Period
to 11 December 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 11 December 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
11 Dec 2018
Same period 2017 Same period 2016
Rank 97 111 110
Rank change year-on-year +14 -1 -8
Contract jobs citing Data Integration 43 25 9
As % of all contract IT jobs advertised in Edinburgh 1.51% 0.85% 0.45%
As % of the Processes & Methodologies category 1.71% 0.99% 0.53%
Number of daily rates quoted 18 21 7
Edinburgh median daily rate £500 £400 £425
Median daily rate % change year-on-year +25.00% -5.88% +6.25%
10th Percentile £393 £381 £288
90th Percentile £590 £600 £511
Scotland median daily rate £500 £400 £438
% change year-on-year +25.00% -8.57% +9.38%
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 2,509 2,514 1,697
As % of all contract IT jobs advertised in Edinburgh 88.13% 85.89% 85.32%
Number of daily rates quoted 1,257 1,460 993
Edinburgh median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% +0.13% +2.44%
10th Percentile £275 £263 £258
90th Percentile £575 £550 £525
Scotland median daily rate £400 £390 £363
% change year-on-year +2.56% +7.59% -3.33%
Number of hourly rates quoted 35 19 31
Edinburgh median hourly rate £17.50 £21.00 £25.00
Median hourly rate % change year-on-year -16.67% -16.00% +51.52%
10th Percentile £11.07 £11.23 £14.25
90th Percentile £44.41 £35.00 £52.00
Scotland median hourly rate £23.50 £23.25 £21.00
% change year-on-year +1.08% +10.71% +3.70%

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 11 December 2018.

Contractor daily rate histogram for Data Integration in Edinburgh

For the 6 months to 11 December 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 25 (58.14%) ETL
2 24 (55.81%) Oracle
3 23 (53.49%) Business Intelligence
4 20 (46.51%) Data Warehouse
5 18 (41.86%) SQL
6 17 (39.53%) SQL Server
7 16 (37.21%) Unix
8 15 (34.88%) Java
8 15 (34.88%) Ab Initio
9 14 (32.56%) Teradata
10 13 (30.23%) Finance
10 13 (30.23%) Shell Script
10 13 (30.23%) Agile Software Development
10 13 (30.23%) Retail
10 13 (30.23%) QA
10 13 (30.23%) User Acceptance Testing
11 10 (23.26%) Banking
12 9 (20.93%) Investment Management
13 7 (16.28%) Web Services
13 7 (16.28%) ETL Development
14 6 (13.95%) JavaScript
14 6 (13.95%) HTML
14 6 (13.95%) Spring
15 5 (11.63%) JIRA
15 5 (11.63%) Amazon AWS
15 5 (11.63%) HTML5
15 5 (11.63%) REST
15 5 (11.63%) Big Data
15 5 (11.63%) CSS
15 5 (11.63%) Kimball Methodology

