The table below looks at the prevalence of the term Data Integration in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Integration over the 3 months to 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Data Integration
UK / Scotland
Rank 104 126 140
Rank change year-on-year
+22 +14
Permanent jobs citing Data Integration 26 30 20
As % of all permanent IT jobs located in Scotland 1.16% 1.03% 0.66%
As % of the Miscellaneous category 3.12% 2.29% 1.82%
Number of salaries quoted 20 10 11
Median salary £45,000 £43,750 £55,000
Median salary % change year-on-year
+2.85% -20.45%
90% offered a salary of more than £32,500 £38,400 £30,000
10% offered a salary of more than £71,850 £60,500 £60,000
UK excluding London median salary £50,000 £50,000 £50,000

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

Miscellaneous Category
Scotland
Permanent IT job ads with a match in the
Miscellaneous category
834 1312 1098
As % of all permanent IT jobs located in Scotland 37.30% 44.95% 36.23%
Number of salaries quoted 521 763 720
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £29,500 £29,000 £28,500
10% offered a salary of more than £60,000 £60,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Integration
Jobs Demand Trend in Scotland

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

Data Integration Jobs Demand Trend in Scotland

Data Integration
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Integration across the Scotland region.

Data Integration Salary Trend in Scotland

Data Integration
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Integration across the Scotland region over the 3 months to 24 January 2017.

Data Integration Salary Histogram in Scotland

Data Integration
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the Scotland region over the 3 months to 24 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +17 9 £60,000 +50.00%
Edinburgh -2 9 £71,500 +58.88% 1
Renfrewshire - 5 £32,500 -
West Lothian - 3 £40,000 -
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 24 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 Scotland region with a requirement for Data Integration.

1 37 (63.79%) Data Warehouse
2 31 (53.45%) Business Intelligence
3 24 (41.38%) Data Management
3 24 (41.38%) Analytics
4 21 (36.21%) Finance
4 21 (36.21%) Data Modelling
5 20 (34.48%) SQL
6 19 (32.76%) ETL
7 17 (29.31%) Big Data
7 17 (29.31%) Data Architecture
8 16 (27.59%) SQL Server
9 15 (25.86%) Agile Software Development
9 15 (25.86%) Degree
9 15 (25.86%) Analytical Skills
10 13 (22.41%) Oracle
11 12 (20.69%) NoSQL
11 12 (20.69%) Data Quality
12 11 (18.97%) Metadata Management
13 10 (17.24%) SAS
13 10 (17.24%) SQL Server Integration Services
14 9 (15.52%) MicroStrategy
14 9 (15.52%) Hadoop
14 9 (15.52%) Visualisation
14 9 (15.52%) Open Source
14 9 (15.52%) Information Architecture
15 8 (13.79%) Relational Database
15 8 (13.79%) Tableau
15 8 (13.79%) SQL Server 2012
15 8 (13.79%) Informatica
15 8 (13.79%) Information Management

