The table below looks at the prevalence of the term Data Integration in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Data Integration over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Data Integration
Scotland / Glasgow
Rank 74 83 85
Rank change year-on-year
+9 +2
Permanent jobs citing Data Integration 10 20 15
As % of all permanent IT jobs located in Glasgow 1.09% 1.51% 1.45%
As % of the Miscellaneous category 2.67% 3.36% 3.89%
Number of salaries quoted 4 6 6
Median salary £58,750 £40,000 £48,750
Median salary % change year-on-year
+46.87% -17.94%
90% offered a salary of more than £34,450 £37,500 £35,000
10% offered a salary of more than £78,500 £56,250 £60,000
UK excluding London median salary £50,000 £50,000 £52,500
% change year-on-year
- -4.76%

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Glasgow region.

Miscellaneous Category
Glasgow
Permanent IT job ads with a match in the
Miscellaneous category
374 596 386
As % of all permanent IT jobs located in Glasgow 40.70% 44.98% 37.40%
Number of salaries quoted 234 308 264
Median salary £45,000 £40,000 £42,500
Median salary % change year-on-year
+12.50% -5.88%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £57,500 £62,500 £56,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Integration
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing Data Integration as a proportion of all IT jobs with a match in the Miscellaneous category.

Data Integration Jobs Demand Trend 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 across the Glasgow region.

Data Integration Salary Trend in Glasgow

Data Integration
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Data Integration across the Glasgow region over the 3 months to 18 January 2017.

Data Integration Salary Histogram in Glasgow

Data Integration
Top 30 Related IT Skills in Glasgow

For the 6 months to 18 January 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 18 (50.00%) Data Warehouse
2 15 (41.67%) Agile Software Development
3 14 (38.89%) Data Management
3 14 (38.89%) Business Intelligence
4 11 (30.56%) Degree
5 10 (27.78%) Finance
5 10 (27.78%) ETL
5 10 (27.78%) Data Quality
5 10 (27.78%) Analytical Skills
6 9 (25.00%) Big Data
6 9 (25.00%) Data Modelling
6 9 (25.00%) Scrum
6 9 (25.00%) Management Information System
6 9 (25.00%) Data Architecture
7 8 (22.22%) Information Management
7 8 (22.22%) MicroStrategy
7 8 (22.22%) SQL
7 8 (22.22%) Oracle
7 8 (22.22%) SQL Server
7 8 (22.22%) Information Architecture
8 7 (19.44%) Data Governance
8 7 (19.44%) Analytics
8 7 (19.44%) UML
8 7 (19.44%) Java
8 7 (19.44%) Visualisation
8 7 (19.44%) Computer Science
9 6 (16.67%) Continuous Integration
9 6 (16.67%) Ontologies
9 6 (16.67%) TDD
9 6 (16.67%) C#

