The table below looks at the statistics for Data Integration skills 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 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Data Integration
Scotland / Glasgow
Rank 82 99 83
Rank change year-on-year
+17 -16
Permanent jobs citing Data Integration 3 10 18
As % of all permanent IT jobs located in Glasgow 0.33% 0.73% 1.56%
As % of the Processes & Methodologies category 0.37% 0.80% 1.71%
Number of salaries quoted 3 3 13
Median salary £60,000 £40,000 £40,000
Median salary % change year-on-year
+50.00% -
90% offered a salary of more than £36,800 £40,000 £30,000
10% offered a salary of more than £76,000 £52,000 £55,000
UK excluding London median salary £48,750 £50,000 £48,500
% change year-on-year
-2.50% +3.09%

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

Processes & Methodologies Category
Glasgow
Permanent IT job ads with a match in the
Processes & Methodologies category
815 1253 1050
As % of all permanent IT jobs located in Glasgow 90.66% 91.86% 90.91%
Number of salaries quoted 498 743 705
Median salary £45,000 £45,000 £43,000
Median salary % change year-on-year
- +4.65%
90% offered a salary of more than £32,500 £31,500 £32,500
10% offered a salary of more than £60,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 Processes & Methodologies 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 26 February 2017.

Data Integration Salary Histogram in Glasgow

Data Integration
Top 30 Related IT Skills in Glasgow

For the 6 months to 26 February 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 16 (84.21%) Data Warehouse
2 11 (57.89%) Data Management
3 10 (52.63%) Data Modelling
4 9 (47.37%) ETL
4 9 (47.37%) Business Intelligence
4 9 (47.37%) Data Architecture
5 7 (36.84%) Information Architecture
5 7 (36.84%) Ontologies
5 7 (36.84%) Analytical Skills
5 7 (36.84%) Data Lineage
5 7 (36.84%) MicroStrategy
6 6 (31.58%) Finance
6 6 (31.58%) Analytics
6 6 (31.58%) Data Quality
6 6 (31.58%) Visualisation
7 5 (26.32%) Reference Data
7 5 (26.32%) Degree
7 5 (26.32%) Big Data
7 5 (26.32%) Metadata Management
7 5 (26.32%) Migration
7 5 (26.32%) SQL Server
8 4 (21.05%) OLAP
8 4 (21.05%) SQL
8 4 (21.05%) UML
8 4 (21.05%) XML
8 4 (21.05%) Oracle
8 4 (21.05%) SharePoint
8 4 (21.05%) SAS
8 4 (21.05%) XML Schema
8 4 (21.05%) Star Schema

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 (21.05%) SAS
1 4 (21.05%) SharePoint
Applications
1 1 (5.26%) MS Excel
Cloud Services
1 3 (15.79%) GitHub
2 1 (5.26%) Amazon AWS
Communications & Networking
1 1 (5.26%) Internet
Database & Business Intelligence
1 16 (84.21%) Data Warehouse
2 5 (26.32%) Big Data
2 5 (26.32%) SQL Server
3 4 (21.05%) Data Lake
3 4 (21.05%) OLAP
3 4 (21.05%) OLTP
3 4 (21.05%) Star Schema
4 3 (15.79%) BusinessObjects
4 3 (15.79%) Data Mining
4 3 (15.79%) NoSQL
4 3 (15.79%) SAP Data Services
5 2 (10.53%) SQL Server Integration Services
6 1 (5.26%) MySQL
6 1 (5.26%) PowerCenter
6 1 (5.26%) Relational Database
6 1 (5.26%) SAP BW
6 1 (5.26%) SAS Data Integration Studio
6 1 (5.26%) SAS Enterprise Guide
6 1 (5.26%) Snowflake Schema
6 1 (5.26%) SQL Server 2012
Development Applications
1 4 (21.05%) ERwin
1 4 (21.05%) MagicDraw
2 3 (15.79%) Git (software)
2 3 (15.79%) Visual Studio
3 2 (10.53%) Talend Open Studio
General
1 6 (31.58%) Finance
2 4 (21.05%) Back Office
2 4 (21.05%) Banking
2 4 (21.05%) General Ledger
3 1 (5.26%) Retail
Job Titles
1 6 (31.58%) Architect
1 6 (31.58%) Developer
1 6 (31.58%) Information Architect
2 3 (15.79%) Consultant
2 3 (15.79%) Designer
2 3 (15.79%) ETL Developer
3 2 (10.53%) Analytics Manager
3 2 (10.53%) Business Intelligence Consultant
3 2 (10.53%) Business Intelligence Developer
3 2 (10.53%) Business Intelligence Manager
3 2 (10.53%) Cloud Consultant
3 2 (10.53%) Cloud Developer
3 2 (10.53%) Release Manager
3 2 (10.53%) Salesforce Consultant
3 2 (10.53%) Salesforce Developer
4 1 (5.26%) Data Warehouse Consultant
4 1 (5.26%) Data Warehouse Developer
4 1 (5.26%) Senior Software Developer
4 1 (5.26%) Senior Software Engineer
4 1 (5.26%) SQL DBA
Libraries, Frameworks & Software Standards
1 4 (21.05%) XML
1 4 (21.05%) XML Schema
2 1 (5.26%) CSS
2 1 (5.26%) HTML
Miscellaneous
1 7 (36.84%) Analytical Skills
2 5 (26.32%) Reference Data
3 4 (21.05%) Management Information System
3 4 (21.05%) Taxonomies
4 3 (15.79%) Data Structures
5 1 (5.26%) Computer Science
5 1 (5.26%) Minimum Viable Product
5 1 (5.26%) Replication
Operating Systems
1 1 (5.26%) Linux
Processes & Methodologies
1 11 (57.89%) Data Management
2 10 (52.63%) Data Modelling
3 9 (47.37%) Business Intelligence
3 9 (47.37%) Data Architecture
3 9 (47.37%) ETL
4 7 (36.84%) Data Lineage
4 7 (36.84%) Information Architecture
4 7 (36.84%) Ontologies
5 6 (31.58%) Analytics
5 6 (31.58%) Visualisation
6 5 (26.32%) Metadata Management
6 5 (26.32%) Migration
7 4 (21.05%) Cash Management
7 4 (21.05%) Data Migration
7 4 (21.05%) Enterprise Architecture
7 4 (21.05%) Information Security
7 4 (21.05%) Logical Data Model
7 4 (21.05%) Physical Data Model
7 4 (21.05%) Reference Data Management
7 4 (21.05%) TOGAF
Programming Languages
1 4 (21.05%) SQL
2 1 (5.26%) Java
2 1 (5.26%) JavaScript
2 1 (5.26%) Python
Qualifications
1 5 (26.32%) Degree
Quality Assurance & Compliance
1 6 (31.58%) Data Quality
2 4 (21.05%) ISO20022
3 1 (5.26%) PCI DSS
System Software
1 1 (5.26%) Active Directory
Vendors
1 7 (36.84%) MicroStrategy
2 4 (21.05%) IBM
2 4 (21.05%) Informatica
2 4 (21.05%) Oracle
3 3 (15.79%) Microsoft
3 3 (15.79%) Netezza
3 3 (15.79%) Tableau
3 3 (15.79%) Teradata
4 2 (10.53%) Salesforce.com
4 2 (10.53%) Talend
5 1 (5.26%) Alteryx
5 1 (5.26%) Cognos
5 1 (5.26%) SAP