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 25 March 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.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Warehousing
Scotland / Glasgow
Rank 27 35 37
Rank change year-on-year +8 +2  
Contract jobs citing Data Warehouse 26 19 34
As % of all contract IT jobs advertised in Glasgow 4.97% 3.30% 4.15%
As % of the Database & Business Intelligence category 18.71% 18.27% 15.18%
Number of daily rates quoted 20 9 16
Median daily rate £350 £325 £383
Median daily rate % change year-on-year +7.69% -15.03%  
90% offered a daily rate of more than £327 £300 £263
10% offered a daily rate of more than £400 £415 £431
UK excluding London median daily rate £400 £413 £400
% change year-on-year -3.03% +3.12%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £35.00 £52.75 £34.00
% change year-on-year -33.64% +55.14%  

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 139 104 224
As % of all contract IT job vacancies advertised in Glasgow 26.58% 18.09% 27.35%
Number of daily rates quoted 67 52 130
Median daily rate £375 £348 £383
Median daily rate % change year-on-year +7.91% -9.15%  
90% offered a daily rate of more than £300 £242 £263
10% offered a daily rate of more than £425 £400 £450
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 4 0 2
Median hourly rate £16.61 - £33.75
90% offered a hourly rate of more than £15.89 - £32.50
10% offered a hourly rate of more than £17.39 - £35.00
UK excluding London median hourly rate £31.00 £32.50 £32.50
% change year-on-year -4.61% -  

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 25 March 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 hourly rates quoted in IT contractor jobs citing Data Warehouse in Glasgow.

Contractor hourly rate trend for Data Warehouse in Glasgow

Data Warehouse
Top 30 Related IT Skills in Glasgow

For the 6 months to 25 March 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 25 (48.08%) SQL Server
2 21 (40.38%) SQL
3 17 (32.69%) ETL
4 16 (30.77%) Business Intelligence
5 15 (28.85%) Finance
5 15 (28.85%) SQL Server Reporting Services
6 14 (26.92%) SQL Server Integration Services
7 11 (21.15%) Data Modelling
8 8 (15.38%) C#
8 8 (15.38%) .NET
8 8 (15.38%) ASP.NET
8 8 (15.38%) MVC
8 8 (15.38%) ASP.NET MVC
9 7 (13.46%) Logical Data Model
9 7 (13.46%) Law
9 7 (13.46%) Back Office
9 7 (13.46%) Microsoft
9 7 (13.46%) SQL Server Analysis Services
9 7 (13.46%) Banking
9 7 (13.46%) Data Management
10 6 (11.54%) User Acceptance Testing
10 6 (11.54%) Business Analysis
10 6 (11.54%) MS Excel
10 6 (11.54%) Oracle
10 6 (11.54%) Physical Data Model
10 6 (11.54%) Relational Database
10 6 (11.54%) Microsoft Azure
10 6 (11.54%) SQL Server 2014
11 5 (9.62%) SQL Server 2012
11 5 (9.62%) ETL Development