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 (9.30%) Confluence
1 4 (9.30%) WebSphere
2 2 (4.65%) Apache
2 2 (4.65%) Cloud Foundry
3 1 (2.33%) Apache Spark
3 1 (2.33%) SAS
Applications
1 4 (9.30%) Microsoft PowerPoint
1 4 (9.30%) MS Visio
2 1 (2.33%) Microsoft Project
Business Applications
1 2 (4.65%) thinkFolio
Cloud Services
1 5 (11.63%) Amazon AWS
2 3 (6.98%) GitHub
Database & Business Intelligence
1 20 (46.51%) Data Warehouse
2 17 (39.53%) SQL Server
3 5 (11.63%) Big Data
4 4 (9.30%) Oracle Database
4 4 (9.30%) SAP Data Services
5 3 (6.98%) BusinessObjects
5 3 (6.98%) Hadoop
5 3 (6.98%) Oracle Exadata
5 3 (6.98%) RDBMS
5 3 (6.98%) Relational Database
6 2 (4.65%) Amazon RDS
6 2 (4.65%) DataStage
6 2 (4.65%) OLAP
6 2 (4.65%) Oracle OLAP
7 1 (2.33%) Data Lake
7 1 (2.33%) SAS Data Integration Studio
7 1 (2.33%) SAS Enterprise Guide
7 1 (2.33%) SAS Visual Analytics
Development Applications
1 5 (11.63%) JIRA
2 4 (9.30%) FishEye
2 4 (9.30%) Git (software)
2 4 (9.30%) TeamCity
3 2 (4.65%) Ant
3 2 (4.65%) Eclipse
3 2 (4.65%) Jenkins
3 2 (4.65%) JMeter
3 2 (4.65%) JUnit
3 2 (4.65%) Maven
3 2 (4.65%) SoapUI
4 1 (2.33%) Hudson
General
1 13 (30.23%) Finance
1 13 (30.23%) Retail
2 10 (23.26%) Banking
3 1 (2.33%) Front Office
3 1 (2.33%) Marketing
Job Titles
1 23 (53.49%) Developer
2 13 (30.23%) Ab Initio Developer
3 8 (18.60%) Architect
4 7 (16.28%) Java Developer
5 5 (11.63%) Data Architect
6 4 (9.30%) Consultant
6 4 (9.30%) Solutions Architect
7 3 (6.98%) Business Intelligence Consultant
8 2 (4.65%) Project Manager
9 1 (2.33%) Analyst
9 1 (2.33%) AWS Architect
9 1 (2.33%) Data Consultant
9 1 (2.33%) Data Manager
9 1 (2.33%) Data Migration Architect
9 1 (2.33%) Designer
9 1 (2.33%) Full Stack Developer
9 1 (2.33%) SAS Analyst
9 1 (2.33%) Software Engineer
9 1 (2.33%) Solutions Designer
9 1 (2.33%) Technical Leader
Libraries, Frameworks & Software Standards
1 7 (16.28%) Web Services
2 6 (13.95%) HTML
2 6 (13.95%) Spring
3 5 (11.63%) CSS
3 5 (11.63%) HTML5
3 5 (11.63%) REST
4 4 (9.30%) AngularJS
4 4 (9.30%) CSS3
4 4 (9.30%) J2EE
5 3 (6.98%) .NET
5 3 (6.98%) JPA
5 3 (6.98%) React
5 3 (6.98%) SOAP
6 2 (4.65%) Drools
6 2 (4.65%) jBPM
6 2 (4.65%) Middleware
7 1 (2.33%) .NET Framework
7 1 (2.33%) Apache Axis
7 1 (2.33%) Java EE
7 1 (2.33%) jQuery
Miscellaneous
1 5 (11.63%) Enterprise Software
Operating Systems
1 16 (37.21%) Unix
2 4 (9.30%) Windows
3 3 (6.98%) Linux
4 1 (2.33%) Red Hat Enterprise Linux
4 1 (2.33%) Windows Server
Processes & Methodologies
1 25 (58.14%) ETL
2 23 (53.49%) Business Intelligence
3 13 (30.23%) Agile Software Development
3 13 (30.23%) User Acceptance Testing
4 9 (20.93%) Investment Management
5 7 (16.28%) ETL Development
6 5 (11.63%) Analytics
6 5 (11.63%) Kimball Methodology
7 4 (9.30%) Artificial Intelligence
7 4 (9.30%) Asset Management
7 4 (9.30%) Dimensional Modelling
7 4 (9.30%) Functional Testing
7 4 (9.30%) Metadata Management
7 4 (9.30%) Migration
7 4 (9.30%) Open Source
7 4 (9.30%) Performance Testing
7 4 (9.30%) Performance Tuning
7 4 (9.30%) Process Management
7 4 (9.30%) Test Automation
7 4 (9.30%) User Stories
Programming Languages
1 18 (41.86%) SQL
2 15 (34.88%) Java
3 13 (30.23%) Shell Script
4 6 (13.95%) JavaScript
5 4 (9.30%) PL/SQL
6 2 (4.65%) Groovy
7 1 (2.33%) C#
7 1 (2.33%) Java 8
7 1 (2.33%) PowerShell
7 1 (2.33%) Python
Qualifications
1 1 (2.33%) BPSS Clearance
Quality Assurance & Compliance
1 13 (30.23%) QA
2 1 (2.33%) Disclosure Scotland
2 1 (2.33%) GDPR
Systems Management
1 3 (6.98%) Ansible
Vendors
1 24 (55.81%) Oracle
2 15 (34.88%) Ab Initio
3 14 (32.56%) Teradata
4 4 (9.30%) Informatica
4 4 (9.30%) Microsoft
4 4 (9.30%) SAP
5 3 (6.98%) Tableau
6 2 (4.65%) Atlassian
6 2 (4.65%) Bloomberg
6 2 (4.65%) CODA
6 2 (4.65%) IBM
6 2 (4.65%) Sitecore
7 1 (2.33%) Cloudera
7 1 (2.33%) Planview
7 1 (2.33%) Red Hat