Period
to 25 January 2022

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 25 January 2022 with a comparison to the same period in the previous 2 years.

Data Warehousing
Scotland > Glasgow
6 months to
25 Jan 2022
Same period 2021 Same period 2020
Rank 55 68 81
Rank change year-on-year +13 +13 -19
Permanent jobs citing Data Warehouse 62 28 43
As % of all permanent jobs advertised in Glasgow 3.93% 2.86% 2.72%
As % of the Database & Business Intelligence category 16.80% 11.20% 8.41%
Number of salaries quoted 45 17 40
10th Percentile £37,842 £37,000 £33,625
25th Percentile £42,000 £46,250 £33,750
Median annual salary (50th Percentile) £48,000 £47,500 £40,000
Median % change year-on-year +1.05% +18.75% -21.18%
75th Percentile £54,250 £50,250 £47,813
90th Percentile £57,500 £72,500 £56,315
Scotland median annual salary £50,000 £53,286 £42,500
% change year-on-year -6.17% +25.38% -15.00%

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 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 369 250 511
As % of all permanent IT jobs advertised in Glasgow 23.41% 25.56% 32.34%
Number of salaries quoted 240 179 391
10th Percentile £34,500 £34,850 £33,750
25th Percentile £38,769 £37,375 £37,250
Median annual salary (50th Percentile) £48,000 £45,000 £45,000
Median % change year-on-year +6.67% - -5.26%
75th Percentile £61,250 £57,250 £55,000
90th Percentile £78,300 £71,500 £60,000
Scotland median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -

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 25 January 2022.

Salary histogram for Data Warehouse in Glasgow

For the 6 months to 25 January 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 42 (67.74%) Business Intelligence
2 40 (64.52%) SQL
3 33 (53.23%) Microsoft
4 30 (48.39%) Analytics
5 29 (46.77%) ETL
5 29 (46.77%) Visualisation
6 27 (43.55%) Social Skills
7 25 (40.32%) Data Visualisation
8 23 (37.10%) SQL Server Integration Services
9 22 (35.48%) Oracle
9 22 (35.48%) Power BI
9 22 (35.48%) Power Platform
10 21 (33.87%) Data Modelling
11 20 (32.26%) Azure
12 17 (27.42%) SQL Server Analysis Services
12 17 (27.42%) Data Lake
12 17 (27.42%) Azure Data Factory
13 16 (25.81%) Data Integration
13 16 (25.81%) SQL Server
14 15 (24.19%) Data Analytics
15 14 (22.58%) Finance
16 13 (20.97%) Talend
16 13 (20.97%) Kimball Methodology
17 12 (19.35%) Metadata Management
17 12 (19.35%) Data Governance
17 12 (19.35%) Data Engineering
17 12 (19.35%) Problem-Solving
17 12 (19.35%) Metadata
17 12 (19.35%) Netezza
17 12 (19.35%) Agile Software Development

