The table below looks at the prevalence of the term Data Integration in IT contracts advertised for the Scotland region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Integration over the 3 months to 24 September 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
24 Sep 2016
Same period 2015 Same period 2014
Data Integration
Rank 106 109 107
Rank change year-on-year
+3 -2
Contract jobs citing Data Integration 17 27 18
As % of all contract IT jobs located in Scotland 0.77% 0.83% 0.65%
As % of the Miscellaneous category 2.14% 2.75% 2.29%
Number of daily rates quoted 11 22 5
Median daily rate £425 £400 £325
Median daily rate % change year-on-year
+6.25% +23.07%
90% offered a daily rate of more than £295 £290 £246
10% offered a daily rate of more than £475 £725 £453
UK excluding London median daily rate £450 £450 £405
% change year-on-year
- +11.11%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £35.33 £58.53
% change year-on-year
- -39.63%
Data Integration
UK

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

Miscellaneous Category
Scotland
Contract IT job ads with a match in the
Miscellaneous category
794 981 786
As % of all contract IT jobs located in Scotland 36.14% 30.32% 28.25%
Number of daily rates quoted 480 467 431
Median daily rate £345 £360 £350
Median daily rate % change year-on-year
-4.16% +2.85%
90% offered a daily rate of more than £247 £225 £176
10% offered a daily rate of more than £475 £488 £500
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 21 33 25
Median hourly rate £40.00 £18.50 £15.77
Median hourly rate % change year-on-year
+116.21% +17.31%
90% offered a hourly rate of more than £16.10 £12.35 £10.85
10% offered a hourly rate of more than £42.20 £47.03 £36.88
UK excluding London median hourly rate £22.00 £19.00 £18.00
% change year-on-year
+15.78% +5.55%

Data Integration
Jobs Demand Trend in Scotland

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

Data Integration Jobs Demand Trend in Scotland

Data Integration
Daily Rate Trend in Scotland

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

Data Integration Daily Rate Trend in Scotland

Data Integration
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Integration across the Scotland region over the 3 months to 24 September 2016.

Data Integration Daily Rate Histogram in Scotland

Data Integration
Hourly Rate Trend in Scotland

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Integration across the Scotland region.

Data Integration Hourly Rate Trend in Scotland

Data Integration
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Integration within the Scotland region over the 3 months to 24 September 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +13 8 £450 -10.00% 1
Edinburgh -6 5 £310 -22.50%
Stirling - 2 £475 - 1
Scottish Borders - 1 £325 -
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 24 September 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 Scotland region with a requirement for Data Integration.

1 18 (51.43%) Data Warehouse
2 14 (40.00%) Oracle
3 13 (37.14%) SQL
3 13 (37.14%) ETL
3 13 (37.14%) Business Intelligence
3 13 (37.14%) Agile Software Development
4 12 (34.29%) SQL Server
4 12 (34.29%) Big Data
5 11 (31.43%) Data Modelling
6 10 (28.57%) Relational Database
6 10 (28.57%) Data Architecture
7 8 (22.86%) RDBMS
8 7 (20.00%) Microsoft
8 7 (20.00%) Scrum
8 7 (20.00%) Analytics
8 7 (20.00%) Mentoring
9 6 (17.14%) Kanban
9 6 (17.14%) SQL Server Integration Services
9 6 (17.14%) Dynamics CRM
9 6 (17.14%) Stakeholder Management
9 6 (17.14%) CRM
10 5 (14.29%) ERP
10 5 (14.29%) MicroStrategy
10 5 (14.29%) Salesforce.com
10 5 (14.29%) Information Security
10 5 (14.29%) IBM
10 5 (14.29%) Infor
10 5 (14.29%) Talend Open Studio
10 5 (14.29%) Hadoop
10 5 (14.29%) Enterprise Software

