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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Integration
Rank 74 88 86
Rank change year-on-year
+14 -2
Permanent jobs citing Data Integration 13 19 15
As % of all permanent IT jobs located in Glasgow 1.33% 1.46% 1.45%
As % of the Miscellaneous category 3.87% 3.23% 4.14%
Number of salaries quoted 5 10 8
Median salary £55,000 £50,000 £48,750
Median salary % change year-on-year
+10.00% +2.56%
90% offered a salary of more than £42,500 £37,200 £35,000
10% offered a salary of more than £67,000 £65,000 £60,000
UK excluding London median salary £47,500 £50,000 £53,458
% change year-on-year
-5.00% -6.46%
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
336 588 362
As % of all permanent IT jobs located in Glasgow 34.32% 45.16% 34.98%
Number of salaries quoted 190 337 237
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 £30,000 £30,000 £30,000
10% offered a salary of more than £55,000 £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 7 December 2016.

Data Integration Salary Histogram in Glasgow

Data Integration
Top 30 Related IT Skills in Glasgow

For the 6 months to 7 December 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 28 (58.33%) Agile Software Development
2 23 (47.92%) Degree
3 20 (41.67%) Oracle
4 19 (39.58%) Computer Science
5 18 (37.50%) TDD
5 18 (37.50%) SQL Server
5 18 (37.50%) C#
5 18 (37.50%) Data Warehouse
5 18 (37.50%) BDD
6 17 (35.42%) Scrum
7 16 (33.33%) Management Information System
8 15 (31.25%) JavaScript
8 15 (31.25%) Data Management
9 14 (29.17%) .NET Framework
9 14 (29.17%) jQuery
9 14 (29.17%) .NET
9 14 (29.17%) Business Intelligence
9 14 (29.17%) DevOps
9 14 (29.17%) Continuous Delivery
10 13 (27.08%) ATDD
10 13 (27.08%) Continuous Integration
11 11 (22.92%) Finance
11 11 (22.92%) Data Quality
11 11 (22.92%) Analytical Skills
12 10 (20.83%) SDLC
12 10 (20.83%) ETL
13 9 (18.75%) Data Modelling
13 9 (18.75%) SQL
13 9 (18.75%) Refactoring
13 9 (18.75%) Information Management

