 £43,050
Median salary % change year-on-year +75.00% -7.08%  
90% offered a salary of more than £62,000 £40,000 £35,000
10% offered a salary of more than £78,000 £52,000 £55,000
UK excluding London median salary £45,000 £45,000 £50,000
% change year-on-year - -10.00%  

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 853 1191 1050
As % of all permanent IT job vacancies advertised in Glasgow 91.52% 91.83% 91.46%
Number of salaries quoted 493 737 697
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,500 £32,500 £33,000
10% offered a salary of more than £60,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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

Data Integration
Salary Histogram in Glasgow

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

Salary histogram for Data Integration in Glasgow

Data Integration
Top 30 Related IT Skills in Glasgow

For the 6 months to 26 March 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 11 (84.62%) Data Warehouse
2 8 (61.54%) Data Management
3 7 (53.85%) Data Modelling
3 7 (53.85%) Data Architecture
4 6 (46.15%) Ontologies
4 6 (46.15%) Information Architecture
4 6 (46.15%) Analytical Skills
4 6 (46.15%) Data Lineage
5 5 (38.46%) Metadata Management
5 5 (38.46%) ETL
5 5 (38.46%) Migration
6 4 (30.77%) Back Office
6 4 (30.77%) Finance
6 4 (30.77%) Banking
6 4 (30.77%) General Ledger
6 4 (30.77%) MagicDraw
6 4 (30.77%) Taxonomies
6 4 (30.77%) XML Schema
6 4 (30.77%) Business Intelligence
6 4 (30.77%) OLTP
6 4 (30.77%) Star Schema
6 4 (30.77%) IBM
6 4 (30.77%) MicroStrategy
6 4 (30.77%) ERwin
6 4 (30.77%) XML
6 4 (30.77%) UML
6 4 (30.77%) OLAP
6 4 (30.77%) Data Quality
6 4 (30.77%) Big Data
6 4 (30.77%) Reference Data

Data Integration
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 (23.08%) SAS
1 3 (23.08%) SharePoint
Applications
1 1 (7.69%) MS Excel
Cloud Services
1 2 (15.38%) GitHub
2 1 (7.69%) Amazon AWS
Communications & Networking
1 1 (7.69%) Internet
Database & Business Intelligence
1 11 (84.62%) Data Warehouse
2 4 (30.77%) Big Data
2 4 (30.77%) Data Lake
2 4 (30.77%) OLAP
2 4 (30.77%) OLTP
2 4 (30.77%) Star Schema
3 3 (23.08%) SQL Server
4 2 (15.38%) BusinessObjects
4 2 (15.38%) Data Mining
4 2 (15.38%) NoSQL
4 2 (15.38%) SAP Data Services
5 1 (7.69%) SAP BW
5 1 (7.69%) SAS Data Integration Studio
5 1 (7.69%) SAS Enterprise Guide
5 1 (7.69%) SQL Server 2012
Development Applications
1 4 (30.77%) ERwin
1 4 (30.77%) MagicDraw
2 2 (15.38%) Git (software)
2 2 (15.38%) Visual Studio
General
1 4 (30.77%) Back Office
1 4 (30.77%) Banking
1 4 (30.77%) Finance
1 4 (30.77%) General Ledger
2 1 (7.69%) Retail
Job Titles
1 5 (38.46%) Architect
1 5 (38.46%) Information Architect
2 3 (23.08%) Developer
3 2 (15.38%) Analytics Manager
3 2 (15.38%) Business Intelligence Consultant
3 2 (15.38%) Business Intelligence Developer
3 2 (15.38%) Business Intelligence Manager
3 2 (15.38%) Cloud Consultant
3 2 (15.38%) Cloud Developer
3 2 (15.38%) Consultant
3 2 (15.38%) Designer
3 2 (15.38%) Release Manager
3 2 (15.38%) Salesforce Consultant
3 2 (15.38%) Salesforce Developer
4 1 (7.69%) Business Manager
4 1 (7.69%) Developer/Software Engineer
4 1 (7.69%) Senior Developer
4 1 (7.69%) Senior Software Developer
4 1 (7.69%) Senior Software Engineer
4 1 (7.69%) SQL DBA
Libraries, Frameworks & Software Standards
1 4 (30.77%) XML
1 4 (30.77%) XML Schema
2 1 (7.69%) CSS
2 1 (7.69%) HTML
Miscellaneous
1 6 (46.15%) Analytical Skills
2 4 (30.77%) Reference Data
2 4 (30.77%) Taxonomies
3 2 (15.38%) Data Structures
3 2 (15.38%) Management Information System
4 1 (7.69%) Minimum Viable Product
4 1 (7.69%) Replication
Operating Systems
1 1 (7.69%) Linux
Processes & Methodologies
1 8 (61.54%) Data Management
2 7 (53.85%) Data Architecture
2 7 (53.85%) Data Modelling
3 6 (46.15%) Data Lineage
3 6 (46.15%) Information Architecture
3 6 (46.15%) Ontologies
4 5 (38.46%) ETL
4 5 (38.46%) Metadata Management
4 5 (38.46%) Migration
5 4 (30.77%) Analytics
5 4 (30.77%) Business Intelligence
5 4 (30.77%) Cash Management
5 4 (30.77%) Conceptual Models
5 4 (30.77%) Data Migration
5 4 (30.77%) Logical Data Model
5 4 (30.77%) Physical Data Model
5 4 (30.77%) Reference Data Management
5 4 (30.77%) UML
5 4 (30.77%) Visualisation
6 3 (23.08%) Information Security
Programming Languages
1 3 (23.08%) SQL
2 1 (7.69%) Java
2 1 (7.69%) JavaScript
2 1 (7.69%) Python
Qualifications
1 4 (30.77%) Degree
Quality Assurance & Compliance
1 4 (30.77%) Data Quality
1 4 (30.77%) ISO20022
System Software
1 1 (7.69%) Active Directory
Vendors
1 4 (30.77%) IBM
1 4 (30.77%) MicroStrategy
2 2 (15.38%) Informatica
2 2 (15.38%) Microsoft
2 2 (15.38%) Netezza
2 2 (15.38%) Oracle
2 2 (15.38%) Salesforce.com
2 2 (15.38%) Tableau
2 2 (15.38%) Teradata
3 1 (7.69%) SAP
Glasgow, Lanarkshire
Empiric.com
Salary: From £60,000 to £75,000 per annum Bonus and Benefits package
Posted: 3 days ago