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 5 (13.89%) SAS
2 4 (11.11%) SharePoint
3 3 (8.33%) Alfresco
3 3 (8.33%) JBoss
3 3 (8.33%) Mule
3 3 (8.33%) SugarCRM
4 2 (5.56%) Apache Spark
Applications
1 1 (2.78%) MS Excel
Cloud Services
1 3 (8.33%) GitHub
2 1 (2.78%) Amazon AWS
Communications & Networking
1 1 (2.78%) Internet
Database & Business Intelligence
1 18 (50.00%) Data Warehouse
2 9 (25.00%) Big Data
3 8 (22.22%) SQL Server
4 5 (13.89%) NoSQL
5 4 (11.11%) BusinessObjects
5 4 (11.11%) Data Lake
5 4 (11.11%) OLAP
5 4 (11.11%) OLTP
5 4 (11.11%) Star Schema
6 3 (8.33%) Apache Cassandra
6 3 (8.33%) Apache Hive
6 3 (8.33%) Data Mining
6 3 (8.33%) Hadoop
6 3 (8.33%) MongoDB
6 3 (8.33%) Pentaho
6 3 (8.33%) SAP Data Services
6 3 (8.33%) SQL Server Integration Services
7 2 (5.56%) PowerCenter
8 1 (2.78%) SAP BW
8 1 (2.78%) Snowflake Schema
Development Applications
1 5 (13.89%) Talend Open Studio
2 4 (11.11%) ERwin
2 4 (11.11%) MagicDraw
3 3 (8.33%) Cucumber
3 3 (8.33%) FitNesse
3 3 (8.33%) Git (software)
3 3 (8.33%) JBehave
3 3 (8.33%) MSTest
3 3 (8.33%) RSpec
3 3 (8.33%) Selenium
3 3 (8.33%) Visual Studio
General
1 10 (27.78%) Finance
2 4 (11.11%) Back Office
2 4 (11.11%) Banking
2 4 (11.11%) General Ledger
3 3 (8.33%) Aerospace
4 1 (2.78%) Retail
Job Titles
1 13 (36.11%) Developer
2 7 (19.44%) Architect
2 7 (19.44%) Information Architect
3 5 (13.89%) Analyst
3 5 (13.89%) Consultant
4 4 (11.11%) ETL Developer
5 3 (8.33%) .NET Developer
5 3 (8.33%) Agile .NET Developer
5 3 (8.33%) Agile Business Analyst
5 3 (8.33%) Agile Developer
5 3 (8.33%) Automation Engineer
5 3 (8.33%) Business Analyst
5 3 (8.33%) Data Consultant
5 3 (8.33%) Java Developer
5 3 (8.33%) QA Automation Engineer
5 3 (8.33%) QA Engineer
5 3 (8.33%) Quality Engineer
6 2 (5.56%) Data Analyst
6 2 (5.56%) Data Warehouse Consultant
6 2 (5.56%) Release Manager
Libraries, Frameworks & Software Standards
1 4 (11.11%) XML
1 4 (11.11%) XML Schema
2 3 (8.33%) .NET
2 3 (8.33%) .NET Framework
2 3 (8.33%) AngularJS
2 3 (8.33%) Hibernate
2 3 (8.33%) jQuery
2 3 (8.33%) Middleware
2 3 (8.33%) Node.js
2 3 (8.33%) Spring
2 3 (8.33%) Twitter Bootstrap
3 1 (2.78%) CSS
3 1 (2.78%) HTML
Miscellaneous
1 10 (27.78%) Analytical Skills
2 9 (25.00%) Management Information System
3 7 (19.44%) Computer Science
3 7 (19.44%) Visualisation
4 6 (16.67%) Ontologies
5 5 (13.89%) Reference Data
6 4 (11.11%) Taxonomies
7 3 (8.33%) Wiki
8 2 (5.56%) Data Structures
9 1 (2.78%) Minimum Viable Product
9 1 (2.78%) Replication
Operating Systems
1 1 (2.78%) Linux
Processes & Methodologies
1 15 (41.67%) Agile Software Development
2 14 (38.89%) Business Intelligence
2 14 (38.89%) Data Management
3 10 (27.78%) ETL
4 9 (25.00%) Data Architecture
4 9 (25.00%) Data Modelling
4 9 (25.00%) Scrum
5 8 (22.22%) Information Architecture
5 8 (22.22%) Information Management
6 7 (19.44%) Analytics
6 7 (19.44%) Data Governance
6 7 (19.44%) UML
7 6 (16.67%) ATDD
7 6 (16.67%) BDD
7 6 (16.67%) Continuous Integration
7 6 (16.67%) Data Lineage
7 6 (16.67%) People Management
7 6 (16.67%) Process Improvement
7 6 (16.67%) TDD
7 6 (16.67%) User Stories
Programming Languages
1 8 (22.22%) SQL
2 7 (19.44%) Java
3 6 (16.67%) C#
3 6 (16.67%) Python
4 4 (11.11%) JavaScript
5 3 (8.33%) Perl
5 3 (8.33%) PHP
Qualifications
1 11 (30.56%) Degree
2 1 (2.78%) ITIL Certification
Quality Assurance & Compliance
1 10 (27.78%) Data Quality
2 4 (11.11%) ISO20022
3 3 (8.33%) QA
4 2 (5.56%) PCI DSS
System Software
1 1 (2.78%) Active Directory
Vendors
1 8 (22.22%) MicroStrategy
1 8 (22.22%) Oracle
2 6 (16.67%) Tableau
3 5 (13.89%) IBM
3 5 (13.89%) Informatica
3 5 (13.89%) Talend
4 4 (11.11%) Netezza
4 4 (11.11%) Teradata
5 3 (8.33%) Microsoft
6 2 (5.56%) Cognos
6 2 (5.56%) Salesforce.com
7 1 (2.78%) Alteryx
7 1 (2.78%) SAP