Data Warehouse Jobs in Scotland

Data Warehousing
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Data Warehouse skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Warehouse over the 6 months leading up to 31 October 2024, comparing them to the same period in the previous two years.

6 months to
31 Oct 2024
Same period 2023 Same period 2022
Rank 131 104 150
Rank change year-on-year -27 +46 -48
Permanent jobs citing Data Warehouse 59 84 91
As % of all permanent jobs advertised in Scotland 1.13% 2.91% 1.70%
As % of the Database & Business Intelligence category 11.20% 14.12% 7.84%
Number of salaries quoted 18 59 69
10th Percentile £47,125 £35,733 £30,400
25th Percentile £49,281 £46,306 £32,500
Median annual salary (50th Percentile) £61,000 £59,556 £50,000
Median % change year-on-year +2.43% +19.11% -
75th Percentile £71,250 £64,375 £66,250
90th Percentile £92,500 £84,056 £85,500
UK median annual salary £67,500 £65,000 £65,000
% change year-on-year +3.85% - +8.33%

All Database and Business Intelligence Skills
Scotland

Data Warehouse falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring database or business intelligence skills in Scotland.

Permanent vacancies with a requirement for database or business intelligence skills 527 595 1,161
As % of all permanent jobs advertised in Scotland 10.07% 20.65% 21.72%
Number of salaries quoted 215 439 575
10th Percentile £33,750 £35,733 £31,378
25th Percentile £38,750 £45,000 £41,250
Median annual salary (50th Percentile) £50,000 £57,500 £55,000
Median % change year-on-year -13.04% +4.55% +14.58%
75th Percentile £64,875 £72,433 £67,500
90th Percentile £75,000 £82,850 £82,000
UK median annual salary £65,000 £60,000 £61,180
% change year-on-year +8.33% -1.93% +6.40%

Data Warehouse
Job Vacancy Trend in Scotland

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

Job vacancy trend for Data Warehouse in Scotland

Data Warehouse
Salary Trend in Scotland

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

Salary trend for Data Warehouse in Scotland

Data Warehouse
Salary Histogram in Scotland

Salary distribution for jobs citing Data Warehouse in Scotland over the 6 months to 31 October 2024.

Salary histogram for Data Warehouse in Scotland

Data Warehouse
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Scotland region over the 6 months to 31 October 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh +13 28 £65,000 +4.00% 8
Glasgow +4 23 £63,500 +33.68% 12
Renfrewshire - 2 £50,000 -
Aberdeen - 1 - - 2
Fife - 1 - -
Aberdeenshire - 1 - - 1
Inverclyde - 1 £52,500 -
Data Warehouse
UK

