The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Data Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Integration over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Integration
Scotland / Edinburgh
Rank 86 84 86
Rank change year-on-year -2 +2  
Permanent jobs citing Data Integration 6 15 16
As % of all permanent IT jobs advertised in Edinburgh 0.54% 1.12% 1.20%
As % of the Processes & Methodologies category 0.58% 1.23% 1.35%
Number of salaries quoted 5 8 13
Median salary £47,500 £36,000 £55,000
Median salary % change year-on-year +31.94% -34.54%  
90% offered a salary of more than £40,400 £30,000 £44,500
10% offered a salary of more than £71,500 £48,600 £57,000
UK excluding London median salary £45,000 £45,000 £50,000
% change year-on-year - -10.00%  

Data Integration is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for process and methodology skills.

Process & Methodology Skills
Edinburgh
Permanent job vacancies with a requirement for process and methodology skills 1039 1216 1185
As % of all permanent IT job vacancies advertised in Edinburgh 93.18% 90.88% 88.83%
Number of salaries quoted 673 818 708
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year - +7.95%  
90% offered a salary of more than £34,000 £32,500 £32,500
10% offered a salary of more than £72,500 £59,000 £67,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Integration
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing Data Integration as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Integration 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 in Edinburgh.

Salary trend for Data Integration in Edinburgh

Data Integration
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Data Integration in Edinburgh over the 3 months to 26 March 2017.

Salary histogram for Data Integration in Edinburgh

Data Integration
Top 30 Related IT Skills in Edinburgh

For the 6 months to 26 March 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 11 (84.62%) Business Intelligence
1 11 (84.62%) Analytics
2 8 (61.54%) Data Warehouse
2 8 (61.54%) Data Modelling
2 8 (61.54%) Big Data
3 7 (53.85%) Relational Database
3 7 (53.85%) Finance
3 7 (53.85%) RDBMS
3 7 (53.85%) Data Management
4 6 (46.15%) Predictive Analytics
4 6 (46.15%) Hadoop
4 6 (46.15%) Open Source
4 6 (46.15%) NoSQL
4 6 (46.15%) Data Mapping
4 6 (46.15%) Data Architecture
4 6 (46.15%) Metadata Management
4 6 (46.15%) Machine Learning
5 3 (23.08%) Analytical Skills
5 3 (23.08%) ETL
5 3 (23.08%) Oracle
5 3 (23.08%) SQL
6 2 (15.38%) ITIL
6 2 (15.38%) SQL Server
6 2 (15.38%) DB2
6 2 (15.38%) Cognos
6 2 (15.38%) TOGAF
6 2 (15.38%) Project Management
6 2 (15.38%) Driving Licence
6 2 (15.38%) Cognos Analysis Studio
6 2 (15.38%) Cognos Report 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:

Applications
1 1 (7.69%) MS Excel
Business Applications
1 2 (15.38%) Cognos Business Intelligence
2 1 (7.69%) Oracle EBS
Cloud Services
1 1 (7.69%) Google Analytics
Communications & Networking
1 2 (15.38%) Network Security
Database & Business Intelligence
1 8 (61.54%) Big Data
1 8 (61.54%) Data Warehouse
2 7 (53.85%) RDBMS
2 7 (53.85%) Relational Database
3 6 (46.15%) Hadoop
3 6 (46.15%) NoSQL
4 2 (15.38%) Cognos Analysis Studio
4 2 (15.38%) Cognos Framework Manager
4 2 (15.38%) Cognos Report Studio
4 2 (15.38%) DB2
4 2 (15.38%) SQL Server
5 1 (7.69%) BusinessObjects
5 1 (7.69%) Oracle BI EE
5 1 (7.69%) Oracle ODI
5 1 (7.69%) Oracle Reports
5 1 (7.69%) SQL Server 2012
5 1 (7.69%) SQL Server 2014
5 1 (7.69%) SQL Server Analysis Services
5 1 (7.69%) SQL Server Integration Services
5 1 (7.69%) SQL Server Reporting Services
Development Applications
1 1 (7.69%) Team Foundation Server
1 1 (7.69%) Visual Studio
General
1 7 (53.85%) Finance
2 2 (15.38%) Banking
2 2 (15.38%) Retail
2 2 (15.38%) Retail Banking
Job Titles
1 9 (69.23%) Architect
2 7 (53.85%) Data Architect
3 6 (46.15%) Senior Architect
3 6 (46.15%) Senior Data Architect
4 2 (15.38%) Business Intelligence Consultant
4 2 (15.38%) Cognos BI Consultant
4 2 (15.38%) Cognos Consultant
4 2 (15.38%) Consultant
4 2 (15.38%) Solutions Architect
5 1 (7.69%) Analyst
5 1 (7.69%) Business Intelligence Analyst
5 1 (7.69%) Business Intelligence Developer
5 1 (7.69%) Developer
5 1 (7.69%) Oracle Analyst
Miscellaneous
1 3 (23.08%) Analytical Skills
2 2 (15.38%) Driving Licence
3 1 (7.69%) Enterprise Software
Processes & Methodologies
1 11 (84.62%) Analytics
1 11 (84.62%) Business Intelligence
2 8 (61.54%) Data Modelling
3 7 (53.85%) Data Management
4 6 (46.15%) Data Architecture
4 6 (46.15%) Data Mapping
4 6 (46.15%) Machine Learning
4 6 (46.15%) Metadata Management
4 6 (46.15%) Open Source
4 6 (46.15%) Predictive Analytics
5 3 (23.08%) ETL
6 2 (15.38%) ITIL
6 2 (15.38%) Project Management
6 2 (15.38%) TOGAF
7 1 (7.69%) Agile Software Development
7 1 (7.69%) Business Analytics
7 1 (7.69%) Enterprise Architecture
7 1 (7.69%) Master Data Management
7 1 (7.69%) Scrum
Programming Languages
1 3 (23.08%) SQL
2 1 (7.69%) C#
2 1 (7.69%) T-SQL
Qualifications
1 2 (15.38%) Degree
Quality Assurance & Compliance
1 1 (7.69%) Data Quality
Vendors
1 3 (23.08%) Oracle
2 2 (15.38%) Cognos
3 1 (7.69%) Google
3 1 (7.69%) Hyperion
3 1 (7.69%) Informatica
3 1 (7.69%) Microsoft
3 1 (7.69%) Tableau
Edinburgh, Midlothian
Search Consultancy
Salary: £40000.00 - £50000.00 per annum + benefits
Posted: 4 days ago
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £45000 - £75000 per annum + Benefits
Posted: 3 days ago