Data Warehouse
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 (5.77%) JBoss
1 3 (5.77%) Oracle Application Server
2 1 (1.92%) SAS
Applications
1 6 (11.54%) MS Excel
Cloud Services
1 6 (11.54%) Microsoft Azure
Communications & Networking
1 1 (1.92%) LAN
1 1 (1.92%) Wi-Fi
Database & Business Intelligence
1 25 (48.08%) SQL Server
2 15 (28.85%) SQL Server Reporting Services
3 14 (26.92%) SQL Server Integration Services
4 7 (13.46%) SQL Server Analysis Services
5 6 (11.54%) Relational Database
5 6 (11.54%) SQL Server 2014
6 5 (9.62%) SQL Server 2012
7 4 (7.69%) Oracle Database
7 4 (7.69%) SQL Server 2016
8 3 (5.77%) Enterprise Data Warehouse
8 3 (5.77%) Oracle Database 12c
8 3 (5.77%) RDBMS
9 2 (3.85%) BusinessObjects
9 2 (3.85%) Ingres
9 2 (3.85%) Microsoft Analysis Services
9 2 (3.85%) QlikView
10 1 (1.92%) IBM BigInsights
10 1 (1.92%) IBM InfoSphere
10 1 (1.92%) Power BI
10 1 (1.92%) QGIS
Development Applications
1 2 (3.85%) Visual Studio
2 1 (1.92%) Bitbucket
2 1 (1.92%) Git (software)
2 1 (1.92%) Talend Open Studio
General
1 15 (28.85%) Finance
2 7 (13.46%) Back Office
2 7 (13.46%) Banking
2 7 (13.46%) Law
3 3 (5.77%) Investment Banking
4 1 (1.92%) Front Office
4 1 (1.92%) Legal
Job Titles
1 21 (40.38%) Developer
2 7 (13.46%) .NET Developer
2 7 (13.46%) Analyst
3 5 (9.62%) SQL Developer
4 4 (7.69%) Business Analyst
4 4 (7.69%) ETL Developer
5 3 (5.77%) Data Business Analyst
5 3 (5.77%) Data Modeller
5 3 (5.77%) Data Warehouse Developer
5 3 (5.77%) DBA
5 3 (5.77%) Designer
5 3 (5.77%) Project Manager
5 3 (5.77%) Solutions Designer
5 3 (5.77%) SQL Server Developer
5 3 (5.77%) Team Leader
5 3 (5.77%) Technical Analyst
5 3 (5.77%) Technical Business Analyst
6 2 (3.85%) Consultant
6 2 (3.85%) SQL DBA
6 2 (3.85%) Technical Specialist
Libraries, Frameworks & Software Standards
1 8 (15.38%) .NET
1 8 (15.38%) ASP.NET
1 8 (15.38%) ASP.NET MVC
2 4 (7.69%) ASP.NET Web API
2 4 (7.69%) WinForms
3 3 (5.77%) Apache Cordova
3 3 (5.77%) CSS
3 3 (5.77%) CSS3
3 3 (5.77%) HTML
3 3 (5.77%) HTML5
3 3 (5.77%) OC4J
3 3 (5.77%) PhoneGap
3 3 (5.77%) Web Services
4 2 (3.85%) MDX
5 1 (1.92%) PostGIS
5 1 (1.92%) XML
Miscellaneous
1 4 (7.69%) Analytical Skills
1 4 (7.69%) Credit Risk
1 4 (7.69%) Management Information System
2 3 (5.77%) Enterprise Software
3 2 (3.85%) Data Centre
4 1 (1.92%) Hedge funds
4 1 (1.92%) iSeries
4 1 (1.92%) Mobile App
Operating Systems
1 3 (5.77%) AIX
1 3 (5.77%) Linux
1 3 (5.77%) Tru64
1 3 (5.77%) Unix
Processes & Methodologies
1 17 (32.69%) ETL
2 16 (30.77%) Business Intelligence
3 11 (21.15%) Data Modelling
4 8 (15.38%) MVC
5 7 (13.46%) Data Management
5 7 (13.46%) Logical Data Model
6 6 (11.54%) Business Analysis
6 6 (11.54%) Physical Data Model
6 6 (11.54%) User Acceptance Testing
7 5 (9.62%) Data Integration
7 5 (9.62%) ETL Development
7 5 (9.62%) Software Testing
8 4 (7.69%) Agile Software Development
8 4 (7.69%) Change Management
8 4 (7.69%) Master Data Management
8 4 (7.69%) Unit Testing
9 3 (5.77%) Data Governance
9 3 (5.77%) Data Security
9 3 (5.77%) SOA
9 3 (5.77%) Use Case
Programming Languages
1 21 (40.38%) SQL
2 8 (15.38%) C#
3 5 (9.62%) PL/SQL
4 4 (7.69%) T-SQL
5 3 (5.77%) JavaScript
6 1 (1.92%) Java
6 1 (1.92%) Python
6 1 (1.92%) VB.NET
6 1 (1.92%) VBA
Qualifications
1 1 (1.92%) Degree
1 1 (1.92%) Postgraduate
Quality Assurance & Compliance
1 3 (5.77%) Disclosure Scotland
1 3 (5.77%) QA
2 2 (3.85%) Data Quality
3 1 (1.92%) Basel II
3 1 (1.92%) Basel III
3 1 (1.92%) BS7666
System Software
1 3 (5.77%) Oracle RAC
Systems Management
1 3 (5.77%) Enterprise Manager Cloud Control
1 3 (5.77%) Oracle RMAN
Vendors
1 7 (13.46%) Microsoft
2 6 (11.54%) Oracle
3 4 (7.69%) Cognos
4 3 (5.77%) SAP
5 2 (3.85%) IBM
5 2 (3.85%) MicroStrategy
6 1 (1.92%) Perforce
6 1 (1.92%) Talend
6 1 (1.92%) Twitter
Glasgow, Lanarkshire
Harvey Nash plc
Rate: £350 - £400 per day
Posted: 4 days ago