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

3 months to
26 May 2016
Same period 2015 Same period 2014
Data Integration
Rank 90 73 108
Rank change year-on-year
-17 +35
Permanent jobs citing Data Integration 7 26 6
As % of all permanent IT jobs located in Edinburgh 0.57% 1.99% 0.38%
As % of the Miscellaneous category 1.38% 6.03% 1.14%
Number of salaries quoted 5 22 6
Median salary £45,000 £55,000 £57,000
Median salary % change year-on-year
-18.18% -3.50%
90% offered a salary of more than £39,368 £47,750 £48,250
10% offered a salary of more than £54,000 £57,975 £57,500
UK excluding London median salary £47,500 £50,000 £50,000
% change year-on-year
-5.00% -
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
509 431 527
As % of all permanent IT jobs located in Edinburgh 41.31% 32.98% 33.74%
Number of salaries quoted 269 259 320
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £25,000 £29,300 £26,850
10% offered a salary of more than £70,000 £55,000 £57,500
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
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Data Integration across the Edinburgh region over the 3 months to 26 May 2016.

Data Integration Salary Histogram in Edinburgh

Data Integration
Top 30 Related IT Skills in Edinburgh

For the 6 months to 26 May 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 17 (70.83%) SQL
2 15 (62.50%) Finance
3 11 (45.83%) Data Warehouse
3 11 (45.83%) ETL
3 11 (45.83%) Data Management
4 10 (41.67%) Analytical Skills
5 8 (33.33%) Business Intelligence
5 8 (33.33%) Oracle
5 8 (33.33%) SQL Server
5 8 (33.33%) Agile Software Development
6 7 (29.17%) Data Modelling
7 6 (25.00%) Project Management
7 6 (25.00%) MS Excel
7 6 (25.00%) T-SQL
7 6 (25.00%) SQL Server Reporting Services
7 6 (25.00%) SQL Server Integration Services
7 6 (25.00%) SQL Server Analysis Services
7 6 (25.00%) Fintech
8 5 (20.83%) Data Quality
8 5 (20.83%) Analytics
8 5 (20.83%) Master Data Management
8 5 (20.83%) Data Analysis
9 4 (16.67%) Google
9 4 (16.67%) XPath
9 4 (16.67%) Degree
9 4 (16.67%) Use Case
9 4 (16.67%) Google Analytics
9 4 (16.67%) Team Foundation Server
9 4 (16.67%) C#
9 4 (16.67%) Visual Studio

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 3 (12.50%) SharePoint
2 2 (8.33%) SharePoint 2010
2 2 (8.33%) SharePoint 2013
3 1 (4.17%) Apache Pig
3 1 (4.17%) Apache Spark
Applications
1 6 (25.00%) MS Excel
Cloud Services
1 4 (16.67%) Google Analytics
2 1 (4.17%) Google Cloud Platform
2 1 (4.17%) SaaS
Database & Business Intelligence
1 11 (45.83%) Data Warehouse
2 8 (33.33%) SQL Server
3 6 (25.00%) SQL Server Analysis Services
3 6 (25.00%) SQL Server Integration Services
3 6 (25.00%) SQL Server Reporting Services
4 4 (16.67%) Relational Database
4 4 (16.67%) SQL Server 2012
4 4 (16.67%) SQL Server 2014
5 2 (8.33%) Big Data
5 2 (8.33%) DataStage
5 2 (8.33%) Hadoop
5 2 (8.33%) IBM InfoSphere
5 2 (8.33%) OLAP
5 2 (8.33%) OLAP Cube
5 2 (8.33%) PowerCenter
6 1 (4.17%) Apache Hive
6 1 (4.17%) BigQuery
6 1 (4.17%) BusinessObjects
6 1 (4.17%) HBase
6 1 (4.17%) Sqoop
Development Applications
1 4 (16.67%) Team Foundation Server
1 4 (16.67%) Visual Studio
2 3 (12.50%) Git (software)
2 3 (12.50%) SQL Server Management Studio (SSMS)
General
1 15 (62.50%) Finance
2 1 (4.17%) Retail
Job Titles
1 10 (41.67%) Developer
2 8 (33.33%) Business Intelligence Developer
3 7 (29.17%) Analyst
4 4 (16.67%) Business Analyst
5 3 (12.50%) Data Integration Specialist
5 3 (12.50%) Integration Specialist
6 2 (8.33%) Analyst Programmer
6 2 (8.33%) ETL Developer
6 2 (8.33%) Programmer
7 1 (4.17%) Consultant
7 1 (4.17%) Data Analyst
7 1 (4.17%) Data Warehouse Specialist
7 1 (4.17%) Oracle Analyst
7 1 (4.17%) Oracle Analyst Programmer
7 1 (4.17%) PL/SQL Programmer
7 1 (4.17%) Presales Consultant
7 1 (4.17%) Report Developer
7 1 (4.17%) SQL Programmer
7 1 (4.17%) Technical Consultant
7 1 (4.17%) Technical Presales Consultant
Libraries, Frameworks & Software Standards
1 4 (16.67%) XML
2 2 (8.33%) MDX
3 1 (4.17%) Kafka
Miscellaneous
1 10 (41.67%) Analytical Skills
2 6 (25.00%) Fintech
3 3 (12.50%) Enterprise Software
3 3 (12.50%) Visualisation
Operating Systems
1 4 (16.67%) Unix
Processes & Methodologies
1 11 (45.83%) Data Management
1 11 (45.83%) ETL
2 8 (33.33%) Agile Software Development
2 8 (33.33%) Business Intelligence
3 7 (29.17%) Data Modelling
4 6 (25.00%) Project Management
5 5 (20.83%) Analytics
5 5 (20.83%) Data Analysis
5 5 (20.83%) Master Data Management
6 4 (16.67%) E-business
6 4 (16.67%) Scrum
6 4 (16.67%) SOA
6 4 (16.67%) Stakeholder Management
6 4 (16.67%) Technical Analysis
6 4 (16.67%) UML
6 4 (16.67%) Use Case
7 3 (12.50%) Data Visualisation
7 3 (12.50%) ETL Development
7 3 (12.50%) Statistical Modelling
7 3 (12.50%) Web Development
Programming Languages
1 17 (70.83%) SQL
2 6 (25.00%) T-SQL
3 4 (16.67%) C#
3 4 (16.67%) PL/SQL
3 4 (16.67%) XPath
4 3 (12.50%) R
5 2 (8.33%) VBA
6 1 (4.17%) Java
6 1 (4.17%) Python
6 1 (4.17%) Scala
Qualifications
1 4 (16.67%) Degree
Quality Assurance & Compliance
1 5 (20.83%) Data Quality
System Software
1 1 (4.17%) Apache Flume
1 1 (4.17%) HDFS
Systems Management
1 1 (4.17%) Ambari
1 1 (4.17%) Hadoop YARN
1 1 (4.17%) Oozie
Vendors
1 8 (33.33%) Oracle
2 4 (16.67%) Google
2 4 (16.67%) Microsoft
2 4 (16.67%) Tableau
3 2 (8.33%) IBM
3 2 (8.33%) Informatica
4 1 (4.17%) Splunk
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £30000 - £45000 per annum + Benefits
Posted: Yesterday
Edinburgh & Lothians
ANSON MCCADE
Salary: Attractive benefits, 30 days holiday and extensive career progression
Posted: Yesterday
Edinburgh
Churchill Frank International
Salary: £45000 - £50000 per annum + Negotiable
Posted: 7 days ago