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 4 (8.33%) SAS
2 3 (6.25%) Alfresco
2 3 (6.25%) JBoss
2 3 (6.25%) Mule
2 3 (6.25%) SharePoint
2 3 (6.25%) SugarCRM
3 2 (4.17%) Apache Spark
Applications
1 1 (2.08%) MS Excel
Cloud Services
1 3 (6.25%) GitHub
2 1 (2.08%) Amazon AWS
Communications & Networking
1 1 (2.08%) Internet
Database & Business Intelligence
1 18 (37.50%) Data Warehouse
1 18 (37.50%) SQL Server
2 9 (18.75%) Big Data
3 5 (10.42%) NoSQL
3 5 (10.42%) Star Schema
4 4 (8.33%) BusinessObjects
4 4 (8.33%) Data Lake
4 4 (8.33%) OLAP
4 4 (8.33%) OLTP
5 3 (6.25%) Apache Cassandra
5 3 (6.25%) Apache Hive
5 3 (6.25%) Data Mining
5 3 (6.25%) Hadoop
5 3 (6.25%) MongoDB
5 3 (6.25%) Pentaho
5 3 (6.25%) SAP Data Services
5 3 (6.25%) SQL Server Integration Services
6 2 (4.17%) PowerCenter
7 1 (2.08%) SAP BW
7 1 (2.08%) Snowflake Schema
Development Applications
1 5 (10.42%) Talend Open Studio
2 4 (8.33%) Cucumber
2 4 (8.33%) ERwin
2 4 (8.33%) FitNesse
2 4 (8.33%) JBehave
2 4 (8.33%) MagicDraw
2 4 (8.33%) MSTest
2 4 (8.33%) RSpec
2 4 (8.33%) Selenium
3 3 (6.25%) Git (software)
3 3 (6.25%) Visual Studio
General
1 11 (22.92%) Finance
2 5 (10.42%) Banking
3 4 (8.33%) Back Office
3 4 (8.33%) General Ledger
4 3 (6.25%) Aerospace
5 1 (2.08%) Marketing
5 1 (2.08%) Retail
Job Titles
1 19 (39.58%) Developer
2 9 (18.75%) .NET Developer
2 9 (18.75%) Agile .NET Developer
2 9 (18.75%) Agile Developer
3 6 (12.50%) Analyst
3 6 (12.50%) Architect
3 6 (12.50%) Information Architect
4 5 (10.42%) .NET Development Manager
4 5 (10.42%) Application Development Manager
4 5 (10.42%) Applications Development Manager
4 5 (10.42%) Applications Manager
4 5 (10.42%) Consultant
4 5 (10.42%) Development Manager
5 4 (8.33%) Agile Business Analyst
5 4 (8.33%) Automation Engineer
5 4 (8.33%) Business Analyst
5 4 (8.33%) ETL Developer
5 4 (8.33%) QA Automation Engineer
5 4 (8.33%) QA Engineer
5 4 (8.33%) Quality Engineer
Libraries, Frameworks & Software Standards
1 14 (29.17%) .NET
1 14 (29.17%) .NET Framework
1 14 (29.17%) jQuery
2 9 (18.75%) AngularJS
2 9 (18.75%) Node.js
2 9 (18.75%) Twitter Bootstrap
3 4 (8.33%) XML
3 4 (8.33%) XML Schema
4 3 (6.25%) Hibernate
4 3 (6.25%) Middleware
4 3 (6.25%) Spring
5 1 (2.08%) CSS
5 1 (2.08%) HTML
Miscellaneous
1 19 (39.58%) Computer Science
2 16 (33.33%) Management Information System
3 11 (22.92%) Analytical Skills
4 7 (14.58%) Visualisation
5 6 (12.50%) Ontologies
6 5 (10.42%) Reference Data
7 4 (8.33%) Taxonomies
7 4 (8.33%) Wiki
8 2 (4.17%) Data Structures
9 1 (2.08%) Minimum Viable Product
Operating Systems
1 1 (2.08%) Linux
Processes & Methodologies
1 28 (58.33%) Agile Software Development
2 18 (37.50%) BDD
2 18 (37.50%) TDD
3 17 (35.42%) Scrum
4 15 (31.25%) Data Management
5 14 (29.17%) Business Intelligence
5 14 (29.17%) Continuous Delivery
5 14 (29.17%) DevOps
6 13 (27.08%) ATDD
6 13 (27.08%) Continuous Integration
7 10 (20.83%) ETL
7 10 (20.83%) SDLC
8 9 (18.75%) Data Modelling
8 9 (18.75%) Information Management
8 9 (18.75%) Planning Poker
8 9 (18.75%) Refactoring
9 8 (16.67%) Analytics
9 8 (16.67%) Data Architecture
9 8 (16.67%) UML
9 8 (16.67%) User Stories
Programming Languages
1 18 (37.50%) C#
2 15 (31.25%) JavaScript
3 9 (18.75%) SQL
4 8 (16.67%) Java
5 6 (12.50%) Python
6 3 (6.25%) Perl
6 3 (6.25%) PHP
Qualifications
1 23 (47.92%) Degree
2 1 (2.08%) ITIL Certification
Quality Assurance & Compliance
1 11 (22.92%) Data Quality
2 5 (10.42%) QA
3 4 (8.33%) ISO20022
4 2 (4.17%) PCI DSS
Vendors
1 20 (41.67%) Oracle
2 8 (16.67%) MicroStrategy
3 6 (12.50%) Tableau
4 5 (10.42%) IBM
4 5 (10.42%) Informatica
4 5 (10.42%) Talend
5 4 (8.33%) Netezza
5 4 (8.33%) Teradata
6 3 (6.25%) Microsoft
7 2 (4.17%) Cognos
7 2 (4.17%) Salesforce.com
8 1 (2.08%) Alteryx
8 1 (2.08%) SAP