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 3 (4.84%) SAS
2 2 (3.23%) Apache Airflow
3 1 (1.61%) Apache
3 1 (1.61%) Apache Spark
3 1 (1.61%) JBoss
3 1 (1.61%) Oracle SOA Suite
3 1 (1.61%) Tomcat
Applications
1 1 (1.61%) Microsoft Excel
1 1 (1.61%) Microsoft Office
1 1 (1.61%) Microsoft PowerPoint
1 1 (1.61%) MS Visio
Business Applications
1 7 (11.29%) Oracle EBS
2 1 (1.61%) Dynamics CRM
2 1 (1.61%) Unit4 Business World
Cloud Services
1 22 (35.48%) Power Platform
2 20 (32.26%) Azure
3 17 (27.42%) Azure Data Factory
4 3 (4.84%) AWS
4 3 (4.84%) Azure Synapse Analytics
4 3 (4.84%) GitHub
5 2 (3.23%) PaaS
5 2 (3.23%) Snowflake
6 1 (1.61%) Azure Logic Apps
6 1 (1.61%) Azure Stack
6 1 (1.61%) Dynamics 365
6 1 (1.61%) IaaS
6 1 (1.61%) SaaS
Database & Business Intelligence
1 23 (37.10%) SQL Server Integration Services
2 22 (35.48%) Power BI
3 17 (27.42%) Data Lake
3 17 (27.42%) SQL Server Analysis Services
4 16 (25.81%) SQL Server
5 12 (19.35%) Metadata
6 11 (17.74%) SQL Server Reporting Services
7 9 (14.52%) Azure SQL Data Warehouse
7 9 (14.52%) BusinessObjects
7 9 (14.52%) Relational Database
8 7 (11.29%) Azure SQL Database
8 7 (11.29%) Essbase
8 7 (11.29%) Oracle BI EE
8 7 (11.29%) Oracle BI Publisher
8 7 (11.29%) Oracle ODI
9 6 (9.68%) Tableau
10 5 (8.06%) RDBMS
11 4 (6.45%) Big Data
12 3 (4.84%) IBM InfoSphere
12 3 (4.84%) Oracle Database
Development Applications
1 2 (3.23%) Git (software)
2 1 (1.61%) Maven
2 1 (1.61%) Oracle Forms
2 1 (1.61%) SQL Server Management Studio (SSMS)
General
1 27 (43.55%) Social Skills
2 14 (22.58%) Finance
3 7 (11.29%) Analytical Skills
4 5 (8.06%) Retail
5 4 (6.45%) Local Government
5 4 (6.45%) Public Sector
6 2 (3.23%) Police
7 1 (1.61%) Financial Institution
7 1 (1.61%) Legal
Job Titles
1 28 (45.16%) Developer
2 24 (38.71%) Business Intelligence Developer
3 14 (22.58%) Analyst
4 10 (16.13%) Business Developer
5 8 (12.90%) SQL Developer
6 7 (11.29%) Analyst Developer
6 7 (11.29%) Business Intelligence Analyst
6 7 (11.29%) SQL BI Developer
7 5 (8.06%) Architect
7 5 (8.06%) Data Engineer
8 4 (6.45%) Consultant
8 4 (6.45%) Data Analyst
8 4 (6.45%) Data Architect
8 4 (6.45%) Report Analyst
8 4 (6.45%) Report Developer
9 3 (4.84%) Analyst Programmer
9 3 (4.84%) Oracle Analyst
9 3 (4.84%) Oracle BI Developer
9 3 (4.84%) Oracle Developer
9 3 (4.84%) Programmer
Libraries, Frameworks & Software Standards
1 7 (11.29%) MDX
1 7 (11.29%) XML
2 3 (4.84%) Kafka
2 3 (4.84%) PySpark
3 1 (1.61%) .NET
3 1 (1.61%) ADO
3 1 (1.61%) Middleware
3 1 (1.61%) REST
3 1 (1.61%) Velocity
3 1 (1.61%) Web Services
Miscellaneous
1 7 (11.29%) Management Information System
2 3 (4.84%) Enterprise Software
3 1 (1.61%) Algorithms
3 1 (1.61%) Legacy Systems
Operating Systems
1 2 (3.23%) Linux
2 1 (1.61%) Red Hat Enterprise Linux
Processes & Methodologies
1 42 (67.74%) Business Intelligence
2 30 (48.39%) Analytics
3 29 (46.77%) ETL
3 29 (46.77%) Visualisation
4 25 (40.32%) Data Visualisation
5 21 (33.87%) Data Modelling
6 16 (25.81%) Data Integration
7 15 (24.19%) Data Analytics
8 13 (20.97%) Kimball Methodology
9 12 (19.35%) Agile Software Development
9 12 (19.35%) Data Engineering
9 12 (19.35%) Data Governance
9 12 (19.35%) Metadata Management
9 12 (19.35%) Problem-Solving
10 9 (14.52%) DevOps
10 9 (14.52%) Performance Tuning
11 8 (12.90%) Data Pipeline
11 8 (12.90%) DataOps
12 7 (11.29%) Data Science
12 7 (11.29%) Software Delivery
Programming Languages
1 40 (64.52%) SQL
2 11 (17.74%) T-SQL
3 9 (14.52%) PL/SQL
4 7 (11.29%) PowerShell
5 4 (6.45%) R
6 3 (4.84%) Python
7 2 (3.23%) Java
8 1 (1.61%) Shell Script
Qualifications
1 10 (16.13%) Degree
2 7 (11.29%) Microsoft Certification
3 2 (3.23%) Security Cleared
Quality Assurance & Compliance
1 11 (17.74%) Data Quality
2 1 (1.61%) GDPR
Systems Management
1 1 (1.61%) Opscode Chef
Vendors
1 33 (53.23%) Microsoft
2 22 (35.48%) Oracle
3 13 (20.97%) Talend
4 12 (19.35%) Netezza
5 9 (14.52%) Databricks
6 7 (11.29%) SAP
7 5 (8.06%) Informatica
8 2 (3.23%) MicroStrategy
8 2 (3.23%) Serena
9 1 (1.61%) Google
9 1 (1.61%) IBM
9 1 (1.61%) Red Hat