Period
to

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 18 August 2022 with a comparison to the same period in the previous 2 years.

Data Warehousing
Scotland > Glasgow
6 months to
18 Aug 2022
Same period 2021 Same period 2020
Rank 86 46 58
Rank change year-on-year -40 +12 +2
Permanent jobs citing Data Warehouse 31 66 25
As % of all permanent jobs advertised in Glasgow 2.04% 4.97% 3.03%
As % of the Database & Business Intelligence category 7.40% 16.10% 9.80%
Number of salaries quoted 28 42 13
10th Percentile £30,009 £37,500 £39,000
25th Percentile £31,569 £38,500 £41,750
Median annual salary (50th Percentile) £51,619 £45,000 £45,000
Median % change year-on-year +14.71% - -1.10%
75th Percentile £60,000 £56,813 £50,750
90th Percentile £62,375 £70,000 £52,150
Scotland median annual salary £50,119 £50,000 £49,000
% change year-on-year +0.24% +2.04% +7.69%

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 419 410 255
As % of all permanent IT jobs advertised in Glasgow 27.60% 30.85% 30.91%
Number of salaries quoted 219 275 164
10th Percentile £31,250 £34,250 £32,500
25th Percentile £36,250 £37,500 £37,750
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -1.10%
75th Percentile £61,250 £56,250 £53,750
90th Percentile £78,750 £70,000 £57,500
Scotland median annual salary £53,500 £47,500 £46,875
% change year-on-year +12.63% +1.33% +4.17%

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 18 August 2022.

Salary histogram for Data Warehouse in Glasgow

For the 6 months to 18 August 2022, 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 28 (90.32%) SQL
2 24 (77.42%) SQL Server
2 24 (77.42%) Business Intelligence
3 22 (70.97%) Power BI
3 22 (70.97%) Power Platform
4 21 (67.74%) Analytics
5 19 (61.29%) Microsoft
6 18 (58.06%) Social Skills
7 16 (51.61%) ETL
8 15 (48.39%) Finance
9 14 (45.16%) Agile
9 14 (45.16%) Data Modelling
9 14 (45.16%) Azure
10 13 (41.94%) Visualisation
11 12 (38.71%) DevOps
11 12 (38.71%) Python
12 11 (35.48%) SQL Server Reporting Services
12 11 (35.48%) SQL Server Integration Services
12 11 (35.48%) Problem-Solving
12 11 (35.48%) Data Lake
13 10 (32.26%) Data Pipeline
13 10 (32.26%) Mentoring
13 10 (32.26%) Data Visualisation
13 10 (32.26%) Data Analysis
14 9 (29.03%) Banking
14 9 (29.03%) AWS
14 9 (29.03%) Apache Spark
15 8 (25.81%) Data Structures
15 8 (25.81%) Records Management
15 8 (25.81%) Azure DevOps

