The table below looks at the prevalence of the term Data Integration in IT contracts advertised for the Glasgow region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Integration over the 3 months to 24 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
24 Jan 2017
Same period 2016 Same period 2015
Data Integration
Scotland / Glasgow
Rank 42 59 -
Rank change year-on-year
+17 -
Contract jobs citing Data Integration 6 1 0
As % of all contract IT jobs located in Glasgow 1.21% 0.15% -
As % of the Miscellaneous category 3.30% 0.51% -
Number of daily rates quoted 3 0 0
Median daily rate £400 - -
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 Glasgow region.

Miscellaneous Category
Glasgow
Contract IT job ads with a match in the
Miscellaneous category
182 195 159
As % of all contract IT jobs located in Glasgow 36.77% 29.32% 21.66%
Number of daily rates quoted 93 114 92
Median daily rate £375 £300 £311
Median daily rate % change year-on-year
+25.00% -3.61%
90% offered a daily rate of more than £125 £130 £113
10% offered a daily rate of more than £475 £500 £475
UK excluding London median daily rate £388 £375 £365
% change year-on-year
+3.33% +2.73%
Number of hourly rates quoted 1 1 2
Median hourly rate £11.33 £49.41 £15.77
Median hourly rate % change year-on-year
-77.06% +213.31%
UK excluding London median hourly rate £18.50 £21.50 £17.50
% change year-on-year
-13.95% +22.85%

Data Integration
Jobs Demand Trend in Glasgow

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

Data Integration Jobs Demand Trend in Glasgow

Data Integration
Daily Rate Trend in Glasgow

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

Data Integration Daily Rate Trend in Glasgow

Data Integration
Top 30 Related IT Skills in Glasgow

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

1 9 (69.23%) ETL
2 8 (61.54%) Data Warehouse
2 8 (61.54%) SQL Server Integration Services
3 7 (53.85%) SQL Server
4 5 (38.46%) SQL Server Reporting Services
5 4 (30.77%) Data Management
5 4 (30.77%) SQL Server 2014
6 3 (23.08%) ETL Development
6 3 (23.08%) Apache Spark
6 3 (23.08%) Microsoft
6 3 (23.08%) BusinessObjects
6 3 (23.08%) MongoDB
6 3 (23.08%) NoSQL
6 3 (23.08%) QlikView
6 3 (23.08%) Data Architecture
6 3 (23.08%) Tableau
7 2 (15.38%) Data Visualisation
7 2 (15.38%) Machine Learning
7 2 (15.38%) Talend
7 2 (15.38%) SQL Server 2012
7 2 (15.38%) Kimball Methodology
7 2 (15.38%) Alteryx
7 2 (15.38%) Relational Database
7 2 (15.38%) Mentoring
7 2 (15.38%) Talend Open Studio
7 2 (15.38%) Visualisation
7 2 (15.38%) Unit Testing
7 2 (15.38%) SQL Server Analysis Services
7 2 (15.38%) Data Mapping
7 2 (15.38%) Apache Cassandra

Data Integration
Top Related IT Skills in Glasgow 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 (23.08%) Apache Spark
2 1 (7.69%) SAS
Applications
1 1 (7.69%) Weka
Database & Business Intelligence
1 8 (61.54%) Data Warehouse
1 8 (61.54%) SQL Server Integration Services
2 7 (53.85%) SQL Server
3 5 (38.46%) SQL Server Reporting Services
4 4 (30.77%) SQL Server 2014
5 3 (23.08%) BusinessObjects
5 3 (23.08%) MongoDB
5 3 (23.08%) NoSQL
5 3 (23.08%) QlikView
6 2 (15.38%) Apache Cassandra
6 2 (15.38%) Ingres
6 2 (15.38%) MySQL
6 2 (15.38%) Relational Database
6 2 (15.38%) Snowflake Schema
6 2 (15.38%) SQL Server 2012
6 2 (15.38%) SQL Server 2016
6 2 (15.38%) SQL Server Analysis Services
7 1 (7.69%) Big Data
7 1 (7.69%) GIS
Development Applications
1 2 (15.38%) Talend Open Studio
General
1 1 (7.69%) Legal
1 1 (7.69%) Multimedia
Job Titles
1 6 (46.15%) Developer
2 4 (30.77%) Architect
2 4 (30.77%) Data Architect
3 3 (23.08%) ETL Developer
3 3 (23.08%) SQL Developer
3 3 (23.08%) SQL Server Developer
4 2 (15.38%) SSIS Developer
4 2 (15.38%) SSRS Developer
5 1 (7.69%) Big Data Architect
5 1 (7.69%) Cassandra Architect
5 1 (7.69%) Data Engineer
5 1 (7.69%) Data Warehouse Developer
5 1 (7.69%) Data Warehouse Specialist
5 1 (7.69%) ETL Tester
5 1 (7.69%) Lead Data Architect
5 1 (7.69%) NoSQL Architect
5 1 (7.69%) Technical Architect
5 1 (7.69%) Technical Leader
5 1 (7.69%) Tester
Libraries, Frameworks & Software Standards
1 1 (7.69%) D3.js
1 1 (7.69%) Web Services
Miscellaneous
1 2 (15.38%) Visualisation
2 1 (7.69%) Analytical Skills
2 1 (7.69%) Management Information System
2 1 (7.69%) Social Media
2 1 (7.69%) Statistics
Processes & Methodologies
1 9 (69.23%) ETL
2 4 (30.77%) Data Management
3 3 (23.08%) Data Architecture
3 3 (23.08%) ETL Development
4 2 (15.38%) Agile Software Development
4 2 (15.38%) Business Intelligence
4 2 (15.38%) Data Mapping
4 2 (15.38%) Data Modelling
4 2 (15.38%) Data Visualisation
4 2 (15.38%) Kimball Methodology
4 2 (15.38%) Machine Learning
4 2 (15.38%) Mentoring
4 2 (15.38%) Open Source
4 2 (15.38%) SDLC
4 2 (15.38%) Unit Testing
5 1 (7.69%) Analytics
5 1 (7.69%) Data Analysis
5 1 (7.69%) Data Analytics
5 1 (7.69%) Information Management
5 1 (7.69%) Scrum
Programming Languages
1 1 (7.69%) Python
1 1 (7.69%) R
1 1 (7.69%) SQL
Qualifications
1 1 (7.69%) Degree
1 1 (7.69%) Postgraduate
Quality Assurance & Compliance
1 2 (15.38%) Disclosure Scotland
Vendors
1 3 (23.08%) Microsoft
1 3 (23.08%) Tableau
2 2 (15.38%) Alteryx
2 2 (15.38%) MicroStrategy
2 2 (15.38%) Oracle
2 2 (15.38%) Talend
3 1 (7.69%) Cognos
3 1 (7.69%) RapidMiner
3 1 (7.69%) Salesforce.com