The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Warehousing
Scotland / Glasgow
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 50 43 41
Rank change year-on-year -7 -2  
Contract jobs citing Data Warehouse 13 29 33
As % of all contract IT jobs advertised in Glasgow 1.95% 4.14% 3.66%
As % of the Database & Business Intelligence category 7.34% 15.18% 15.07%
Number of daily rates quoted 9 16 18
Median daily rate £400 £400 £313
Median daily rate % change year-on-year - +28.00%  
90% offered a daily rate of more than £360 £338 £246
10% offered a daily rate of more than £521 £463 £450
UK excluding London median daily rate £400 £410 £375
% change year-on-year -2.43% +9.33%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £52.00 £20.50 £31.50
% change year-on-year +153.65% -34.92%  

Data Warehouse is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
Glasgow
Contract job vacancies with a requirement for database and business intelligence skills 177 191 219
As % of all contract IT job vacancies advertised in Glasgow 26.62% 27.25% 24.31%
Number of daily rates quoted 86 124 110
Median daily rate £375 £350 £353
Median daily rate % change year-on-year +7.14% -0.70%  
90% offered a daily rate of more than £300 £290 £288
10% offered a daily rate of more than £491 £425 £424
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 2 0 1
Median hourly rate £190.00 - £65.00
UK excluding London median hourly rate £38.00 £30.50 £26.00
% change year-on-year +24.59% +17.30%  

Data Warehouse
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Data Warehouse as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Warehouse in Glasgow

Data Warehouse
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Data Warehouse in Glasgow

Data Warehouse
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Data Warehouse in Glasgow over the 3 months to 26 June 2017.

Contractor daily rate histogram for Data Warehouse in Glasgow

Data Warehouse
Contractor Hourly Rate Trend in Glasgow

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Warehouse in Glasgow.

Contractor hourly rate trend for Data Warehouse in Glasgow

For the 6 months to 26 June 2017, IT contractor jobs citing Data Warehouse 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 Warehouse.

1 21 (55.26%) SQL Server
2 14 (36.84%) Microsoft
3 12 (31.58%) Business Intelligence
3 12 (31.58%) SQL Server Reporting Services
3 12 (31.58%) SQL Server Integration Services
4 11 (28.95%) Finance
4 11 (28.95%) MVC
5 10 (26.32%) SQL
6 9 (23.68%) ETL
7 8 (21.05%) C#
7 8 (21.05%) ASP.NET
7 8 (21.05%) .NET
7 8 (21.05%) ASP.NET MVC
8 7 (18.42%) Back Office
9 6 (15.79%) Microsoft Azure
9 6 (15.79%) Credit Risk
10 5 (13.16%) Data Integration
10 5 (13.16%) SQL Server 2016
11 4 (10.53%) SQL Server 2014
11 4 (10.53%) Logical Data Model
11 4 (10.53%) ASP.NET Web API
11 4 (10.53%) Change Management
11 4 (10.53%) Stakeholder Management
11 4 (10.53%) WinForms
11 4 (10.53%) Data Modelling
11 4 (10.53%) Microsoft Excel
11 4 (10.53%) Degree
11 4 (10.53%) SQL Server Analysis Services
11 4 (10.53%) Agile Software Development
12 3 (7.89%) Migration

