The table below looks at the prevalence of the term Data Integration in IT contracts advertised for the Edinburgh region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Integration over the 3 months to 27 August 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Data Integration
Rank 80 74 82
Rank change year-on-year
-6 +8
Contract jobs citing Data Integration 6 18 2
As % of all contract IT jobs located in Edinburgh 0.51% 1.08% 0.16%
As % of the Miscellaneous category 1.52% 3.98% 0.64%
Number of daily rates quoted 5 14 2
Median daily rate £295 £336 £294
Median daily rate % change year-on-year
-12.26% +14.46%
90% offered a daily rate of more than £292 £283 £269
10% offered a daily rate of more than £315 £400 £319
UK excluding London median daily rate £450 £425 £425
% change year-on-year
+5.82% +0.05%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £25.66 £35.05
% change year-on-year
- -26.79%
Data Integration
Scotland

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in contract jobs advertised in the Edinburgh region.

Miscellaneous Category
Edinburgh
Contract IT job ads with a match in the
Miscellaneous category
394 452 311
As % of all contract IT jobs located in Edinburgh 33.76% 27.02% 25.60%
Number of daily rates quoted 218 225 170
Median daily rate £413 £400 £383
Median daily rate % change year-on-year
+3.12% +4.57%
90% offered a daily rate of more than £293 £237 £189
10% offered a daily rate of more than £475 £500 £600
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 4 7 7
Median hourly rate £13.42 £16.25 £15.77
Median hourly rate % change year-on-year
-17.40% +3.04%
90% offered a hourly rate of more than £11.03 £12.00 £11.00
10% offered a hourly rate of more than £15.82 £29.00 £42.50
UK excluding London median hourly rate £22.50 £19.66 £19.00
% change year-on-year
+14.44% +3.47%

Data Integration
Jobs Demand Trend in Edinburgh

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

Data Integration Jobs Demand Trend in Edinburgh

Data Integration
Daily Rate Trend in Edinburgh

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

Data Integration Daily Rate Trend in Edinburgh

Data Integration
Top 30 Related IT Skills in Edinburgh

For the 6 months to 27 August 2016, IT contractor 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 contract ads across the Edinburgh region with a requirement for Data Integration.

1 6 (85.71%) SQL
2 5 (71.43%) Data Warehouse
3 4 (57.14%) ETL
3 4 (57.14%) Agile Software Development
4 3 (42.86%) Business Analysis
4 3 (42.86%) Migration
4 3 (42.86%) Stakeholder Management
4 3 (42.86%) Data Modelling
4 3 (42.86%) Oracle
4 3 (42.86%) PL/SQL
4 3 (42.86%) Data Analysis
4 3 (42.86%) Risk Analysis
4 3 (42.86%) User Acceptance Testing
4 3 (42.86%) System Testing
4 3 (42.86%) Data Migration
4 3 (42.86%) Reference Data
5 2 (28.57%) Use Case
5 2 (28.57%) CRM
5 2 (28.57%) C#
5 2 (28.57%) T-SQL
5 2 (28.57%) .NET
5 2 (28.57%) SQL Server
5 2 (28.57%) SOA
5 2 (28.57%) Dynamics CRM
6 1 (14.29%) .NET Framework
6 1 (14.29%) Information Security
6 1 (14.29%) Teradata
6 1 (14.29%) SOAP
6 1 (14.29%) Disaster Recovery
6 1 (14.29%) MVC

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:

Business Applications
1 2 (28.57%) Dynamics CRM
Database & Business Intelligence
1 5 (71.43%) Data Warehouse
2 2 (28.57%) SQL Server
3 1 (14.29%) Big Data
3 1 (14.29%) Enterprise Data Warehouse
3 1 (14.29%) Hadoop
3 1 (14.29%) RDBMS
3 1 (14.29%) Relational Database
Development Applications
1 1 (14.29%) ERwin
Job Titles
1 3 (42.86%) Analyst
1 3 (42.86%) Data Analyst
2 2 (28.57%) .NET Developer
2 2 (28.57%) Business Analyst
2 2 (28.57%) Data Business Analyst
2 2 (28.57%) Developer
3 1 (14.29%) Big Data Architect
3 1 (14.29%) Business Data Analyst
3 1 (14.29%) Business Integration Analyst
3 1 (14.29%) Consultant
3 1 (14.29%) Data Architect
3 1 (14.29%) Data Integration Analyst
3 1 (14.29%) Data Migration Analyst
3 1 (14.29%) ETL Consultant
3 1 (14.29%) Informatica Consultant
3 1 (14.29%) Integration Analyst
3 1 (14.29%) Migration Analyst
3 1 (14.29%) SQL Analyst
3 1 (14.29%) SQL Developer
3 1 (14.29%) Teradata Consultant
Libraries, Frameworks & Software Standards
1 2 (28.57%) .NET
2 1 (14.29%) .NET Framework
2 1 (14.29%) SOAP
Miscellaneous
1 3 (42.86%) Reference Data
2 1 (14.29%) Analytical Skills
Processes & Methodologies
1 4 (57.14%) Agile Software Development
1 4 (57.14%) ETL
2 3 (42.86%) Business Analysis
2 3 (42.86%) Data Analysis
2 3 (42.86%) Data Migration
2 3 (42.86%) Data Modelling
2 3 (42.86%) Migration
2 3 (42.86%) Risk Analysis
2 3 (42.86%) Stakeholder Management
2 3 (42.86%) System Testing
2 3 (42.86%) User Acceptance Testing
3 2 (28.57%) CRM
3 2 (28.57%) SOA
3 2 (28.57%) Use Case
4 1 (14.29%) Analytics
4 1 (14.29%) Business Intelligence
4 1 (14.29%) Dependency Injection
4 1 (14.29%) High Availability
4 1 (14.29%) Information Security
4 1 (14.29%) Mentoring
Programming Languages
1 6 (85.71%) SQL
2 3 (42.86%) PL/SQL
3 2 (28.57%) C#
3 2 (28.57%) T-SQL
Vendors
1 3 (42.86%) Oracle
2 1 (14.29%) Informatica
2 1 (14.29%) Teradata