Period
to 25 February 2020

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 25 February 2020 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
25 Feb 2020
Same period 2019 Same period 2018
Rank 68 67 63
Rank change year-on-year -1 -4 -31
Contract jobs citing Data Warehouse 24 46 27
As % of all contract IT jobs advertised in Glasgow 1.94% 3.13% 2.31%
As % of the Database & Business Intelligence category 8.82% 13.94% 10.38%
Number of daily rates quoted 15 30 19
Glasgow median daily rate £325 £375 £400
Median daily rate % change year-on-year -13.33% -6.25% +6.67%
10th Percentile £269 £313 £313
90th Percentile £533 £461 £540
Scotland median daily rate £450 £406 £400
% change year-on-year +10.77% +1.56% +6.67%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - £11.00 -

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 272 330 260
As % of all contract IT jobs advertised in Glasgow 21.94% 22.42% 22.22%
Number of daily rates quoted 163 214 161
Glasgow median daily rate £450 £400 £375
Median daily rate % change year-on-year +12.50% +6.67% +4.17%
10th Percentile £313 £310 £286
90th Percentile £588 £538 £462
Scotland median daily rate £438 £400 £388
% change year-on-year +9.38% +3.23% +10.71%
Number of hourly rates quoted 2 3 4
Glasgow median hourly rate £16.18 £12.50 £18.83
Median hourly rate % change year-on-year +29.42% -33.60% +8.69%
10th Percentile £12.82 £12.25 £11.59
90th Percentile £19.68 £12.75 £25.00
Scotland median hourly rate £35.00 £14.00 £24.00
% change year-on-year +150.00% -41.67% -44.51%

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 25 February 2020.

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 25 February 2020, 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 19 (79.17%) Business Intelligence
2 15 (62.50%) SQL Server
3 12 (50.00%) SQL
4 11 (45.83%) Public Sector
5 10 (41.67%) Microsoft
6 8 (33.33%) Data Modelling
6 8 (33.33%) Agile Software Development
6 8 (33.33%) Data Management
6 8 (33.33%) Data Architecture
7 7 (29.17%) Azure
7 7 (29.17%) SQL Server Integration Services
7 7 (29.17%) Oracle
8 6 (25.00%) ETL
8 6 (25.00%) Migration
9 5 (20.83%) IBM
9 5 (20.83%) SQL Server Analysis Services
9 5 (20.83%) Performance Tuning
9 5 (20.83%) Performance Monitoring
9 5 (20.83%) Analytical Skills
9 5 (20.83%) Power BI
9 5 (20.83%) Power Platform
10 4 (16.67%) Data Lake
10 4 (16.67%) Oracle Database
10 4 (16.67%) Data Visualisation
10 4 (16.67%) Relational Database
10 4 (16.67%) Analytics
10 4 (16.67%) QlikView
10 4 (16.67%) Data Integration
10 4 (16.67%) Visualisation
10 4 (16.67%) Tableau

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:

Applications
1 2 (8.33%) MS Visio
Cloud Services
1 7 (29.17%) Azure
2 5 (20.83%) Power Platform
3 2 (8.33%) Azure Data Factory
Database & Business Intelligence
1 15 (62.50%) SQL Server
2 7 (29.17%) SQL Server Integration Services
3 5 (20.83%) Power BI
3 5 (20.83%) SQL Server Analysis Services
4 4 (16.67%) BusinessObjects
4 4 (16.67%) Crystal Reports
4 4 (16.67%) Data Lake
4 4 (16.67%) Oracle Database
4 4 (16.67%) QlikView
4 4 (16.67%) RDBMS
4 4 (16.67%) Relational Database
5 3 (12.50%) Enterprise Data Warehouse
5 3 (12.50%) OLAP
5 3 (12.50%) OLTP
5 3 (12.50%) SQL Server Reporting Services
6 2 (8.33%) Big Data
6 2 (8.33%) Data Mining
6 2 (8.33%) DataStage
6 2 (8.33%) GIS
6 2 (8.33%) Oracle Database 10g
Development Applications
1 2 (8.33%) ERwin
1 2 (8.33%) Toad
General
1 11 (45.83%) Public Sector
2 3 (12.50%) Finance
Job Titles
1 9 (37.50%) Developer
2 7 (29.17%) Architect
2 7 (29.17%) Data Architect
3 6 (25.00%) SQL Developer
4 4 (16.67%) Analyst
4 4 (16.67%) Data Analyst
5 3 (12.50%) Business Intelligence Developer
6 2 (8.33%) Data Modeller
6 2 (8.33%) DBA
6 2 (8.33%) Enterprise Architect
6 2 (8.33%) Enterprise Data Architect
6 2 (8.33%) Head of Business Intelligence
6 2 (8.33%) Solutions Architect
6 2 (8.33%) Technical Architect
6 2 (8.33%) Technical Solutions Architect
7 1 (4.17%) Database Developer
7 1 (4.17%) Oracle Developer
7 1 (4.17%) PL/SQL Developer
7 1 (4.17%) Report Analyst
7 1 (4.17%) SQL Database Developer
Libraries, Frameworks & Software Standards
1 2 (8.33%) XML
Miscellaneous
1 5 (20.83%) Analytical Skills
2 2 (8.33%) Enterprise Software
Operating Systems
1 2 (8.33%) Linux
1 2 (8.33%) Solaris
1 2 (8.33%) Unix
1 2 (8.33%) Windows
Processes & Methodologies
1 19 (79.17%) Business Intelligence
2 8 (33.33%) Agile Software Development
2 8 (33.33%) Data Architecture
2 8 (33.33%) Data Management
2 8 (33.33%) Data Modelling
3 6 (25.00%) ETL
3 6 (25.00%) Migration
4 5 (20.83%) Performance Monitoring
4 5 (20.83%) Performance Tuning
5 4 (16.67%) Analytics
5 4 (16.67%) Data Governance
5 4 (16.67%) Data Integration
5 4 (16.67%) Data Visualisation
5 4 (16.67%) Quality Management
5 4 (16.67%) TOGAF
5 4 (16.67%) Visualisation
6 3 (12.50%) Database Optimisation
7 2 (8.33%) Data Engineering
7 2 (8.33%) Data Strategy
7 2 (8.33%) Master Data Management
Programming Languages
1 12 (50.00%) SQL
2 3 (12.50%) PL/SQL
3 2 (8.33%) T-SQL
Qualifications
1 4 (16.67%) Degree
2 1 (4.17%) Microsoft Certification
Quality Assurance & Compliance
1 4 (16.67%) Data Quality
Systems Management
1 2 (8.33%) Oracle RMAN
Vendors
1 10 (41.67%) Microsoft
2 7 (29.17%) Oracle
3 5 (20.83%) IBM
4 4 (16.67%) Tableau