Period
to 26 September 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Data Integration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Integration over the 6 months to 26 September 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Integration
Scotland > Edinburgh
6 months to
26 Sep 2018
Same period 2017 Same period 2016
Rank 109 103 129
Rank change year-on-year -6 +26 -28
Contract jobs citing Data Integration 28 26 8
As % of all contract IT jobs advertised in Edinburgh 0.94% 0.96% 0.34%
As % of the Processes & Methodologies category 1.07% 1.14% 0.39%
Number of daily rates quoted 15 20 9
Edinburgh median daily rate £410 £400 £325
Median daily rate % change year-on-year +2.50% +23.08% -13.33%
10th Percentile £354 £381 £287
90th Percentile £604 £475 £525
Scotland median daily rate £435 £400 £450
% change year-on-year +8.75% -11.11% +20.00%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Contract vacancies with a requirement for process or methodology skills 2,621 2,284 2,033
As % of all contract IT jobs advertised in Edinburgh 88.07% 84.72% 85.38%
Number of daily rates quoted 1,386 1,334 1,165
Edinburgh median daily rate £418 £400 £389
Median daily rate % change year-on-year +4.38% +2.83% +3.73%
10th Percentile £275 £263 £265
90th Percentile £575 £550 £525
Scotland median daily rate £400 £388 £360
% change year-on-year +3.23% +7.64% -4.00%
Number of hourly rates quoted 29 18 19
Edinburgh median hourly rate £25.00 £20.00 £15.82
Median hourly rate % change year-on-year +25.00% +26.46% -1.16%
10th Percentile £10.75 £11.22 £10.96
90th Percentile £44.27 £43.39 £48.38
Scotland median hourly rate £24.78 £26.13 £34.00
% change year-on-year -5.17% -23.16% +65.85%

Data Integration
Job Vacancy Trend in Edinburgh

Job postings citing Data Integration as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Data Integration in Edinburgh

Data Integration
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for Data Integration in Edinburgh

Data Integration
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Data Integration in Edinburgh over the 6 months to 26 September 2018.

Contractor daily rate histogram for Data Integration in Edinburgh

For the 6 months to 26 September 2018, IT contractor jobs citing Data Integration also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Edinburgh region with a requirement for Data Integration.

1 16 (57.14%) Java
2 12 (42.86%) Agile Software Development
3 10 (35.71%) Finance
3 10 (35.71%) Oracle
3 10 (35.71%) ETL
4 9 (32.14%) SQL
5 8 (28.57%) Data Warehouse
5 8 (28.57%) Banking
6 7 (25.00%) Spring
6 7 (25.00%) JIRA
6 7 (25.00%) QA
6 7 (25.00%) JavaScript
6 7 (25.00%) HTML
6 7 (25.00%) Performance Tuning
6 7 (25.00%) ETL Development
7 6 (21.43%) SQL Server
7 6 (21.43%) CSS
7 6 (21.43%) Web Services
7 6 (21.43%) Stakeholder Management
7 6 (21.43%) Investment Management
8 5 (17.86%) Data Analysis
8 5 (17.86%) HTML5
8 5 (17.86%) CSS3
8 5 (17.86%) Data Quality
8 5 (17.86%) AngularJS
8 5 (17.86%) Ab Initio
8 5 (17.86%) Process Management
8 5 (17.86%) Enterprise Software
9 4 (14.29%) REST
9 4 (14.29%) User Stories

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:

