Period
to 17 September 2019

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 6 months to 17 September 2019 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
6 months to
17 Sep 2019
Same period 2018 Same period 2017
Rank 88 89 66
Rank change year-on-year +1 -23 -12
Contract jobs citing Data Warehouse 21 32 33
As % of all contract IT jobs advertised in Glasgow 1.49% 1.80% 2.42%
As % of the Database & Business Intelligence category 5.50% 6.21% 9.04%
Number of daily rates quoted 11 20 17
Glasgow median daily rate £450 £375 £400
Median daily rate % change year-on-year +20.00% -6.25% -
10th Percentile £278 £318 £328
90th Percentile £600 £445 £527
Scotland median daily rate £438 £405 £413
% change year-on-year +8.02% -1.82% +3.13%
Number of hourly rates quoted 0 2 0
Glasgow median hourly rate - £10.20 -
Scotland median hourly rate - £10.20 -

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

All Database and Business Intelligence Skills
Glasgow
Contract vacancies with a requirement for database or business intelligence skills 382 515 365
As % of all contract IT jobs advertised in Glasgow 27.03% 28.92% 26.76%
Number of daily rates quoted 214 284 178
Glasgow median daily rate £450 £425 £380
Median daily rate % change year-on-year +5.88% +11.84% +8.57%
10th Percentile £313 £319 £296
90th Percentile £575 £550 £500
Scotland median daily rate £430 £411 £388
% change year-on-year +4.56% +6.13% +10.71%
Number of hourly rates quoted 7 4 8
Glasgow median hourly rate £25.00 £21.45 £107.00
Median hourly rate % change year-on-year +16.54% -79.95% +140.45%
10th Percentile £9.76 £10.06 £12.77
90th Percentile £35.00 £34.63 £195.00
Scotland median hourly rate £25.00 £16.25 £43.39
% change year-on-year +53.85% -62.55% +20.53%

Data Warehouse
Job Vacancy Trend in Glasgow

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Glasgow.

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 6 months to 17 September 2019.

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 17 September 2019, IT contractor jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Glasgow region with a requirement for Data Warehouse.

1 9 (42.86%) Migration
2 8 (38.10%) SQL
2 8 (38.10%) Business Intelligence
3 7 (33.33%) Data Modelling
3 7 (33.33%) Agile Software Development
3 7 (33.33%) Big Data
4 6 (28.57%) Data Management
4 6 (28.57%) Oracle
4 6 (28.57%) SQL Server
4 6 (28.57%) Crystal Reports
5 5 (23.81%) Quality Management
5 5 (23.81%) NoSQL
5 5 (23.81%) Data Quality
5 5 (23.81%) Analytics
5 5 (23.81%) Data Migration
6 4 (19.05%) QlikView
6 4 (19.05%) Data Architecture
6 4 (19.05%) Hadoop
6 4 (19.05%) Tableau
6 4 (19.05%) DevOps
6 4 (19.05%) Data Lake
6 4 (19.05%) Technical Leadership
6 4 (19.05%) Finance
6 4 (19.05%) Data Analysis
6 4 (19.05%) Banking
6 4 (19.05%) IBM
6 4 (19.05%) BusinessObjects
6 4 (19.05%) Unix
7 3 (14.29%) Investment Banking
7 3 (14.29%) Technical Architecture

