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 3 December 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
3 Dec 2016
Same period 2015 Same period 2014
Data Integration
Rank 45 58 59
Rank change year-on-year
+13 +1
Contract jobs citing Data Integration 8 3 3
As % of all contract IT jobs located in Glasgow 1.56% 0.37% 0.41%
As % of the Miscellaneous category 3.79% 1.17% 1.69%
Number of daily rates quoted 3 2 0
Median daily rate £450 £463 -
Median daily rate % change year-on-year
-2.70% -
UK excluding London median daily rate £445 £450 £425
% change year-on-year
-1.11% +5.88%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £25.50 £45.00 £82.00
% change year-on-year
-43.33% -45.12%
Data Integration
Scotland

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
211 256 177
As % of all contract IT jobs located in Glasgow 41.05% 31.76% 24.15%
Number of daily rates quoted 116 144 96
Median daily rate £375 £338 £313
Median daily rate % change year-on-year
+11.11% +8.00%
90% offered a daily rate of more than £189 £149 £167
10% offered a daily rate of more than £450 £476 £452
UK excluding London median daily rate £377 £385 £363
% change year-on-year
-2.14% +6.20%
Number of hourly rates quoted 1 4 2
Median hourly rate £32.00 £19.75 £12.00
Median hourly rate % change year-on-year
+62.02% +64.58%
UK excluding London median hourly rate £18.75 £19.50 £16.84
% change year-on-year
-3.84% +15.79%

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 3 December 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 Glasgow region with a requirement for Data Integration.

1 10 (52.63%) SQL Server
1 10 (52.63%) ETL
2 9 (47.37%) Data Warehouse
3 7 (36.84%) Oracle
3 7 (36.84%) SQL Server Integration Services
4 6 (31.58%) Data Modelling
4 6 (31.58%) MongoDB
5 5 (26.32%) Data Architecture
5 5 (26.32%) Talend
5 5 (26.32%) Kimball Methodology
5 5 (26.32%) Relational Database
5 5 (26.32%) Business Intelligence
5 5 (26.32%) MicroStrategy
5 5 (26.32%) Talend Open Studio
5 5 (26.32%) Agile Software Development
6 4 (21.05%) Data Management
6 4 (21.05%) Scrum
6 4 (21.05%) Microsoft
6 4 (21.05%) Big Data
7 3 (15.79%) Tableau
7 3 (15.79%) NoSQL
7 3 (15.79%) Oracle Exadata
7 3 (15.79%) Oracle Database
7 3 (15.79%) Change Data Capture
7 3 (15.79%) Enterprise Software
7 3 (15.79%) Apache Spark
7 3 (15.79%) Logical Data Model
7 3 (15.79%) Physical Data Model
7 3 (15.79%) ETL Development
7 3 (15.79%) IBM PureData

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 (15.79%) Apache Spark
2 2 (10.53%) CMS
3 1 (5.26%) BizTalk Server
3 1 (5.26%) SAS
Applications
1 1 (5.26%) Weka
Business Applications
1 2 (10.53%) Dynamics CRM
Database & Business Intelligence
1 10 (52.63%) SQL Server
2 9 (47.37%) Data Warehouse
3 7 (36.84%) SQL Server Integration Services
4 6 (31.58%) MongoDB
5 5 (26.32%) Relational Database
6 4 (21.05%) Big Data
7 3 (15.79%) BusinessObjects
7 3 (15.79%) DB2
7 3 (15.79%) IBM PureData
7 3 (15.79%) NoSQL
7 3 (15.79%) Oracle Database
7 3 (15.79%) Oracle Exadata
7 3 (15.79%) Oracle Reports
7 3 (15.79%) PostgreSQL
7 3 (15.79%) QlikView
7 3 (15.79%) RDBMS
7 3 (15.79%) SQL Server Reporting Services
8 2 (10.53%) MySQL
8 2 (10.53%) Snowflake Schema
8 2 (10.53%) SQL Server 2014
Development Applications
1 5 (26.32%) Talend Open Studio
General
1 1 (5.26%) Finance
1 1 (5.26%) Legal
1 1 (5.26%) Multimedia
Job Titles
1 8 (42.11%) Architect
1 8 (42.11%) Data Architect
2 4 (21.05%) Data Modeller
2 4 (21.05%) Developer
3 2 (10.53%) SSIS Developer
3 2 (10.53%) SSRS Developer
4 1 (5.26%) Big Data Architect
4 1 (5.26%) Cassandra Architect
4 1 (5.26%) Data Consultant
4 1 (5.26%) Data Engineer
4 1 (5.26%) Data Integration Consultant
4 1 (5.26%) Data Warehouse Developer
4 1 (5.26%) Data Warehouse Specialist
4 1 (5.26%) ETL Developer
4 1 (5.26%) ETL Tester
4 1 (5.26%) Integration Consultant
4 1 (5.26%) Lead Data Architect
4 1 (5.26%) SQL Developer
4 1 (5.26%) SQL Server Developer
4 1 (5.26%) Technical Leader
Libraries, Frameworks & Software Standards
1 1 (5.26%) D3.js
1 1 (5.26%) Drools
1 1 (5.26%) RabbitMQ
1 1 (5.26%) Web Services
Miscellaneous
1 3 (15.79%) Enterprise Software
2 2 (10.53%) Visualisation
3 1 (5.26%) Analytical Skills
3 1 (5.26%) Management Information System
3 1 (5.26%) Social Media
3 1 (5.26%) Statistics
Processes & Methodologies
1 10 (52.63%) ETL
2 6 (31.58%) Data Modelling
3 5 (26.32%) Agile Software Development
3 5 (26.32%) Business Intelligence
3 5 (26.32%) Data Architecture
3 5 (26.32%) Kimball Methodology
4 4 (21.05%) Data Management
4 4 (21.05%) Scrum
5 3 (15.79%) Change Data Capture
5 3 (15.79%) ETL Development
5 3 (15.79%) Kanban
5 3 (15.79%) Logical Data Model
5 3 (15.79%) Physical Data Model
6 2 (10.53%) CRM
6 2 (10.53%) Data Mapping
6 2 (10.53%) Data Visualisation
6 2 (10.53%) Machine Learning
6 2 (10.53%) Mentoring
6 2 (10.53%) SDLC
6 2 (10.53%) Unit Testing
Programming Languages
1 2 (10.53%) SQL
2 1 (5.26%) Java
2 1 (5.26%) Python
2 1 (5.26%) R
Qualifications
1 1 (5.26%) Degree
1 1 (5.26%) Postgraduate
1 1 (5.26%) Security Cleared
Quality Assurance & Compliance
1 2 (10.53%) Disclosure Scotland
Vendors
1 7 (36.84%) Oracle
2 5 (26.32%) MicroStrategy
2 5 (26.32%) Talend
3 4 (21.05%) Microsoft
4 3 (15.79%) IBM
4 3 (15.79%) Netezza
4 3 (15.79%) Salesforce.com
4 3 (15.79%) Tableau
5 2 (10.53%) Alteryx
5 2 (10.53%) Infor
6 1 (5.26%) Cognos
6 1 (5.26%) MuleSoft
6 1 (5.26%) RapidMiner