Application Platforms
1 4 (14.29%) Confluence
1 4 (14.29%) WebSphere
2 3 (10.71%) Cloud Foundry
3 1 (3.57%) Apache
3 1 (3.57%) SAS
Applications
1 4 (14.29%) Microsoft PowerPoint
1 4 (14.29%) MS Visio
2 1 (3.57%) Chatbot
Business Applications
1 2 (7.14%) thinkFolio
2 1 (3.57%) SAP PP
Cloud Services
1 4 (14.29%) Amazon AWS
2 1 (3.57%) Amazon SageMaker
2 1 (3.57%) Azure Machine Learning
2 1 (3.57%) Microsoft Azure
Database & Business Intelligence
1 8 (28.57%) Data Warehouse
2 6 (21.43%) SQL Server
3 4 (14.29%) Pentaho
4 3 (10.71%) Oracle Database
5 2 (7.14%) Hadoop
6 1 (3.57%) Big Data
6 1 (3.57%) Relational Database
6 1 (3.57%) SAS Data Integration Studio
Development Applications
1 7 (25.00%) JIRA
2 4 (14.29%) FishEye
2 4 (14.29%) Git (software)
2 4 (14.29%) TeamCity
3 2 (7.14%) Ant
3 2 (7.14%) Eclipse
3 2 (7.14%) Jenkins
3 2 (7.14%) JMeter
3 2 (7.14%) JUnit
3 2 (7.14%) Maven
3 2 (7.14%) SoapUI
4 1 (3.57%) Hudson
General
1 10 (35.71%) Finance
2 8 (28.57%) Banking
3 3 (10.71%) Retail
4 2 (7.14%) Front Office
5 1 (3.57%) Back Office
5 1 (3.57%) Marketing
Job Titles
1 18 (64.29%) Developer
2 8 (28.57%) Java Developer
3 4 (14.29%) Architect
3 4 (14.29%) ETL Developer
4 3 (10.71%) Ab Initio Developer
4 3 (10.71%) Solutions Architect
5 2 (7.14%) BPM Developer
5 2 (7.14%) Consultant
6 1 (3.57%) Analyst
6 1 (3.57%) Data Analyst
6 1 (3.57%) Data Consultant
6 1 (3.57%) Data Science Consultant
6 1 (3.57%) Lead Developer
6 1 (3.57%) Logistics Consultant
6 1 (3.57%) Salesforce Developer
6 1 (3.57%) SAP Consultant
6 1 (3.57%) SAP Logistics Consultant
6 1 (3.57%) SAS Analyst
6 1 (3.57%) SAS Data Analyst
6 1 (3.57%) Technical Leader
Libraries, Frameworks & Software Standards
1 7 (25.00%) HTML
1 7 (25.00%) Spring
2 6 (21.43%) CSS
2 6 (21.43%) Web Services
3 5 (17.86%) AngularJS
3 5 (17.86%) CSS3
3 5 (17.86%) HTML5
4 4 (14.29%) J2EE
4 4 (14.29%) JPA
4 4 (14.29%) REST
5 3 (10.71%) .NET
5 3 (10.71%) ActiveMQ
5 3 (10.71%) Drools
5 3 (10.71%) jBPM
5 3 (10.71%) React
5 3 (10.71%) SOAP
6 2 (7.14%) Middleware
7 1 (3.57%) .NET Framework
7 1 (3.57%) Java EE
7 1 (3.57%) Struts
Miscellaneous
1 5 (17.86%) Enterprise Software
2 1 (3.57%) User Experience
Operating Systems
1 3 (10.71%) Unix
2 1 (3.57%) Windows
2 1 (3.57%) Windows Server
Processes & Methodologies
1 12 (42.86%) Agile Software Development
2 10 (35.71%) ETL
3 7 (25.00%) ETL Development
3 7 (25.00%) Performance Tuning
4 6 (21.43%) Investment Management
4 6 (21.43%) Stakeholder Management
5 5 (17.86%) Data Analysis
5 5 (17.86%) Process Management
6 4 (14.29%) Data Migration
6 4 (14.29%) Functional Testing
6 4 (14.29%) Migration
6 4 (14.29%) Open Source
6 4 (14.29%) Performance Testing
6 4 (14.29%) Quality Management
6 4 (14.29%) Test Automation
6 4 (14.29%) User Stories
7 3 (10.71%) Business Intelligence
7 3 (10.71%) EAI
7 3 (10.71%) SOA
7 3 (10.71%) UML
Programming Languages
1 16 (57.14%) Java
2 9 (32.14%) SQL
3 7 (25.00%) JavaScript
4 4 (14.29%) PL/SQL
5 3 (10.71%) Shell Script
6 2 (7.14%) Groovy
6 2 (7.14%) Python
7 1 (3.57%) Apex Code
7 1 (3.57%) C#
7 1 (3.57%) PowerShell
7 1 (3.57%) R
Qualifications
1 2 (7.14%) Degree
2 1 (3.57%) Computer Science Degree
Quality Assurance & Compliance
1 7 (25.00%) QA
2 5 (17.86%) Data Quality
3 1 (3.57%) Disclosure Scotland
Systems Management
1 4 (14.29%) Oracle Flashback
Vendors
1 10 (35.71%) Oracle
2 5 (17.86%) Ab Initio
3 4 (14.29%) Microsoft
4 3 (10.71%) IBM
4 3 (10.71%) Teradata
5 2 (7.14%) Atlassian
5 2 (7.14%) Bloomberg
5 2 (7.14%) Cloudera
5 2 (7.14%) CODA
5 2 (7.14%) Sitecore
6 1 (3.57%) Salesforce.com
6 1 (3.57%) SAP