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 22 January 2017 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
22 Jan 2017
Same period 2016 Same period 2015
Data Integration
UK / Scotland
Rank 96 121 108
Rank change year-on-year
+25 -13
Contract jobs citing Data Integration 10 7 16
As % of all contract IT jobs located in Scotland 0.61% 0.27% 0.60%
As % of the Miscellaneous category 1.80% 0.88% 2.19%
Number of daily rates quoted 6 4 10
Median daily rate £413 £525 £425
Median daily rate % change year-on-year
-21.42% +23.52%
90% offered a daily rate of more than £400 £465 £373
10% offered a daily rate of more than £506 £603 £503
UK excluding London median daily rate £450 £425 £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 - -

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
557 794 729
As % of all contract IT jobs located in Scotland 33.82% 30.69% 27.55%
Number of daily rates quoted 283 422 379
Median daily rate £375 £350 £375
Median daily rate % change year-on-year
+7.14% -6.66%
90% offered a daily rate of more than £160 £171 £210
10% offered a daily rate of more than £500 £550 £500
UK excluding London median daily rate £390 £375 £365
% change year-on-year
+4.00% +2.73%
Number of hourly rates quoted 22 17 18
Median hourly rate £49.00 £41.50 £28.50
Median hourly rate % change year-on-year
+18.07% +45.61%
90% offered a hourly rate of more than £11.32 £14.60 £14.23
10% offered a hourly rate of more than £52.17 £44.20 £32.35
UK excluding London median hourly rate £19.30 £21.50 £17.50
% change year-on-year
-10.22% +22.85%

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 22 January 2017.

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 22 January 2017. 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 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 +12 7 £400 -
Stirling +6 2 £431 -23.33%
Edinburgh +19 1 £575 +27.77% 2
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 22 January 2017, 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 16 (59.26%) Data Warehouse
2 13 (48.15%) ETL
3 9 (33.33%) SQL Server
4 8 (29.63%) Business Intelligence
4 8 (29.63%) SQL Server Integration Services
5 7 (25.93%) Data Modelling
6 6 (22.22%) Oracle
6 6 (22.22%) SQL
6 6 (22.22%) Agile Software Development
6 6 (22.22%) Data Architecture
6 6 (22.22%) Analytics
7 5 (18.52%) Analytical Skills
7 5 (18.52%) QlikView
7 5 (18.52%) Data Management
7 5 (18.52%) SQL Server Reporting Services
7 5 (18.52%) BusinessObjects
8 4 (14.81%) Microsoft
8 4 (14.81%) Informatica
8 4 (14.81%) Finance
8 4 (14.81%) Migration
8 4 (14.81%) SQL Server 2014
9 3 (11.11%) SDLC
9 3 (11.11%) ETL Development
9 3 (11.11%) Visualisation
9 3 (11.11%) Apache Spark
9 3 (11.11%) Relational Database
9 3 (11.11%) MongoDB
9 3 (11.11%) NoSQL
9 3 (11.11%) Data Visualisation
9 3 (11.11%) Tableau

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 (11.11%) Apache Spark
2 2 (7.41%) SAS
3 1 (3.70%) Oracle SOA Suite
Applications
1 1 (3.70%) MS Excel
1 1 (3.70%) Weka
Business Applications
1 2 (7.41%) Dynamics CRM
Database & Business Intelligence
1 16 (59.26%) Data Warehouse
2 9 (33.33%) SQL Server
3 8 (29.63%) SQL Server Integration Services
4 5 (18.52%) BusinessObjects
4 5 (18.52%) QlikView
4 5 (18.52%) SQL Server Reporting Services
5 4 (14.81%) SQL Server 2014
6 3 (11.11%) MongoDB
6 3 (11.11%) NoSQL
6 3 (11.11%) Relational Database
7 2 (7.41%) Apache Cassandra
7 2 (7.41%) Ingres
7 2 (7.41%) MySQL
7 2 (7.41%) Oracle Database
7 2 (7.41%) Snowflake Schema
7 2 (7.41%) SQL Server 2012
7 2 (7.41%) SQL Server 2016
7 2 (7.41%) SQL Server Analysis Services
8 1 (3.70%) RDBMS
8 1 (3.70%) SAS EBI
Development Applications
1 2 (7.41%) Talend Open Studio
2 1 (3.70%) ERwin
2 1 (3.70%) Visual Studio
General
1 4 (14.81%) Finance
2 1 (3.70%) Legal
2 1 (3.70%) Multimedia
Job Titles
1 9 (33.33%) Developer
2 6 (22.22%) Architect
2 6 (22.22%) Data Architect
3 5 (18.52%) SQL Developer
4 4 (14.81%) SQL Server Developer
5 3 (11.11%) Designer
5 3 (11.11%) ETL Developer
5 3 (11.11%) Project Manager
6 2 (7.41%) .NET Developer
6 2 (7.41%) Analyst
6 2 (7.41%) Lead Data Architect
6 2 (7.41%) SSIS Developer
6 2 (7.41%) SSRS Developer
7 1 (3.70%) Analyst Programmer
7 1 (3.70%) Consultant
7 1 (3.70%) Data Engineer
7 1 (3.70%) Programmer
7 1 (3.70%) Senior Analyst
7 1 (3.70%) Technical Architect
7 1 (3.70%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 2 (7.41%) .NET
1 2 (7.41%) .NET Framework
2 1 (3.70%) AngularJS
2 1 (3.70%) CSS
2 1 (3.70%) CSS3
2 1 (3.70%) D3.js
2 1 (3.70%) HTML
2 1 (3.70%) HTML5
2 1 (3.70%) Web Services
Miscellaneous
1 5 (18.52%) Analytical Skills
2 3 (11.11%) Visualisation
3 2 (7.41%) Management Information System
4 1 (3.70%) Reference Data
4 1 (3.70%) Social Media
4 1 (3.70%) Statistics
Processes & Methodologies
1 13 (48.15%) ETL
2 8 (29.63%) Business Intelligence
3 7 (25.93%) Data Modelling
4 6 (22.22%) Agile Software Development
4 6 (22.22%) Analytics
4 6 (22.22%) Data Architecture
5 5 (18.52%) Data Management
6 4 (14.81%) Migration
7 3 (11.11%) Data Visualisation
7 3 (11.11%) ETL Development
7 3 (11.11%) SDLC
8 2 (7.41%) Data Mapping
8 2 (7.41%) Data Migration
8 2 (7.41%) Dimensional Modelling
8 2 (7.41%) Kimball Methodology
8 2 (7.41%) Machine Learning
8 2 (7.41%) Mentoring
8 2 (7.41%) Open Source
8 2 (7.41%) Scrum
8 2 (7.41%) Unit Testing
Programming Languages
1 6 (22.22%) SQL
2 2 (7.41%) C#
2 2 (7.41%) T-SQL
3 1 (3.70%) PL/SQL
3 1 (3.70%) Python
3 1 (3.70%) R
Qualifications
1 1 (3.70%) Degree
1 1 (3.70%) Oracle Certification
1 1 (3.70%) Postgraduate
Quality Assurance & Compliance
1 2 (7.41%) Disclosure Scotland
Vendors
1 6 (22.22%) Oracle
2 4 (14.81%) Informatica
2 4 (14.81%) Microsoft
3 3 (11.11%) Tableau
4 2 (7.41%) Alteryx
4 2 (7.41%) MicroStrategy
4 2 (7.41%) Talend
5 1 (3.70%) Cognos
5 1 (3.70%) RapidMiner
5 1 (3.70%) Salesforce.com
5 1 (3.70%) Teradata