Period
to 13 July 2020

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 13 July 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
Scotland > Glasgow
6 months to
13 Jul 2020
Same period 2019 Same period 2018
Rank 68 64 90
Rank change year-on-year -4 +26 -51
Permanent jobs citing Data Warehouse 21 75 73
As % of all permanent jobs advertised in Glasgow 2.13% 3.91% 2.94%
As % of the Database & Business Intelligence category 6.62% 10.49% 7.20%
Number of salaries quoted 11 62 45
Median annual salary £45,000 £45,500 £45,000
Median salary % change year-on-year -1.10% +1.11% +12.50%
10th Percentile £38,750 £36,250 £37,050
90th Percentile £52,500 £56,250 £64,100
Scotland median annual salary £48,500 £45,500 £45,000
% change year-on-year +6.59% +1.11% -

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 permanent job vacancies advertised in Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Permanent vacancies with a requirement for database or business intelligence skills 317 715 1,014
As % of all permanent IT jobs advertised in Glasgow 32.22% 37.24% 40.82%
Number of salaries quoted 208 493 764
Median annual salary £45,000 £45,500 £45,000
Median salary % change year-on-year -1.10% +1.11% +5.88%
10th Percentile £32,500 £32,500 £32,500
90th Percentile £57,500 £66,250 £71,250
Scotland median annual salary £45,000 £45,000 £45,000

Data Warehouse
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Data Warehouse in Glasgow

Data Warehouse
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Data Warehouse in Glasgow.

Salary trend for Data Warehouse in Glasgow

Data Warehouse
Salary Histogram in Glasgow

Salary distribution for jobs citing Data Warehouse in Glasgow over the 6 months to 13 July 2020.

Salary histogram for Data Warehouse in Glasgow

For the 6 months to 13 July 2020, IT 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 permanent job ads across the Glasgow region with a requirement for Data Warehouse.

1 15 (71.43%) Analytics
2 11 (52.38%) SQL
2 11 (52.38%) Business Intelligence
3 10 (47.62%) SQL Server Integration Services
4 9 (42.86%) ETL
5 7 (33.33%) SQL Server
5 7 (33.33%) Microsoft
5 7 (33.33%) Data Modelling
5 7 (33.33%) SQL Server Reporting Services
5 7 (33.33%) Data Analytics
6 6 (28.57%) Agile Software Development
6 6 (28.57%) Azure
6 6 (28.57%) AWS
7 5 (23.81%) SQL Server Analysis Services
7 5 (23.81%) Tableau
7 5 (23.81%) Data Lake
8 4 (19.05%) Databricks
8 4 (19.05%) Visualisation
8 4 (19.05%) Degree
8 4 (19.05%) QlikView
8 4 (19.05%) MicroStrategy
8 4 (19.05%) Finance
8 4 (19.05%) Java
8 4 (19.05%) SAS
8 4 (19.05%) Python
8 4 (19.05%) Cognos
9 3 (14.29%) Oracle
9 3 (14.29%) Scala
9 3 (14.29%) Data Quality
9 3 (14.29%) AWS Lambda

