The table below looks at the statistics for Data Integration skills 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 26 February 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
26 Feb 2017
Same period 2016 Same period 2015
Data Integration
UK / Scotland
Rank 104 129 106
Rank change year-on-year
+25 -23
Contract jobs citing Data Integration 6 7 22
As % of all contract IT jobs located in Scotland 0.35% 0.27% 0.80%
As % of the Processes & Methodologies category 0.41% 0.33% 0.99%
Number of daily rates quoted 3 6 18
Median daily rate £400 £425 £428
Median daily rate % change year-on-year
-5.88% -0.58%
UK excluding London median daily rate £450 £425 £400
% change year-on-year
+5.88% +6.25%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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

Processes & Methodologies Category
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
1446 2132 2230
As % of all contract IT jobs located in Scotland 83.97% 82.76% 81.09%
Number of daily rates quoted 861 1151 1260
Median daily rate £388 £385 £400
Median daily rate % change year-on-year
+0.64% -3.75%
90% offered a daily rate of more than £250 £265 £275
10% offered a daily rate of more than £500 £550 £500
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+2.00% +0.24%
Number of hourly rates quoted 26 27 41
Median hourly rate £45.00 £41.50 £23.50
Median hourly rate % change year-on-year
+8.43% +76.59%
90% offered a hourly rate of more than £14.50 £17.80 £12.10
10% offered a hourly rate of more than £66.00 £50.00 £49.00
UK excluding London median hourly rate £36.00 £40.00 £28.50
% change year-on-year
-10.00% +40.35%

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 Processes & Methodologies 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
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 26 February 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 - 5 £400 -
Stirling - 1 £425 -
Data Integration
UK

Data Integration
Top 30 Related IT Skills in Scotland

For the 6 months to 26 February 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 11 (50.00%) Data Warehouse
2 9 (40.91%) ETL
3 7 (31.82%) SQL Server
3 7 (31.82%) SQL Server Integration Services
4 6 (27.27%) Business Intelligence
5 5 (22.73%) Data Modelling
5 5 (22.73%) SQL Server Reporting Services
5 5 (22.73%) Data Management
5 5 (22.73%) Data Architecture
6 4 (18.18%) QlikView
6 4 (18.18%) Analytics
6 4 (18.18%) SQL Server 2014
6 4 (18.18%) Agile Software Development
6 4 (18.18%) Oracle
6 4 (18.18%) BusinessObjects
7 3 (13.64%) Microsoft
7 3 (13.64%) Finance
7 3 (13.64%) Migration
7 3 (13.64%) Relational Database
7 3 (13.64%) Apache Spark
7 3 (13.64%) SDLC
7 3 (13.64%) ETL Development
7 3 (13.64%) MongoDB
7 3 (13.64%) NoSQL
7 3 (13.64%) Data Visualisation
7 3 (13.64%) Tableau
7 3 (13.64%) Visualisation
8 2 (9.09%) Talend Open Studio
8 2 (9.09%) Open Source
8 2 (9.09%) SaaS

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 (13.64%) Apache Spark
2 2 (9.09%) SAS
Applications
1 1 (4.55%) Weka
Business Applications
1 2 (9.09%) Maximo
Cloud Services
1 2 (9.09%) SaaS
Database & Business Intelligence
1 11 (50.00%) Data Warehouse
2 7 (31.82%) SQL Server
2 7 (31.82%) SQL Server Integration Services
3 5 (22.73%) SQL Server Reporting Services
4 4 (18.18%) BusinessObjects
4 4 (18.18%) QlikView
4 4 (18.18%) SQL Server 2014
5 3 (13.64%) MongoDB
5 3 (13.64%) NoSQL
5 3 (13.64%) Relational Database
6 2 (9.09%) Apache Cassandra
6 2 (9.09%) Ingres
6 2 (9.09%) MySQL
6 2 (9.09%) Snowflake Schema
6 2 (9.09%) SQL Server 2012
6 2 (9.09%) SQL Server 2016
6 2 (9.09%) SQL Server Analysis Services
7 1 (4.55%) GIS
7 1 (4.55%) RDBMS
7 1 (4.55%) SAS EBI
Development Applications
1 2 (9.09%) Talend Open Studio
General
1 3 (13.64%) Finance
2 1 (4.55%) Legal
2 1 (4.55%) Multimedia
2 1 (4.55%) Retail
Job Titles
1 8 (36.36%) Architect
2 7 (31.82%) Data Architect
2 7 (31.82%) Developer
3 3 (13.64%) ETL Developer
3 3 (13.64%) Project Manager
3 3 (13.64%) SQL Developer
3 3 (13.64%) SQL Server Developer
4 2 (9.09%) Cloud Architect
4 2 (9.09%) Cloud Solutions Architect
4 2 (9.09%) Lead Data Architect
4 2 (9.09%) Solutions Architect
4 2 (9.09%) SSIS Developer
4 2 (9.09%) SSRS Developer
5 1 (4.55%) Big Data Architect
5 1 (4.55%) Cassandra Architect
5 1 (4.55%) Data Engineer
5 1 (4.55%) ETL Tester
5 1 (4.55%) SaaS Architect
5 1 (4.55%) Senior Integration Architect
5 1 (4.55%) Senior Programme Analyst
Libraries, Frameworks & Software Standards
1 1 (4.55%) AngularJS
1 1 (4.55%) CSS
1 1 (4.55%) CSS3
1 1 (4.55%) D3.js
1 1 (4.55%) HTML
1 1 (4.55%) HTML5
1 1 (4.55%) Web Services
Miscellaneous
1 2 (9.09%) Analytical Skills
1 2 (9.09%) Management Information System
2 1 (4.55%) Social Media
Processes & Methodologies
1 9 (40.91%) ETL
2 6 (27.27%) Business Intelligence
3 5 (22.73%) Data Architecture
3 5 (22.73%) Data Management
3 5 (22.73%) Data Modelling
4 4 (18.18%) Agile Software Development
4 4 (18.18%) Analytics
5 3 (13.64%) Data Visualisation
5 3 (13.64%) ETL Development
5 3 (13.64%) Migration
5 3 (13.64%) SDLC
5 3 (13.64%) Visualisation
6 2 (9.09%) Asset Management
6 2 (9.09%) Data Mapping
6 2 (9.09%) Document Management
6 2 (9.09%) Kimball Methodology
6 2 (9.09%) Machine Learning
6 2 (9.09%) Mentoring
6 2 (9.09%) Open Source
6 2 (9.09%) Scrum
Programming Languages
1 1 (4.55%) Python
1 1 (4.55%) R
1 1 (4.55%) SQL
Qualifications
1 1 (4.55%) Degree
1 1 (4.55%) Oracle Certification
1 1 (4.55%) Postgraduate
Quality Assurance & Compliance
1 2 (9.09%) Disclosure Scotland
Vendors
1 4 (18.18%) Oracle
2 3 (13.64%) Microsoft
2 3 (13.64%) Tableau
3 2 (9.09%) Alteryx
3 2 (9.09%) IBM
3 2 (9.09%) Informatica
3 2 (9.09%) MicroStrategy
3 2 (9.09%) Talend
4 1 (4.55%) RapidMiner
4 1 (4.55%) Salesforce.com