The table below looks at the prevalence of the term Data Integration in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Data Integration over the 3 months to 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Data Integration
Rank 91 85 100
Rank change year-on-year
-6 +15
Permanent jobs citing Data Integration 4 19 6
As % of all permanent IT jobs located in Edinburgh 0.32% 1.22% 0.40%
As % of the Miscellaneous category 0.78% 3.06% 1.01%
Number of salaries quoted 1 7 6
Median salary £62,500 £47,500 £46,250
Median salary % change year-on-year
+31.57% +2.70%
UK excluding London median salary £52,500 £45,000 £51,500
% change year-on-year
+16.66% -12.62%
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 Edinburgh region.

Miscellaneous Category
Edinburgh
Permanent IT job ads with a match in the
Miscellaneous category
513 621 596
As % of all permanent IT jobs located in Edinburgh 41.47% 39.78% 39.76%
Number of salaries quoted 303 386 376
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £27,500 £27,500 £28,500
10% offered a salary of more than £62,500 £55,000 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Integration
Jobs Demand Trend in Edinburgh

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

Data Integration Jobs Demand Trend in Edinburgh

Data Integration
Salary Trend in Edinburgh

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

Data Integration Salary Trend in Edinburgh

Data Integration
Top 30 Related IT Skills in Edinburgh

For the 6 months to 26 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 Edinburgh region with a requirement for Data Integration.

1 7 (63.64%) Data Warehouse
2 6 (54.55%) Business Intelligence
2 6 (54.55%) SQL
3 5 (45.45%) Finance
3 5 (45.45%) Data Management
3 5 (45.45%) Tableau
3 5 (45.45%) Data Quality
3 5 (45.45%) Analytical Skills
3 5 (45.45%) Analytics
4 4 (36.36%) SQL Server Integration Services
4 4 (36.36%) SQL Server Analysis Services
4 4 (36.36%) Agile Software Development
4 4 (36.36%) SQL Server Reporting Services
4 4 (36.36%) T-SQL
4 4 (36.36%) SQL Server
4 4 (36.36%) Data Modelling
5 3 (27.27%) Microsoft
5 3 (27.27%) Visual Studio
5 3 (27.27%) C#
5 3 (27.27%) MS Excel
5 3 (27.27%) Scrum
5 3 (27.27%) Team Foundation Server
5 3 (27.27%) Visualisation
5 3 (27.27%) Google
5 3 (27.27%) Google Analytics
5 3 (27.27%) Big Data
5 3 (27.27%) Statistical Modelling
5 3 (27.27%) R
5 3 (27.27%) Master Data Management
5 3 (27.27%) Enterprise Software

Data Integration
Top Related IT Skills in Edinburgh 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 2 (18.18%) Apache Spark
2 1 (9.09%) CMS
Applications
1 3 (27.27%) MS Excel
Cloud Services
1 3 (27.27%) Google Analytics
2 2 (18.18%) SaaS
3 1 (9.09%) Google Cloud Platform
Database & Business Intelligence
1 7 (63.64%) Data Warehouse
2 4 (36.36%) SQL Server
2 4 (36.36%) SQL Server Analysis Services
2 4 (36.36%) SQL Server Integration Services
2 4 (36.36%) SQL Server Reporting Services
3 3 (27.27%) Big Data
3 3 (27.27%) SQL Server 2012
3 3 (27.27%) SQL Server 2014
4 1 (9.09%) BigQuery
4 1 (9.09%) Hadoop
Development Applications
1 3 (27.27%) Team Foundation Server
1 3 (27.27%) Visual Studio
2 1 (9.09%) Git (software)
2 1 (9.09%) SQL Server Management Studio (SSMS)
General
1 5 (45.45%) Finance
2 1 (9.09%) Marketing
Job Titles
1 4 (36.36%) Business Intelligence Developer
1 4 (36.36%) Developer
2 2 (18.18%) Consultant
3 1 (9.09%) Analyst
3 1 (9.09%) Analytics Consultant
3 1 (9.09%) Data Analyst
3 1 (9.09%) Data Analytics Consultant
3 1 (9.09%) Data Consultant
3 1 (9.09%) Data Warehouse Specialist
3 1 (9.09%) Head of Presales
3 1 (9.09%) Presales Consultant
3 1 (9.09%) Senior Consultant
3 1 (9.09%) Technical Consultant
3 1 (9.09%) Technical Presales Consultant
Libraries, Frameworks & Software Standards
1 1 (9.09%) RESTful
1 1 (9.09%) SOAP
1 1 (9.09%) Web Services
1 1 (9.09%) XML
Miscellaneous
1 5 (45.45%) Analytical Skills
2 3 (27.27%) Enterprise Software
2 3 (27.27%) Visualisation
Processes & Methodologies
1 6 (54.55%) Business Intelligence
2 5 (45.45%) Analytics
2 5 (45.45%) Data Management
3 4 (36.36%) Agile Software Development
3 4 (36.36%) Data Modelling
4 3 (27.27%) Master Data Management
4 3 (27.27%) Scrum
4 3 (27.27%) Statistical Modelling
5 2 (18.18%) Data Analytics
5 2 (18.18%) Data Governance
5 2 (18.18%) E-Commerce
5 2 (18.18%) ETL
5 2 (18.18%) Information Management
5 2 (18.18%) People Management
5 2 (18.18%) Performance Management
5 2 (18.18%) Risk Management
6 1 (9.09%) Content Management
6 1 (9.09%) Data Analysis
6 1 (9.09%) Open Source
6 1 (9.09%) Project Management
Programming Languages
1 6 (54.55%) SQL
2 4 (36.36%) T-SQL
3 3 (27.27%) C#
3 3 (27.27%) R
4 2 (18.18%) Python
Quality Assurance & Compliance
1 5 (45.45%) Data Quality
Vendors
1 5 (45.45%) Tableau
2 3 (27.27%) Google
2 3 (27.27%) Microsoft
3 1 (9.09%) Oracle