Data Warehouse
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (1.69%) Apache Spark
Applications
1 3 (5.08%) Oracle Smart View
2 1 (1.69%) Microsoft Excel
Cloud Services
1 32 (54.24%) Azure
2 26 (44.07%) AWS
3 23 (38.98%) Power Platform
4 7 (11.86%) Azure Data Factory
5 6 (10.17%) Snowflake
6 4 (6.78%) Azure DevOps
6 4 (6.78%) OCI
7 2 (3.39%) AWS Lambda
7 2 (3.39%) Azure Stack
7 2 (3.39%) Azure Synapse Analytics
7 2 (3.39%) Serverless
8 1 (1.69%) Alation
8 1 (1.69%) Amazon S3
8 1 (1.69%) Amazon SageMaker
8 1 (1.69%) AWS Step Functions
8 1 (1.69%) Azure Logic Apps
8 1 (1.69%) Collibra
8 1 (1.69%) GitHub
Database & Business Intelligence
1 23 (38.98%) Power BI
2 14 (23.73%) SQL Server Integration Services
2 14 (23.73%) SQL Server Reporting Services
2 14 (23.73%) Tableau
3 10 (16.95%) SQL Server
4 8 (13.56%) Data Lake
5 7 (11.86%) SQL Server Analysis Services
6 6 (10.17%) Azure SQL Data Warehouse
7 5 (8.47%) Relational Database
8 4 (6.78%) Data Vault
8 4 (6.78%) Oracle BI Publisher
8 4 (6.78%) Oracle ODI
9 3 (5.08%) Oracle Database
9 3 (5.08%) PostgreSQL
10 2 (3.39%) Amazon Redshift
10 2 (3.39%) Azure SQL Database
10 2 (3.39%) MongoDB
10 2 (3.39%) Oracle BI EE
10 2 (3.39%) Snowflake Schema
10 2 (3.39%) Spotfire
Development Applications
1 1 (1.69%) JIRA
General
1 28 (47.46%) Finance
2 17 (28.81%) Social Skills
3 9 (15.25%) Presentation Skills
4 6 (10.17%) Analytical Skills
5 4 (6.78%) Influencing Skills
6 3 (5.08%) Law
7 2 (3.39%) Advertising
7 2 (3.39%) Pharmaceutical
7 2 (3.39%) Retail
8 1 (1.69%) Legal
8 1 (1.69%) Manufacturing
8 1 (1.69%) Marketing
8 1 (1.69%) Public Sector
Job Titles
1 13 (22.03%) Data Engineer
2 12 (20.34%) Developer
3 11 (18.64%) Senior
4 10 (16.95%) Consultant
4 10 (16.95%) Data Consultant
5 9 (15.25%) Architect
6 5 (8.47%) Analyst
6 5 (8.47%) Business Intelligence Consultant
6 5 (8.47%) Business Intelligence Developer
6 5 (8.47%) Data Architect
6 5 (8.47%) Data Visualisation Consultant
6 5 (8.47%) Power BI Consultant
7 4 (6.78%) Lead
7 4 (6.78%) Presales Solution Architect
7 4 (6.78%) Principal Architect
7 4 (6.78%) Principal Data Architect
7 4 (6.78%) Senior Consultant
7 4 (6.78%) Senior Technology Consultant
7 4 (6.78%) Solutions Architect
7 4 (6.78%) Technology Consultant
Libraries, Frameworks & Software Standards
1 3 (5.08%) Oracle Fusion
2 2 (3.39%) Kafka
Miscellaneous
1 4 (6.78%) Cloud Native
1 4 (6.78%) Data Structures
2 2 (3.39%) Distributed Computing
2 2 (3.39%) Greenfield Project
2 2 (3.39%) Life Science
2 2 (3.39%) Management Information System
2 2 (3.39%) Onboarding
3 1 (1.69%) Analytical Mindset
3 1 (1.69%) Data Protection Act
3 1 (1.69%) Legacy Code
3 1 (1.69%) Legacy Systems
3 1 (1.69%) Renewable Energy
3 1 (1.69%) Replication
Operating Systems
1 1 (1.69%) Unix
Processes & Methodologies
1 27 (45.76%) Analytics
1 27 (45.76%) Business Intelligence
2 26 (44.07%) Data Modelling
3 19 (32.20%) Data Architecture
3 19 (32.20%) ETL
4 17 (28.81%) Data Engineering
5 15 (25.42%) DevOps
6 14 (23.73%) Data Management
6 14 (23.73%) Data Science
6 14 (23.73%) Data Visualisation
6 14 (23.73%) Visualisation
7 13 (22.03%) Data Pipeline
8 12 (20.34%) Agile
8 12 (20.34%) Decision-Making
9 11 (18.64%) Artificial Intelligence
9 11 (18.64%) Data Analytics
9 11 (18.64%) Problem-Solving
10 10 (16.95%) Scrum
11 9 (15.25%) Machine Learning
12 8 (13.56%) Data Integration
Programming Languages
1 37 (62.71%) SQL
2 8 (13.56%) Python
3 6 (10.17%) T-SQL
4 4 (6.78%) PL/SQL
5 3 (5.08%) Data Analysis Expressions
5 3 (5.08%) Shell Script
6 2 (3.39%) Bash
6 2 (3.39%) PowerShell
7 1 (1.69%) C#
Qualifications
1 4 (6.78%) AWS Certification
1 4 (6.78%) Azure Certification
1 4 (6.78%) TOGAF Certification
2 3 (5.08%) Degree
Quality Assurance & Compliance
1 13 (22.03%) Data Quality
2 3 (5.08%) QA
3 2 (3.39%) Accessibility
Systems Management
1 1 (1.69%) Terraform
Vendors
1 18 (30.51%) Microsoft
2 9 (15.25%) Oracle
3 6 (10.17%) Databricks
4 2 (3.39%) Informatica
4 2 (3.39%) Salesforce
5 1 (1.69%) CA Agile Central