Data Integration
Top Related IT Skills in Scotland 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 10 (17.24%) SAS
2 5 (8.62%) BizTalk Server
2 5 (8.62%) SharePoint
3 3 (5.17%) Alfresco
3 3 (5.17%) JBoss
3 3 (5.17%) Mule
3 3 (5.17%) SugarCRM
4 2 (3.45%) Apache Spark
Applications
1 4 (6.90%) MS Excel
Business Applications
1 3 (5.17%) Oracle ERP
2 1 (1.72%) Cognos Business Intelligence
2 1 (1.72%) Oracle 11i
2 1 (1.72%) Oracle EBS R12
Cloud Services
1 4 (6.90%) GitHub
2 2 (3.45%) Google Analytics
3 1 (1.72%) Amazon AWS
3 1 (1.72%) Google Cloud Platform
Communications & Networking
1 1 (1.72%) Internet
1 1 (1.72%) Network Security
Database & Business Intelligence
1 37 (63.79%) Data Warehouse
2 17 (29.31%) Big Data
3 16 (27.59%) SQL Server
4 12 (20.69%) NoSQL
5 10 (17.24%) SQL Server Integration Services
6 9 (15.52%) Hadoop
7 8 (13.79%) Relational Database
7 8 (13.79%) SQL Server 2012
8 7 (12.07%) RDBMS
9 6 (10.34%) BusinessObjects
9 6 (10.34%) SAS Data Integration Studio
9 6 (10.34%) SAS Enterprise Guide
10 5 (8.62%) OLAP
10 5 (8.62%) SQL Server 2008
11 4 (6.90%) Data Lake
11 4 (6.90%) Data Mining
11 4 (6.90%) OLTP
11 4 (6.90%) Oracle BI EE
11 4 (6.90%) SAP Data Services
11 4 (6.90%) Star Schema
Development Applications
1 6 (10.34%) Visual Studio
2 5 (8.62%) Talend Open Studio
3 4 (6.90%) ERwin
3 4 (6.90%) Git (software)
3 4 (6.90%) MagicDraw
4 2 (3.45%) Cucumber
4 2 (3.45%) FitNesse
4 2 (3.45%) JBehave
4 2 (3.45%) MSTest
4 2 (3.45%) RSpec
4 2 (3.45%) Selenium
4 2 (3.45%) Team Foundation Server
5 1 (1.72%) Oracle APEX
General
1 21 (36.21%) Finance
2 5 (8.62%) Banking
3 4 (6.90%) Back Office
3 4 (6.90%) General Ledger
4 3 (5.17%) Aerospace
5 2 (3.45%) Retail
6 1 (1.72%) Retail Banking
Job Titles
1 15 (25.86%) Architect
2 14 (24.14%) Developer
3 10 (17.24%) Analyst
4 8 (13.79%) Senior Architect
5 7 (12.07%) Consultant
5 7 (12.07%) Data Architect
5 7 (12.07%) Information Architect
6 6 (10.34%) DBA
6 6 (10.34%) Senior Data Architect
7 5 (8.62%) Administrator
7 5 (8.62%) Business Intelligence Analyst
7 5 (8.62%) Production DBA
8 4 (6.90%) Data Consultant
8 4 (6.90%) Designer
8 4 (6.90%) ETL Developer
9 3 (5.17%) Analytics Manager
9 3 (5.17%) Business Intelligence Developer
9 3 (5.17%) Business Intelligence Manager
9 3 (5.17%) Java Developer
9 3 (5.17%) Release Manager
Libraries, Frameworks & Software Standards
1 4 (6.90%) XML
1 4 (6.90%) XML Schema
2 3 (5.17%) Hibernate
2 3 (5.17%) Middleware
2 3 (5.17%) Spring
3 2 (3.45%) .NET
3 2 (3.45%) .NET Framework
3 2 (3.45%) AngularJS
3 2 (3.45%) jQuery
3 2 (3.45%) Node.js
3 2 (3.45%) Twitter Bootstrap
4 1 (1.72%) CSS
4 1 (1.72%) HTML
4 1 (1.72%) MDX
4 1 (1.72%) Web Services
Miscellaneous
1 15 (25.86%) Analytical Skills
2 9 (15.52%) Visualisation
3 8 (13.79%) Management Information System
4 7 (12.07%) Ontologies
5 5 (8.62%) Computer Science
5 5 (8.62%) Reference Data
6 4 (6.90%) Taxonomies
7 3 (5.17%) Data Structures
8 2 (3.45%) Enterprise Software
8 2 (3.45%) Wiki
9 1 (1.72%) Driving Licence
9 1 (1.72%) Minimum Viable Product
9 1 (1.72%) Replication
Operating Systems
1 1 (1.72%) Linux
Processes & Methodologies
1 31 (53.45%) Business Intelligence
2 24 (41.38%) Analytics
2 24 (41.38%) Data Management
3 21 (36.21%) Data Modelling
4 19 (32.76%) ETL
5 17 (29.31%) Data Architecture
6 15 (25.86%) Agile Software Development
7 11 (18.97%) Metadata Management
8 9 (15.52%) Information Architecture
8 9 (15.52%) Open Source
9 8 (13.79%) Information Management
9 8 (13.79%) Scrum
10 7 (12.07%) Data Governance
10 7 (12.07%) Data Lineage
10 7 (12.07%) Data Mapping
10 7 (12.07%) ITIL
10 7 (12.07%) People Management
11 6 (10.34%) Machine Learning
11 6 (10.34%) Master Data Management
11 6 (10.34%) Process Improvement
Programming Languages
1 20 (34.48%) SQL
2 6 (10.34%) C#
2 6 (10.34%) Java
2 6 (10.34%) Python
3 3 (5.17%) JavaScript
3 3 (5.17%) Perl
3 3 (5.17%) PHP
4 2 (3.45%) T-SQL
5 1 (1.72%) PL/SQL
5 1 (1.72%) R
Qualifications
1 15 (25.86%) Degree
2 5 (8.62%) MCITP
2 5 (8.62%) MCSA
2 5 (8.62%) MCSE
2 5 (8.62%) Microsoft Certification
3 1 (1.72%) ITIL Certification
Quality Assurance & Compliance
1 12 (20.69%) Data Quality
2 4 (6.90%) ISO20022
3 2 (3.45%) PCI DSS
3 2 (3.45%) QA
System Software
1 1 (1.72%) Active Directory
Vendors
1 13 (22.41%) Oracle
2 9 (15.52%) MicroStrategy
3 8 (13.79%) Informatica
3 8 (13.79%) Tableau
4 7 (12.07%) Microsoft
5 5 (8.62%) IBM
5 5 (8.62%) Talend
6 4 (6.90%) Netezza
6 4 (6.90%) Teradata
7 3 (5.17%) Cognos
8 2 (3.45%) Google
8 2 (3.45%) Salesforce.com
8 2 (3.45%) SAP
9 1 (1.72%) Alteryx
9 1 (1.72%) Hyperion
Edinburgh, Midlothian
Cathcart Associates Ltd
Salary: £40000 - £55000 per annum + Benefits
Posted: 4 days ago