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 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Data Integration
Rank 59 89 103
Rank change year-on-year
+30 +14
Permanent jobs citing Data Integration 37 19 12
As % of all permanent IT jobs located in Glasgow 3.26% 1.50% 0.85%
As % of the Miscellaneous category 7.68% 3.83% 2.28%
Number of salaries quoted 6 2 10
Median salary £42,500 £63,000 £48,500
Median salary % change year-on-year
-32.53% +29.89%
90% offered a salary of more than £40,000 £63,000 £42,000
10% offered a salary of more than £50,000 £63,000 £55,250
UK excluding London median salary £52,500 £45,000 £50,250
% change year-on-year
+16.66% -10.44%
Data Integration
Scotland

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
482 496 527
As % of all permanent IT jobs located in Glasgow 42.43% 39.21% 37.48%
Number of salaries quoted 191 312 346
Median salary £40,000 £43,500 £42,000
Median salary % change year-on-year
-8.04% +3.57%
90% offered a salary of more than £27,625 £30,000 £30,000
10% offered a salary of more than £60,000 £62,500 £63,000
UK excluding London median salary £42,500 £40,000 £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
Top 30 Related IT Skills in Glasgow

For the 6 months to 27 August 2016, 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 54 (79.41%) Agile Software Development
2 43 (63.24%) TDD
2 43 (63.24%) C#
2 43 (63.24%) Oracle
2 43 (63.24%) Degree
2 43 (63.24%) Computer Science
2 43 (63.24%) BDD
3 39 (57.35%) jQuery
3 39 (57.35%) .NET Framework
3 39 (57.35%) SQL Server
3 39 (57.35%) JavaScript
3 39 (57.35%) .NET
3 39 (57.35%) DevOps
3 39 (57.35%) Continuous Delivery
4 29 (42.65%) Scrum
5 27 (39.71%) Finance
6 24 (35.29%) Management Information System
6 24 (35.29%) Continuous Integration
6 24 (35.29%) ATDD
7 23 (33.82%) SDLC
8 20 (29.41%) AngularJS
8 20 (29.41%) Mentoring
8 20 (29.41%) Twitter Bootstrap
8 20 (29.41%) Refactoring
8 20 (29.41%) Planning Poker
8 20 (29.41%) Node.js
9 19 (27.94%) Service Delivery
9 19 (27.94%) Coaching
10 13 (19.12%) Banking
11 12 (17.65%) Software Engineering

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 (4.41%) Alfresco
1 3 (4.41%) Apache Spark
1 3 (4.41%) JBoss
1 3 (4.41%) Mule
1 3 (4.41%) SugarCRM
2 2 (2.94%) IIS
3 1 (1.47%) Apache Pig
3 1 (1.47%) SAS
Database & Business Intelligence
1 39 (57.35%) SQL Server
2 11 (16.18%) Big Data
3 10 (14.71%) Data Warehouse
4 9 (13.24%) Hadoop
5 5 (7.35%) PowerCenter
6 4 (5.88%) Apache Hive
6 4 (5.88%) DataStage
6 4 (5.88%) IBM InfoSphere
7 3 (4.41%) Apache Cassandra
7 3 (4.41%) Enterprise Data Warehouse
7 3 (4.41%) MongoDB
7 3 (4.41%) NoSQL
7 3 (4.41%) Pentaho
7 3 (4.41%) SQL Server Integration Services
8 2 (2.94%) SQL Server Reporting Services
8 2 (2.94%) Star Schema
9 1 (1.47%) BusinessObjects
9 1 (1.47%) HBase
9 1 (1.47%) IBM BigInsights
Development Applications
1 4 (5.88%) Cucumber
1 4 (5.88%) FitNesse
1 4 (5.88%) JBehave
1 4 (5.88%) MSTest
1 4 (5.88%) RSpec
1 4 (5.88%) Selenium
2 3 (4.41%) Talend Open Studio
General
1 27 (39.71%) Finance
2 13 (19.12%) Banking
3 8 (11.76%) Investment Banking
4 3 (4.41%) Aerospace
5 2 (2.94%) Marketing
Job Titles
1 28 (41.18%) Developer
2 20 (29.41%) .NET Developer
2 20 (29.41%) Agile .NET Developer
2 20 (29.41%) Agile Developer
3 19 (27.94%) Application Development Manager
3 19 (27.94%) Applications Development Manager
3 19 (27.94%) Applications Manager
3 19 (27.94%) Development Manager
4 8 (11.76%) .NET Development Manager
5 7 (10.29%) Consultant
5 7 (10.29%) Data Consultant
6 6 (8.82%) Analyst
7 5 (7.35%) Big Data Consultant
7 5 (7.35%) ETL Consultant
7 5 (7.35%) ETL Developer
8 4 (5.88%) Agile Business Analyst
8 4 (5.88%) Big Data Developer
8 4 (5.88%) Informatica ETL Developer
8 4 (5.88%) Integration Developer
8 4 (5.88%) QA Automation Engineer
Libraries, Frameworks & Software Standards
1 39 (57.35%) .NET
1 39 (57.35%) .NET Framework
1 39 (57.35%) jQuery
2 20 (29.41%) AngularJS
2 20 (29.41%) Node.js
2 20 (29.41%) Twitter Bootstrap
3 3 (4.41%) Hibernate
3 3 (4.41%) Middleware
3 3 (4.41%) Spring
4 2 (2.94%) XML
5 1 (1.47%) Web Services
Miscellaneous
1 43 (63.24%) Computer Science
2 24 (35.29%) Management Information System
3 8 (11.76%) Analytical Skills
4 4 (5.88%) Wiki
5 2 (2.94%) Visualisation
Operating Systems
1 2 (2.94%) Unix
1 2 (2.94%) Windows
2 1 (1.47%) Linux
Processes & Methodologies
1 54 (79.41%) Agile Software Development
2 43 (63.24%) BDD
2 43 (63.24%) TDD
3 39 (57.35%) Continuous Delivery
3 39 (57.35%) DevOps
4 29 (42.65%) Scrum
5 24 (35.29%) ATDD
5 24 (35.29%) Continuous Integration
6 23 (33.82%) SDLC
7 20 (29.41%) Mentoring
7 20 (29.41%) Planning Poker
7 20 (29.41%) Refactoring
8 19 (27.94%) Coaching
8 19 (27.94%) Service Delivery
9 12 (17.65%) Software Engineering
10 11 (16.18%) Business Intelligence
10 11 (16.18%) Data Management
10 11 (16.18%) Information Management
11 8 (11.76%) Asset Management
11 8 (11.76%) Master Data Management
Programming Languages
1 43 (63.24%) C#
2 39 (57.35%) JavaScript
3 9 (13.24%) SQL
4 8 (11.76%) Java
5 6 (8.82%) Python
6 3 (4.41%) Perl
6 3 (4.41%) PHP
7 1 (1.47%) R
Qualifications
1 43 (63.24%) Degree
2 1 (1.47%) ITIL Certification
Quality Assurance & Compliance
1 7 (10.29%) QA
2 6 (8.82%) Data Quality
3 1 (1.47%) PCI DSS
System Software
1 1 (1.47%) Apache Flume
Systems Management
1 1 (1.47%) MOM
Vendors
1 43 (63.24%) Oracle
2 5 (7.35%) IBM
2 5 (7.35%) Informatica
2 5 (7.35%) MicroStrategy
2 5 (7.35%) Netezza
3 3 (4.41%) Tableau
3 3 (4.41%) Talend
4 2 (2.94%) Teradata
5 1 (1.47%) Cloudera
5 1 (1.47%) Cognos