The table below looks at the statistics for Data Integration skills 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 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Data Integration
Scotland / Edinburgh
Rank 78 76 92
Rank change year-on-year
-2 +16
Permanent jobs citing Data Integration 10 17 10
As % of all permanent IT jobs located in Edinburgh 0.90% 1.37% 0.74%
As % of the Processes & Methodologies category 0.97% 1.50% 0.84%
Number of salaries quoted 9 9 6
Median salary £71,500 £38,500 £55,000
Median salary % change year-on-year
+85.71% -30.00%
UK excluding London median salary £50,000 £50,000 £47,500
% change year-on-year
- +5.26%

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

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1027 1132 1186
As % of all permanent IT jobs located in Edinburgh 92.44% 91.22% 88.05%
Number of salaries quoted 688 764 726
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year
- +7.95%
90% offered a salary of more than £35,000 £33,000 £32,500
10% offered a salary of more than £71,500 £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 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 Processes & Methodologies 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 21 February 2017.

Data Integration Salary Histogram in Edinburgh

Data Integration
Top 30 Related IT Skills in Edinburgh

For the 6 months to 21 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 Edinburgh region with a requirement for Data Integration.

1 13 (92.86%) Business Intelligence
1 13 (92.86%) Analytics
2 10 (71.43%) Data Warehouse
2 10 (71.43%) Data Modelling
3 9 (64.29%) Finance
3 9 (64.29%) Data Management
4 7 (50.00%) RDBMS
4 7 (50.00%) Big Data
4 7 (50.00%) Relational Database
5 6 (42.86%) Machine Learning
5 6 (42.86%) Metadata Management
5 6 (42.86%) Predictive Analytics
5 6 (42.86%) Hadoop
5 6 (42.86%) Open Source
5 6 (42.86%) NoSQL
5 6 (42.86%) Data Mapping
5 6 (42.86%) Data Architecture
6 5 (35.71%) SQL
7 4 (28.57%) SQL Server
7 4 (28.57%) Analytical Skills
8 3 (21.43%) Enterprise Software
8 3 (21.43%) Master Data Management
8 3 (21.43%) SQL Server 2012
8 3 (21.43%) Team Foundation Server
8 3 (21.43%) Tableau
8 3 (21.43%) Data Quality
8 3 (21.43%) Google Analytics
8 3 (21.43%) SQL Server Analysis Services
8 3 (21.43%) SQL Server Reporting Services
8 3 (21.43%) C#

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:

Applications
1 3 (21.43%) MS Excel
Business Applications
1 2 (14.29%) Cognos Business Intelligence
2 1 (7.14%) Oracle EBS
Cloud Services
1 3 (21.43%) Google Analytics
2 1 (7.14%) Google Cloud Platform
Communications & Networking
1 1 (7.14%) Network Security
Database & Business Intelligence
1 10 (71.43%) Data Warehouse
2 7 (50.00%) Big Data
2 7 (50.00%) RDBMS
2 7 (50.00%) Relational Database
3 6 (42.86%) Hadoop
3 6 (42.86%) NoSQL
4 4 (28.57%) SQL Server
5 3 (21.43%) SQL Server 2012
5 3 (21.43%) SQL Server 2014
5 3 (21.43%) SQL Server Analysis Services
5 3 (21.43%) SQL Server Integration Services
5 3 (21.43%) SQL Server Reporting Services
6 2 (14.29%) Cognos Analysis Studio
6 2 (14.29%) Cognos Framework Manager
6 2 (14.29%) Cognos Report Studio
6 2 (14.29%) DB2
7 1 (7.14%) BusinessObjects
7 1 (7.14%) Oracle BI EE
7 1 (7.14%) Oracle ODI
7 1 (7.14%) Oracle Reports
Development Applications
1 3 (21.43%) Team Foundation Server
1 3 (21.43%) Visual Studio
General
1 9 (64.29%) Finance
2 1 (7.14%) Banking
2 1 (7.14%) Retail
2 1 (7.14%) Retail Banking
Job Titles
1 8 (57.14%) Architect
2 7 (50.00%) Data Architect
3 6 (42.86%) Senior Architect
3 6 (42.86%) Senior Data Architect
4 2 (14.29%) Analyst
4 2 (14.29%) Business Intelligence Consultant
4 2 (14.29%) Business Intelligence Developer
4 2 (14.29%) Cognos BI Consultant
4 2 (14.29%) Cognos Consultant
4 2 (14.29%) Consultant
4 2 (14.29%) Developer
5 1 (7.14%) Analyst Programmer
5 1 (7.14%) Business Intelligence Analyst
5 1 (7.14%) Oracle Analyst
5 1 (7.14%) Programmer
5 1 (7.14%) Solutions Architect
Miscellaneous
1 4 (28.57%) Analytical Skills
2 3 (21.43%) Enterprise Software
3 2 (14.29%) Driving Licence
Processes & Methodologies
1 13 (92.86%) Analytics
1 13 (92.86%) Business Intelligence
2 10 (71.43%) Data Modelling
3 9 (64.29%) Data Management
4 6 (42.86%) Data Architecture
4 6 (42.86%) Data Mapping
4 6 (42.86%) Machine Learning
4 6 (42.86%) Metadata Management
4 6 (42.86%) Open Source
4 6 (42.86%) Predictive Analytics
5 3 (21.43%) Agile Software Development
5 3 (21.43%) ETL
5 3 (21.43%) Master Data Management
5 3 (21.43%) Scrum
6 1 (7.14%) Business Analytics
6 1 (7.14%) Enterprise Architecture
6 1 (7.14%) ITIL
6 1 (7.14%) Project Management
6 1 (7.14%) Statistical Modelling
6 1 (7.14%) TOGAF
Programming Languages
1 5 (35.71%) SQL
2 3 (21.43%) C#
2 3 (21.43%) T-SQL
3 1 (7.14%) R
Qualifications
1 1 (7.14%) Degree
Quality Assurance & Compliance
1 3 (21.43%) Data Quality
Vendors
1 3 (21.43%) Google
1 3 (21.43%) Microsoft
1 3 (21.43%) Oracle
1 3 (21.43%) Tableau
2 2 (14.29%) Cognos
3 1 (7.14%) Hyperion
3 1 (7.14%) Informatica
Edinburgh & Lothians
ANSON MCCADE
Salary: £50,000-£75,000 depending on experience.
Posted: 5 days ago
Edinburgh
Cathcart Associates
Salary: £35000 - £47000 per annum + Benefits
Posted: 23 days ago
Edinburgh
Churchill Frank
Salary: £45000 - £55000 per annum + Benefits
Posted: 19 days ago