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 9 December 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
9 Dec 2016
Same period 2015 Same period 2014
Data Integration
Rank 67 78 78
Rank change year-on-year
+11 0
Contract jobs citing Data Integration 4 13 11
As % of all contract IT jobs located in Edinburgh 0.44% 0.87% 0.76%
As % of the Miscellaneous category 1.51% 2.83% 3.06%
Number of daily rates quoted 3 9 7
Median daily rate £438 £400 £425
Median daily rate % change year-on-year
+9.37% -5.88%
UK excluding London median daily rate £450 £450 £425
% change year-on-year
- +5.88%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £25.50 - £82.00
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
265 459 360
As % of all contract IT jobs located in Edinburgh 29.22% 30.66% 24.84%
Number of daily rates quoted 145 208 178
Median daily rate £400 £400 £400
90% offered a daily rate of more than £246 £225 £275
10% offered a daily rate of more than £535 £525 £500
UK excluding London median daily rate £380 £385 £363
% change year-on-year
-1.29% +6.20%
Number of hourly rates quoted 10 7 6
Median hourly rate £52.00 £19.02 £11.50
Median hourly rate % change year-on-year
+173.39% +65.39%
UK excluding London median hourly rate £18.94 £19.50 £16.85
% change year-on-year
-2.87% +15.72%

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
Daily Rate Histogram in Edinburgh

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Integration across the Edinburgh region over the 3 months to 9 December 2016.

Data Integration Daily Rate Histogram in Edinburgh

Data Integration
Top 30 Related IT Skills in Edinburgh

For the 6 months to 9 December 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 5 (55.56%) SQL
1 5 (55.56%) Migration
2 4 (44.44%) Data Warehouse
2 4 (44.44%) Data Modelling
2 4 (44.44%) ETL
3 3 (33.33%) Oracle
3 3 (33.33%) Agile Software Development
3 3 (33.33%) Data Migration
4 2 (22.22%) Reference Data
4 2 (22.22%) Data Architecture
4 2 (22.22%) Business Analysis
4 2 (22.22%) Risk Analysis
4 2 (22.22%) Use Case
4 2 (22.22%) User Acceptance Testing
4 2 (22.22%) System Testing
4 2 (22.22%) Oracle SOA Suite
4 2 (22.22%) Data Analysis
4 2 (22.22%) Finance
4 2 (22.22%) Stakeholder Management
4 2 (22.22%) SOA
4 2 (22.22%) PL/SQL
4 2 (22.22%) Project Management
4 2 (22.22%) Business Intelligence
5 1 (11.11%) RDBMS
5 1 (11.11%) Oracle Certification
5 1 (11.11%) Informatica
5 1 (11.11%) ERwin
5 1 (11.11%) SAS
5 1 (11.11%) C#
5 1 (11.11%) T-SQL

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 2 (22.22%) Oracle SOA Suite
2 1 (11.11%) SAS
Business Applications
1 1 (11.11%) Dynamics CRM
Database & Business Intelligence
1 4 (44.44%) Data Warehouse
2 1 (11.11%) Enterprise Data Warehouse
2 1 (11.11%) RDBMS
2 1 (11.11%) Relational Database
2 1 (11.11%) SAS EBI
2 1 (11.11%) SQL Server
Development Applications
1 1 (11.11%) ERwin
General
1 2 (22.22%) Finance
Job Titles
1 3 (33.33%) Project Manager
2 2 (22.22%) Analyst
2 2 (22.22%) Architect
2 2 (22.22%) Business Analyst
2 2 (22.22%) Data Analyst
2 2 (22.22%) Data Architect
2 2 (22.22%) Data Business Analyst
3 1 (11.11%) .NET Developer
3 1 (11.11%) Consultant
3 1 (11.11%) Developer
3 1 (11.11%) ETL Consultant
3 1 (11.11%) Informatica Consultant
3 1 (11.11%) Lead Architect
3 1 (11.11%) Lead Data Architect
3 1 (11.11%) SQL Developer
3 1 (11.11%) Technical Manager
3 1 (11.11%) Technical Project Manager
3 1 (11.11%) Teradata Consultant
Libraries, Frameworks & Software Standards
1 1 (11.11%) .NET
1 1 (11.11%) .NET Framework
Miscellaneous
1 2 (22.22%) Reference Data
2 1 (11.11%) Analytical Skills
2 1 (11.11%) Management Information System
2 1 (11.11%) Visualisation
Processes & Methodologies
1 5 (55.56%) Migration
2 4 (44.44%) Data Modelling
2 4 (44.44%) ETL
3 3 (33.33%) Agile Software Development
3 3 (33.33%) Data Migration
4 2 (22.22%) Business Analysis
4 2 (22.22%) Business Intelligence
4 2 (22.22%) Data Analysis
4 2 (22.22%) Data Architecture
4 2 (22.22%) Project Management
4 2 (22.22%) Risk Analysis
4 2 (22.22%) SOA
4 2 (22.22%) Stakeholder Management
4 2 (22.22%) System Testing
4 2 (22.22%) Use Case
4 2 (22.22%) User Acceptance Testing
5 1 (11.11%) CRM
5 1 (11.11%) Enterprise Architecture
5 1 (11.11%) Information Security
5 1 (11.11%) Scrum
Programming Languages
1 5 (55.56%) SQL
2 2 (22.22%) PL/SQL
3 1 (11.11%) C#
3 1 (11.11%) T-SQL
Qualifications
1 1 (11.11%) Oracle Certification
Vendors
1 3 (33.33%) Oracle
2 1 (11.11%) Informatica
2 1 (11.11%) Teradata