Data Warehouse
Co-occurring 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 1 (2.63%) JBoss
1 1 (2.63%) Oracle Application Server
Applications
1 4 (10.53%) Microsoft Excel
Business Applications
1 2 (5.26%) Cognos Business Intelligence
Cloud Services
1 6 (15.79%) Microsoft Azure
Database & Business Intelligence
1 21 (55.26%) SQL Server
2 12 (31.58%) SQL Server Integration Services
2 12 (31.58%) SQL Server Reporting Services
3 5 (13.16%) SQL Server 2016
4 4 (10.53%) SQL Server 2014
4 4 (10.53%) SQL Server Analysis Services
5 3 (7.89%) MS Access
5 3 (7.89%) Relational Database
5 3 (7.89%) SQL Server 2012
6 2 (5.26%) Cognos Framework Manager
6 2 (5.26%) RDBMS
6 2 (5.26%) Snowflake Schema
7 1 (2.63%) Azure SQL Data Warehouse
7 1 (2.63%) BusinessObjects
7 1 (2.63%) DataStage
7 1 (2.63%) Enterprise Data Warehouse
7 1 (2.63%) IBM BigInsights
7 1 (2.63%) IBM InfoSphere
7 1 (2.63%) Oracle Database 12c
7 1 (2.63%) Power BI
Development Applications
1 2 (5.26%) Git (software)
2 1 (2.63%) Artifactory
2 1 (2.63%) Bitbucket
2 1 (2.63%) Jenkins
2 1 (2.63%) Maven
2 1 (2.63%) Sonatype Nexus
2 1 (2.63%) Subversion
2 1 (2.63%) Talend Open Studio
2 1 (2.63%) Team Foundation Server
2 1 (2.63%) TeamCity
General
1 11 (28.95%) Finance
2 7 (18.42%) Back Office
3 2 (5.26%) Banking
3 2 (5.26%) Manufacturing
4 1 (2.63%) Investment Banking
Job Titles
1 19 (50.00%) Developer
2 7 (18.42%) .NET Developer
3 5 (13.16%) Project Manager
4 4 (10.53%) SQL Developer
5 3 (7.89%) Analyst
5 3 (7.89%) DBA
5 3 (7.89%) ETL Developer
6 2 (5.26%) Administrator
6 2 (5.26%) Architect
6 2 (5.26%) Azure Developer
6 2 (5.26%) Business Analyst
6 2 (5.26%) Business Intelligence Developer
6 2 (5.26%) Data Architect
6 2 (5.26%) Project Leader
6 2 (5.26%) SQL DBA
6 2 (5.26%) SQL Server DBA
6 2 (5.26%) SQL Server Developer
6 2 (5.26%) Technical Analyst
6 2 (5.26%) Technical Business Analyst
7 1 (2.63%) Migration Manager
Libraries, Frameworks & Software Standards
1 8 (21.05%) .NET
1 8 (21.05%) ASP.NET
1 8 (21.05%) ASP.NET MVC
2 4 (10.53%) ASP.NET Web API
2 4 (10.53%) WinForms
3 3 (7.89%) Apache Cordova
3 3 (7.89%) CSS
3 3 (7.89%) CSS3
3 3 (7.89%) HTML
3 3 (7.89%) HTML5
3 3 (7.89%) PhoneGap
3 3 (7.89%) Web Services
4 1 (2.63%) OC4J
4 1 (2.63%) XML
Miscellaneous
1 6 (15.79%) Credit Risk
2 3 (7.89%) FMCG
3 2 (5.26%) Hedge funds
4 1 (2.63%) Enterprise Software
4 1 (2.63%) iSeries
4 1 (2.63%) Management Information System
4 1 (2.63%) Mobile App
Operating Systems
1 2 (5.26%) Linux
1 2 (5.26%) Unix
2 1 (2.63%) AIX
2 1 (2.63%) Tru64
Processes & Methodologies
1 12 (31.58%) Business Intelligence
2 11 (28.95%) MVC
3 9 (23.68%) ETL
4 5 (13.16%) Data Integration
5 4 (10.53%) Agile Software Development
5 4 (10.53%) Change Management
5 4 (10.53%) Data Modelling
5 4 (10.53%) Logical Data Model
5 4 (10.53%) Stakeholder Management
6 3 (7.89%) Data Governance
6 3 (7.89%) Data Management
6 3 (7.89%) Data Migration
6 3 (7.89%) Data Security
6 3 (7.89%) ERP
6 3 (7.89%) Master Data Management
6 3 (7.89%) Migration
6 3 (7.89%) Project Management
6 3 (7.89%) Stakeholder Engagement
6 3 (7.89%) Workflow
7 2 (5.26%) Database Tuning
Programming Languages
1 10 (26.32%) SQL
2 8 (21.05%) C#
3 3 (7.89%) JavaScript
4 2 (5.26%) Java
4 2 (5.26%) PL/SQL
5 1 (2.63%) Bash Shell
5 1 (2.63%) PowerShell
5 1 (2.63%) Python
5 1 (2.63%) T-SQL
5 1 (2.63%) VB.NET
5 1 (2.63%) VBA
Qualifications
1 4 (10.53%) Degree
2 1 (2.63%) PMI Certification
2 1 (2.63%) PMP
Quality Assurance & Compliance
1 3 (7.89%) Basel III
2 2 (5.26%) PMO
3 1 (2.63%) Basel II
System Software
1 1 (2.63%) Oracle RAC
1 1 (2.63%) Tivoli Workload Scheduler
Systems Management
1 1 (2.63%) Ansible
1 1 (2.63%) Control-M
1 1 (2.63%) Enterprise Manager Cloud Control
1 1 (2.63%) Opscode Chef
1 1 (2.63%) Oracle RMAN
1 1 (2.63%) Puppet
1 1 (2.63%) Terraform
1 1 (2.63%) Tivoli
Vendors
1 14 (36.84%) Microsoft
2 3 (7.89%) Oracle
3 2 (5.26%) Cognos
4 1 (2.63%) CA
4 1 (2.63%) IBM
4 1 (2.63%) Informatica
4 1 (2.63%) MicroStrategy
4 1 (2.63%) Perforce
4 1 (2.63%) Talend
4 1 (2.63%) Twitter