Period
to 21 November 2017

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 21 November 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
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 65 37 29
Rank change year-on-year -28 -8 +24
Contract jobs citing Data Warehouse 31 49 86
As % of all contract IT jobs advertised in Glasgow 2.38% 4.39% 5.06%
As % of the Database & Business Intelligence category 9.20% 16.07% 19.86%
Number of daily rates quoted 16 29 54
Glasgow median daily rate £413 £400 £343
Median daily rate % change year-on-year +3.13% +16.79% +3.79%
10th Percentile £314 £323 £263
90th Percentile £538 £525 £525
Scotland median daily rate £413 £400 £381
% change year-on-year +3.13% +4.92% +0.33%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

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 337 305 433
As % of all contract IT jobs advertised in Glasgow 25.92% 27.33% 25.49%
Number of daily rates quoted 177 156 227
Glasgow median daily rate £380 £368 £338
Median daily rate % change year-on-year +3.40% +8.89% -3.57%
10th Percentile £289 £262 £213
90th Percentile £500 £475 £468
Scotland median daily rate £393 £350 £375
% change year-on-year +12.14% -6.67% +5.63%
Number of hourly rates quoted 8 1 2
Glasgow median hourly rate £107.00 £44.50 £38.75
Median hourly rate % change year-on-year +140.45% +14.84% -
10th Percentile £12.77 £43.25 £16.33
90th Percentile £195.00 £45.75 £66.58
Scotland median hourly rate £42.70 £42.00 £25.00
% change year-on-year +1.65% +68.00% -9.09%

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 21 November 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 21 November 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 18 (58.06%) SQL
1 18 (58.06%) Business Intelligence
2 13 (41.94%) Agile Software Development
3 12 (38.71%) Oracle
4 8 (25.81%) Data Modelling
5 7 (22.58%) SQL Server
5 7 (22.58%) Microsoft
5 7 (22.58%) Finance
6 6 (19.35%) SAP
6 6 (19.35%) ETL
6 6 (19.35%) Unix
6 6 (19.35%) SQL Server Integration Services
6 6 (19.35%) Microsoft Azure
7 5 (16.13%) Oracle Exadata
7 5 (16.13%) TOGAF
7 5 (16.13%) SQL Server Reporting Services
7 5 (16.13%) Oracle Reports
7 5 (16.13%) Cognos
7 5 (16.13%) PowerCenter
7 5 (16.13%) MicroStrategy
7 5 (16.13%) SAP BW
7 5 (16.13%) IBM
8 4 (12.90%) DataStage
8 4 (12.90%) Netezza
8 4 (12.90%) Degree
8 4 (12.90%) Talend
8 4 (12.90%) Analytics
8 4 (12.90%) IBM InfoSphere
8 4 (12.90%) Talend Open Studio
8 4 (12.90%) Oracle Database 12c

