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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Integration
Scotland / Edinburgh
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 92 90 78
Rank change year-on-year -2 -12  
Permanent jobs citing Data Integration 8 6 24
As % of all permanent IT jobs advertised in Edinburgh 0.65% 0.50% 1.74%
As % of the Processes & Methodologies category 0.70% 0.54% 1.94%
Number of salaries quoted 4 4 17
Median salary £53,750 £45,000 £55,000
Median salary % change year-on-year +19.44% -18.18%  
90% offered a salary of more than £47,250 £42,495 £44,000
10% offered a salary of more than £56,050 £55,500 £58,000
UK excluding London median salary £50,000 £52,750 £49,750
% change year-on-year -5.21% +6.03%  

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 1138 1103 1239
As % of all permanent IT job vacancies advertised in Edinburgh 91.85% 91.61% 89.78%
Number of salaries quoted 695 629 755
Median salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.55%  
90% offered a salary of more than £30,000 £27,500 £32,000
10% offered a salary of more than £70,000 £60,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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

For the 6 months to 23 June 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 (78.57%) Business Intelligence
2 9 (64.29%) Data Warehouse
3 8 (57.14%) Oracle
3 8 (57.14%) ETL
3 8 (57.14%) Analytics
4 7 (50.00%) SQL Server
5 6 (42.86%) DB2
5 6 (42.86%) Cognos
5 6 (42.86%) Finance
6 5 (35.71%) Information Management
6 5 (35.71%) Data Modelling
6 5 (35.71%) ETL Development
6 5 (35.71%) Driving Licence
7 4 (28.57%) Analytical Skills
7 4 (28.57%) IBM InfoSphere
7 4 (28.57%) Cognos Analysis Studio
7 4 (28.57%) Cognos Report Studio
7 4 (28.57%) Cognos Framework Manager
7 4 (28.57%) Big Data
7 4 (28.57%) DataStage
8 3 (21.43%) RDBMS
8 3 (21.43%) IBM
8 3 (21.43%) Microsoft
8 3 (21.43%) Data Management
8 3 (21.43%) SQL Server Integration Services
8 3 (21.43%) Degree
8 3 (21.43%) Data Architecture
8 3 (21.43%) Relational Database
8 3 (21.43%) Cognos Query Studio
9 2 (14.29%) Data Quality

Data Integration
Co-occurring 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:

Business Applications
1 1 (7.14%) Cognos Business Intelligence
1 1 (7.14%) Oracle EBS
Cloud Services
1 1 (7.14%) Google Analytics
1 1 (7.14%) iPaaS
Communications & Networking
1 2 (14.29%) Network Security
Database & Business Intelligence
1 9 (64.29%) Data Warehouse
2 7 (50.00%) SQL Server
3 6 (42.86%) DB2
4 4 (28.57%) Big Data
4 4 (28.57%) Cognos Analysis Studio
4 4 (28.57%) Cognos Framework Manager
4 4 (28.57%) Cognos Report Studio
4 4 (28.57%) DataStage
4 4 (28.57%) IBM InfoSphere
5 3 (21.43%) Cognos Query Studio
5 3 (21.43%) RDBMS
5 3 (21.43%) Relational Database
5 3 (21.43%) SQL Server Integration Services
6 2 (14.29%) DecisionStream
6 2 (14.29%) Hadoop
6 2 (14.29%) NoSQL
7 1 (7.14%) Oracle ODI
7 1 (7.14%) SAP Data Services
7 1 (7.14%) SAP HANA
7 1 (7.14%) SQL Server 2012
Development Applications
1 1 (7.14%) ERwin
1 1 (7.14%) Team Foundation Server
1 1 (7.14%) Visual Studio
General
1 6 (42.86%) Finance
2 2 (14.29%) Banking
2 2 (14.29%) Local Government
2 2 (14.29%) Retail
2 2 (14.29%) Retail Banking
Job Titles
1 6 (42.86%) Consultant
2 5 (35.71%) Architect
2 5 (35.71%) Data Warehouse Consultant
3 3 (21.43%) Analytics Consultant
3 3 (21.43%) Data Analytics Consultant
3 3 (21.43%) Senior Consultant
3 3 (21.43%) Senior Data Warehouse Consultant
4 2 (14.29%) Data Architect
4 2 (14.29%) Data Consultant
4 2 (14.29%) Senior Architect
4 2 (14.29%) Senior Data Analytics Consultant
4 2 (14.29%) Senior Data Architect
5 1 (7.14%) Analyst
5 1 (7.14%) Business Intelligence Consultant
5 1 (7.14%) Developer
5 1 (7.14%) Integration Architect
5 1 (7.14%) Oracle Analyst
5 1 (7.14%) SAP Architect
5 1 (7.14%) Solutions Architect
5 1 (7.14%) Technical Architect
Libraries, Frameworks & Software Standards
1 2 (14.29%) CSS
Miscellaneous
1 5 (35.71%) Driving Licence
2 4 (28.57%) Analytical Skills
3 1 (7.14%) Data Structures
3 1 (7.14%) Enterprise Software
3 1 (7.14%) Hybrid Cloud
Processes & Methodologies
1 11 (78.57%) Business Intelligence
2 8 (57.14%) Analytics
2 8 (57.14%) ETL
3 5 (35.71%) Data Modelling
3 5 (35.71%) ETL Development
3 5 (35.71%) Information Management
4 3 (21.43%) Data Architecture
4 3 (21.43%) Data Management
5 2 (14.29%) Data Mapping
5 2 (14.29%) ITIL
5 2 (14.29%) Machine Learning
5 2 (14.29%) Metadata Management
5 2 (14.29%) Open Source
5 2 (14.29%) Predictive Analytics
5 2 (14.29%) Process Management
5 2 (14.29%) Stakeholder Management
5 2 (14.29%) TOGAF
6 1 (7.14%) Data Migration
6 1 (7.14%) Data Protection
6 1 (7.14%) Project Management
Programming Languages
1 2 (14.29%) SQL
2 1 (7.14%) C#
2 1 (7.14%) T-SQL
Qualifications
1 3 (21.43%) Degree
2 1 (7.14%) Oracle Certification
Quality Assurance & Compliance
1 2 (14.29%) Data Quality
Vendors
1 8 (57.14%) Oracle
2 6 (42.86%) Cognos
3 3 (21.43%) IBM
3 3 (21.43%) Microsoft
4 1 (7.14%) Google
4 1 (7.14%) Hyperion
4 1 (7.14%) Informatica
4 1 (7.14%) SAP
4 1 (7.14%) Tableau
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