Data Integration
Top Related IT Skills in Scotland 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 3 (8.57%) CMS
2 2 (5.71%) Apache Spark
2 2 (5.71%) BizTalk Server
3 1 (2.86%) IBM Connections
3 1 (2.86%) SAS
Applications
1 1 (2.86%) MS Excel
Business Applications
1 6 (17.14%) Dynamics CRM
2 1 (2.86%) Oracle ERP
Database & Business Intelligence
1 18 (51.43%) Data Warehouse
2 12 (34.29%) Big Data
2 12 (34.29%) SQL Server
3 10 (28.57%) Relational Database
4 8 (22.86%) RDBMS
5 6 (17.14%) SQL Server Integration Services
6 5 (14.29%) Hadoop
6 5 (14.29%) MongoDB
7 4 (11.43%) Oracle Database
8 3 (8.57%) BusinessObjects
8 3 (8.57%) DB2
8 3 (8.57%) IBM PureData
8 3 (8.57%) Oracle Exadata
8 3 (8.57%) Oracle Reports
8 3 (8.57%) PostgreSQL
8 3 (8.57%) QlikView
9 2 (5.71%) MySQL
9 2 (5.71%) NoSQL
9 2 (5.71%) Snowflake Schema
10 1 (2.86%) Apache Cassandra
Development Applications
1 5 (14.29%) Talend Open Studio
2 1 (2.86%) ERwin
2 1 (2.86%) Visual Studio
General
1 2 (5.71%) Finance
Job Titles
1 18 (51.43%) Architect
1 18 (51.43%) Data Architect
2 6 (17.14%) Big Data Architect
3 5 (14.29%) Developer
4 4 (11.43%) Data Modeller
5 3 (8.57%) .NET Developer
5 3 (8.57%) Analyst
5 3 (8.57%) Data Analyst
6 2 (5.71%) Business Analyst
6 2 (5.71%) Consultant
6 2 (5.71%) Data Business Analyst
6 2 (5.71%) Designer
6 2 (5.71%) SQL Developer
7 1 (2.86%) Cassandra Architect
7 1 (2.86%) Data Engineer
7 1 (2.86%) ETL Tester
7 1 (2.86%) Migration Analyst
7 1 (2.86%) NoSQL Architect
7 1 (2.86%) SQL Analyst
7 1 (2.86%) Transformation Consultant
Libraries, Frameworks & Software Standards
1 3 (8.57%) .NET
2 2 (5.71%) .NET Framework
3 1 (2.86%) AngularJS
3 1 (2.86%) CSS
3 1 (2.86%) CSS3
3 1 (2.86%) Drools
3 1 (2.86%) HTML
3 1 (2.86%) HTML5
3 1 (2.86%) RabbitMQ
3 1 (2.86%) SOAP
Miscellaneous
1 5 (14.29%) Enterprise Software
2 3 (8.57%) Analytical Skills
2 3 (8.57%) Reference Data
3 1 (2.86%) Visualisation
Processes & Methodologies
1 13 (37.14%) Agile Software Development
1 13 (37.14%) Business Intelligence
1 13 (37.14%) ETL
2 11 (31.43%) Data Modelling
3 10 (28.57%) Data Architecture
4 7 (20.00%) Analytics
4 7 (20.00%) Mentoring
4 7 (20.00%) Scrum
5 6 (17.14%) CRM
5 6 (17.14%) Kanban
5 6 (17.14%) Stakeholder Management
6 5 (14.29%) ERP
6 5 (14.29%) Information Security
6 5 (14.29%) Kimball Methodology
7 4 (11.43%) Data Analysis
7 4 (11.43%) Data Management
7 4 (11.43%) Disaster Recovery
7 4 (11.43%) Logical Data Model
7 4 (11.43%) Physical Data Model
7 4 (11.43%) SOA
Programming Languages
1 13 (37.14%) SQL
2 3 (8.57%) C#
2 3 (8.57%) PL/SQL
2 3 (8.57%) T-SQL
3 2 (5.71%) Java
4 1 (2.86%) Python
Qualifications
1 1 (2.86%) Security Cleared
Quality Assurance & Compliance
1 2 (5.71%) Data Quality
2 1 (2.86%) PCI DSS
System Software
1 1 (2.86%) HDFS
Vendors
1 14 (40.00%) Oracle
2 7 (20.00%) Microsoft
3 5 (14.29%) IBM
3 5 (14.29%) Infor
3 5 (14.29%) MicroStrategy
3 5 (14.29%) Salesforce.com
3 5 (14.29%) Talend
4 3 (8.57%) Cognos
4 3 (8.57%) Netezza
5 2 (5.71%) Alteryx
5 2 (5.71%) Informatica
5 2 (5.71%) MuleSoft
5 2 (5.71%) Tableau
6 1 (2.86%) Teradata