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 9 (29.03%) Apache Spark
2 1 (3.23%) Apache
2 1 (3.23%) Apache Airflow
2 1 (3.23%) Confluence
Applications
1 8 (25.81%) Microsoft Excel
1 8 (25.81%) Microsoft Office
Cloud Services
1 22 (70.97%) Power Platform
2 14 (45.16%) Azure
3 9 (29.03%) AWS
4 8 (25.81%) Azure DevOps
4 8 (25.81%) GCP
5 5 (16.13%) Azure Synapse Analytics
6 3 (9.68%) Azure Data Factory
7 1 (3.23%) Amazon EC2
7 1 (3.23%) AWS CloudFormation
7 1 (3.23%) Cloud Computing
7 1 (3.23%) Dynamics 365
7 1 (3.23%) SaaS
7 1 (3.23%) Snowflake
Database & Business Intelligence
1 24 (77.42%) SQL Server
2 22 (70.97%) Power BI
3 11 (35.48%) Data Lake
3 11 (35.48%) SQL Server Integration Services
3 11 (35.48%) SQL Server Reporting Services
4 8 (25.81%) Big Data
4 8 (25.81%) BusinessObjects
4 8 (25.81%) Tableau
5 7 (22.58%) Relational Database
6 5 (16.13%) Azure SQL Database
7 4 (12.90%) Qlik Sense
8 3 (9.68%) Data Mining
8 3 (9.68%) Microsoft Analysis Services
8 3 (9.68%) SQL Server Analysis Services
9 2 (6.45%) Crystal Reports
9 2 (6.45%) OLAP
10 1 (3.23%) Amazon Redshift
10 1 (3.23%) Data Mart
10 1 (3.23%) Hadoop
10 1 (3.23%) QlikView
Development Applications
1 8 (25.81%) JIRA
2 7 (22.58%) ER Studio
2 7 (22.58%) ERwin
3 2 (6.45%) Jenkins
3 2 (6.45%) Visual Studio
4 1 (3.23%) Git (software)
4 1 (3.23%) JUnit
4 1 (3.23%) Mockito
4 1 (3.23%) TeamCity
General
1 18 (58.06%) Social Skills
2 15 (48.39%) Finance
3 9 (29.03%) Banking
4 8 (25.81%) Marketing
5 7 (22.58%) Presentation Skills
6 5 (16.13%) Analytical Skills
7 4 (12.90%) Legal
8 1 (3.23%) Automotive
8 1 (3.23%) Influencing Skills
8 1 (3.23%) Retail
Job Titles
1 9 (29.03%) Analyst
2 7 (22.58%) Analytics Consultant
2 7 (22.58%) Business Intelligence Consultant
2 7 (22.58%) Consultant
2 7 (22.58%) Data Analytics Consultant
2 7 (22.58%) Data Consultant
3 6 (19.35%) Senior Analyst
4 5 (16.13%) Data Engineer
5 4 (12.90%) Data Analyst
5 4 (12.90%) Developer
6 3 (9.68%) Azure Data Engineer
6 3 (9.68%) Azure Engineer
6 3 (9.68%) Report Analyst
6 3 (9.68%) Senior Business Intelligence Consultant
6 3 (9.68%) Senior Consultant
6 3 (9.68%) Senior Data Analyst
6 3 (9.68%) Senior Data Analytics Consultant
6 3 (9.68%) Senior Data Engineer
6 3 (9.68%) Senior Reporting Analyst
7 2 (6.45%) SQL Analyst
Libraries, Frameworks & Software Standards
1 2 (6.45%) HTML
1 2 (6.45%) XML
2 1 (3.23%) Apache Beam
2 1 (3.23%) SOAP
Miscellaneous
1 8 (25.81%) Data Structures
1 8 (25.81%) IoT
2 3 (9.68%) Management Information System
Processes & Methodologies
1 24 (77.42%) Business Intelligence
2 21 (67.74%) Analytics
3 16 (51.61%) ETL
4 14 (45.16%) Agile
4 14 (45.16%) Data Modelling
5 13 (41.94%) Visualisation
6 12 (38.71%) DevOps
7 11 (35.48%) Problem-Solving
8 10 (32.26%) Data Analysis
8 10 (32.26%) Data Pipeline
8 10 (32.26%) Data Visualisation
8 10 (32.26%) Mentoring
9 8 (25.81%) Coaching
9 8 (25.81%) Data Analytics
9 8 (25.81%) Data Security
9 8 (25.81%) Records Management
10 7 (22.58%) Data Architecture
10 7 (22.58%) Data Science
10 7 (22.58%) Inmon Methodology
10 7 (22.58%) Kimball Methodology
Programming Languages
1 28 (90.32%) SQL
2 12 (38.71%) Python
3 7 (22.58%) R
4 5 (16.13%) T-SQL
5 2 (6.45%) C#
5 2 (6.45%) Java
5 2 (6.45%) JavaScript
6 1 (3.23%) C
6 1 (3.23%) C++
6 1 (3.23%) PL/SQL
Qualifications
1 1 (3.23%) Degree
Quality Assurance & Compliance
1 3 (9.68%) Data Quality
2 2 (6.45%) QA
System Software
1 1 (3.23%) Docker
Systems Management
1 2 (6.45%) Terraform
2 1 (3.23%) Kubernetes
2 1 (3.23%) Opscode Chef
Vendors
1 19 (61.29%) Microsoft
2 8 (25.81%) Oracle
2 8 (25.81%) Teradata
3 7 (22.58%) Google
4 1 (3.23%) Databricks