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 (3.23%) SAS
Applications
1 1 (3.23%) MS Visio
Business Applications
1 2 (6.45%) Cognos Business Intelligence
Cloud Services
1 6 (19.35%) Microsoft Azure
2 1 (3.23%) Azure Data Factory
Database & Business Intelligence
1 7 (22.58%) SQL Server
2 6 (19.35%) SQL Server Integration Services
3 5 (16.13%) Oracle Exadata
3 5 (16.13%) Oracle Reports
3 5 (16.13%) PowerCenter
3 5 (16.13%) SAP BW
3 5 (16.13%) SQL Server Reporting Services
4 4 (12.90%) DataStage
4 4 (12.90%) IBM InfoSphere
4 4 (12.90%) Oracle Database
4 4 (12.90%) Oracle Database 12c
5 3 (9.68%) Azure SQL Data Warehouse
5 3 (9.68%) BusinessObjects
5 3 (9.68%) Power BI
6 2 (6.45%) Big Data
6 2 (6.45%) BODI
6 2 (6.45%) Enterprise Data Warehouse
6 2 (6.45%) Hadoop
6 2 (6.45%) Microsoft Analysis Services
6 2 (6.45%) SQL Server Analysis Services
Development Applications
1 4 (12.90%) Talend Open Studio
2 1 (3.23%) Artifactory
2 1 (3.23%) Git (software)
2 1 (3.23%) Jenkins
2 1 (3.23%) Maven
2 1 (3.23%) Sonatype Nexus
2 1 (3.23%) Subversion
2 1 (3.23%) Team Foundation Server
2 1 (3.23%) TeamCity
General
1 7 (22.58%) Finance
2 2 (6.45%) Banking
2 2 (6.45%) Manufacturing
2 2 (6.45%) Retail Banking
3 1 (3.23%) Electronics
3 1 (3.23%) Investment Banking
3 1 (3.23%) Marketing
3 1 (3.23%) Telecoms
Job Titles
1 9 (29.03%) Architect
1 9 (29.03%) Developer
2 8 (25.81%) Data Architect
3 6 (19.35%) Analyst
4 4 (12.90%) Data Analyst
5 3 (9.68%) Business Intelligence Developer
5 3 (9.68%) Consultant
6 2 (6.45%) Business Analyst
6 2 (6.45%) Cognos Developer
6 2 (6.45%) Data Warehouse Consultant
6 2 (6.45%) Data Warehouse Developer
6 2 (6.45%) Hadoop Architect
6 2 (6.45%) Lead Developer
6 2 (6.45%) Oracle Architect
6 2 (6.45%) Project Manager
6 2 (6.45%) SAP Architect
6 2 (6.45%) SAP BW Architect
6 2 (6.45%) Senior Analyst
6 2 (6.45%) Senior Data Analyst
6 2 (6.45%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (3.23%) FpML
1 1 (3.23%) XML
1 1 (3.23%) XML Schema
Miscellaneous
1 3 (9.68%) Analytical Skills
1 3 (9.68%) Data Structures
2 2 (6.45%) Computer Science
2 2 (6.45%) Greenfield Project
3 1 (3.23%) FMCG
Operating Systems
1 6 (19.35%) Unix
2 1 (3.23%) Linux
Processes & Methodologies
1 18 (58.06%) Business Intelligence
2 13 (41.94%) Agile Software Development
3 8 (25.81%) Data Modelling
4 6 (19.35%) ETL
5 5 (16.13%) TOGAF
6 4 (12.90%) Analytics
7 3 (9.68%) Data Analysis
7 3 (9.68%) Data Governance
7 3 (9.68%) Data Management
7 3 (9.68%) Data Migration
7 3 (9.68%) Data Transformation
7 3 (9.68%) Dimensional Modelling
7 3 (9.68%) Migration
7 3 (9.68%) Project Management
7 3 (9.68%) Scrum
7 3 (9.68%) User Acceptance Testing
8 2 (6.45%) Business Analysis
8 2 (6.45%) ITIL
8 2 (6.45%) Master Data Management
8 2 (6.45%) Stakeholder Management
Programming Languages
1 18 (58.06%) SQL
2 2 (6.45%) T-SQL
3 1 (3.23%) Bash Shell
3 1 (3.23%) Java
3 1 (3.23%) PowerShell
3 1 (3.23%) Python
Qualifications
1 4 (12.90%) Degree
2 2 (6.45%) Computer Science Degree
3 1 (3.23%) IBM Certification
3 1 (3.23%) PMI Certification
3 1 (3.23%) PMP
Quality Assurance & Compliance
1 3 (9.68%) Data Quality
2 1 (3.23%) QA
System Software
1 1 (3.23%) Tivoli Workload Scheduler
Systems Management
1 1 (3.23%) Ansible
1 1 (3.23%) Control-M
1 1 (3.23%) Opscode Chef
1 1 (3.23%) Puppet
1 1 (3.23%) Terraform
1 1 (3.23%) Tivoli
Vendors
1 12 (38.71%) Oracle
2 7 (22.58%) Microsoft
3 6 (19.35%) SAP
4 5 (16.13%) Cognos
4 5 (16.13%) IBM
4 5 (16.13%) MicroStrategy
5 4 (12.90%) Netezza
5 4 (12.90%) Talend
6 3 (9.68%) Tableau
7 2 (6.45%) Informatica
8 1 (3.23%) CA
8 1 (3.23%) Teradata