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 2 (9.52%) Apache
1 2 (9.52%) Apache Spark
2 1 (4.76%) Tomcat
Applications
1 1 (4.76%) Microsoft Office
Business Applications
1 1 (4.76%) Oracle EBS
Cloud Services
1 3 (14.29%) Azure
2 2 (9.52%) Azure Data Factory
3 1 (4.76%) Office 365
Communications & Networking
1 2 (9.52%) DNS
1 2 (9.52%) Internet
2 1 (4.76%) DHCP
2 1 (4.76%) Firewall
Database & Business Intelligence
1 7 (33.33%) Big Data
2 6 (28.57%) Crystal Reports
2 6 (28.57%) SQL Server
3 5 (23.81%) NoSQL
4 4 (19.05%) BusinessObjects
4 4 (19.05%) Data Lake
4 4 (19.05%) Hadoop
4 4 (19.05%) QlikView
5 2 (9.52%) Azure SQL Data Warehouse
5 2 (9.52%) Cosmos DB
5 2 (9.52%) RDBMS
5 2 (9.52%) Relational Database
6 1 (4.76%) Enterprise Data Warehouse
6 1 (4.76%) Oracle Exadata
6 1 (4.76%) PowerCenter
6 1 (4.76%) SAP BW
6 1 (4.76%) SQL Server Analysis Services
6 1 (4.76%) SQL Server Integration Services
Development Applications
1 1 (4.76%) Bitbucket
1 1 (4.76%) Git (software)
1 1 (4.76%) Jenkins
1 1 (4.76%) Maven
General
1 4 (19.05%) Banking
1 4 (19.05%) Finance
2 3 (14.29%) Investment Banking
3 2 (9.52%) Public Sector
Job Titles
1 8 (38.10%) Architect
2 6 (28.57%) Analyst
2 6 (28.57%) Data Architect
3 4 (19.05%) Data Analyst
4 2 (9.52%) Data Engineer
4 2 (9.52%) Data Modeller
4 2 (9.52%) Developer
4 2 (9.52%) Enterprise Architect
4 2 (9.52%) Enterprise Data Architect
4 2 (9.52%) Report Analyst
4 2 (9.52%) Solutions Architect
5 1 (4.76%) Azure Engineer
5 1 (4.76%) Big Data Architect
5 1 (4.76%) Big Data Solutions Architect
5 1 (4.76%) Business Data Analyst
5 1 (4.76%) Data Migration Architect
5 1 (4.76%) Data Steward
5 1 (4.76%) DevOps Engineer
5 1 (4.76%) Migration Architect
5 1 (4.76%) SQL Analyst
Libraries, Frameworks & Software Standards
1 2 (9.52%) Velocity
2 1 (4.76%) Kafka
2 1 (4.76%) LDAP
Miscellaneous
1 2 (9.52%) Analytical Skills
1 2 (9.52%) Internet of Things
2 1 (4.76%) Management Information System
Operating Systems
1 4 (19.05%) Unix
2 2 (9.52%) Linux
3 1 (4.76%) Solaris
Processes & Methodologies
1 9 (42.86%) Migration
2 8 (38.10%) Business Intelligence
3 7 (33.33%) Agile Software Development
3 7 (33.33%) Data Modelling
4 6 (28.57%) Data Management
5 5 (23.81%) Analytics
5 5 (23.81%) Data Migration
5 5 (23.81%) Quality Management
6 4 (19.05%) Data Analysis
6 4 (19.05%) Data Architecture
6 4 (19.05%) DevOps
6 4 (19.05%) Technical Leadership
7 3 (14.29%) Data Governance
7 3 (14.29%) Enterprise Architecture
7 3 (14.29%) Master Data Management
7 3 (14.29%) Technical Architecture
7 3 (14.29%) Visualisation
7 3 (14.29%) Web Application Development
8 2 (9.52%) ArchiMate
8 2 (9.52%) Data Science
Programming Languages
1 8 (38.10%) SQL
2 2 (9.52%) Java
3 1 (4.76%) PL/SQL
3 1 (4.76%) Python
Qualifications
1 1 (4.76%) BPSS Clearance
Quality Assurance & Compliance
1 5 (23.81%) Data Quality
2 1 (4.76%) GDPR
System Software
1 1 (4.76%) Active Directory
Vendors
1 6 (28.57%) Oracle
2 4 (19.05%) IBM
2 4 (19.05%) Tableau
3 2 (9.52%) Databricks
3 2 (9.52%) Informatica
3 2 (9.52%) Microsoft
3 2 (9.52%) MicroStrategy
3 2 (9.52%) Netezza
4 1 (4.76%) SAP
4 1 (4.76%) Splunk
4 1 (4.76%) Sybase
4 1 (4.76%) Talend