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 4 (19.05%) SAS
2 2 (9.52%) Apache Spark
3 1 (4.76%) SharePoint
Applications
1 1 (4.76%) Microsoft Excel
1 1 (4.76%) Microsoft Office
1 1 (4.76%) Microsoft PowerPoint
1 1 (4.76%) MS Visio
Business Applications
1 1 (4.76%) Oracle EBS
Cloud Services
1 6 (28.57%) AWS
1 6 (28.57%) Azure
2 3 (14.29%) Amazon Kinesis
2 3 (14.29%) AWS Lambda
2 3 (14.29%) Power Platform
2 3 (14.29%) Serverless
3 2 (9.52%) Azure Data Factory
4 1 (4.76%) Amazon S3
4 1 (4.76%) IBM Blueworks
4 1 (4.76%) Office 365
Communications & Networking
1 2 (9.52%) SSL
Database & Business Intelligence
1 10 (47.62%) SQL Server Integration Services
2 7 (33.33%) SQL Server
2 7 (33.33%) SQL Server Reporting Services
3 5 (23.81%) Data Lake
3 5 (23.81%) SQL Server Analysis Services
4 4 (19.05%) QlikView
5 3 (14.29%) Amazon Athena
5 3 (14.29%) Amazon Redshift
5 3 (14.29%) Azure SQL Data Warehouse
5 3 (14.29%) Big Data
5 3 (14.29%) Power BI
6 2 (9.52%) Azure SQL Database
6 2 (9.52%) PostgreSQL
6 2 (9.52%) SQL Server 2000
7 1 (4.76%) BusinessObjects
7 1 (4.76%) Cosmos DB
7 1 (4.76%) Hadoop
7 1 (4.76%) SQL Server 2016
Development Applications
1 2 (9.52%) Jenkins
1 2 (9.52%) Maven
1 2 (9.52%) Team Foundation Server
1 2 (9.52%) Visual Studio
2 1 (4.76%) JIRA
General
1 4 (19.05%) Finance
2 2 (9.52%) Banking
2 2 (9.52%) Legal
3 1 (4.76%) Marketing
Job Titles
1 11 (52.38%) Developer
2 6 (28.57%) Data Engineer
3 3 (14.29%) Business Intelligence Developer
3 3 (14.29%) Cognos Developer
3 3 (14.29%) SQL Developer
4 2 (9.52%) Architect
4 2 (9.52%) Business Developer
5 1 (4.76%) Analyst
5 1 (4.76%) Apache Spark Developer
5 1 (4.76%) AWS Architect
5 1 (4.76%) AWS Solutions Architect
5 1 (4.76%) Big Data Engineer
5 1 (4.76%) Business Analyst
5 1 (4.76%) Data Architect
5 1 (4.76%) Data Warehouse Developer
5 1 (4.76%) Designer
5 1 (4.76%) Scala Developer
5 1 (4.76%) Solutions Architect
5 1 (4.76%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 2 (9.52%) XML
2 1 (4.76%) PySpark
2 1 (4.76%) Velocity
Miscellaneous
1 3 (14.29%) Driving Licence
2 2 (9.52%) Greenfield Project
3 1 (4.76%) Algorithms
3 1 (4.76%) Analytical Skills
3 1 (4.76%) Data Structures
3 1 (4.76%) Taxonomies
Processes & Methodologies
1 15 (71.43%) Analytics
2 11 (52.38%) Business Intelligence
3 9 (42.86%) ETL
4 7 (33.33%) Data Analytics
4 7 (33.33%) Data Modelling
5 6 (28.57%) Agile Software Development
6 4 (19.05%) Visualisation
7 3 (14.29%) Data Engineering
8 2 (9.52%) Continuous Integration
8 2 (9.52%) Data Cleansing
8 2 (9.52%) Data Governance
8 2 (9.52%) Migration
8 2 (9.52%) Runbook
8 2 (9.52%) Stakeholder Management
8 2 (9.52%) Time Management
8 2 (9.52%) Use Case
9 1 (4.76%) Artificial Intelligence
9 1 (4.76%) Data Integration
9 1 (4.76%) System Testing
9 1 (4.76%) Technical Architecture
Programming Languages
1 11 (52.38%) SQL
2 4 (19.05%) Java
2 4 (19.05%) Python
3 3 (14.29%) Scala
4 2 (9.52%) PowerShell
5 1 (4.76%) Data Analysis Expressions (DAX)
5 1 (4.76%) PL/SQL
Qualifications
1 4 (19.05%) Degree
2 1 (4.76%) TOGAF Certification
Quality Assurance & Compliance
1 3 (14.29%) Data Quality
2 2 (9.52%) GDPR
Systems Management
1 2 (9.52%) Opscode Chef
Vendors
1 7 (33.33%) Microsoft
2 5 (23.81%) Tableau
3 4 (19.05%) Cognos
3 4 (19.05%) Databricks
3 4 (19.05%) MicroStrategy
4 3 (14.29%) Oracle
5 2 (9.52%) Informatica
6 1 (4.76%) CA Agile Central
6 1 (4.76%) IBM