Data Warehouse Job Trends in Edinburgh

Data Warehousing
Scotland > Edinburgh

The table below provides summary statistics and salary benchmarking for jobs advertised in Edinburgh requiring Data Warehouse skills. It covers permanent job vacancies from the 6 months leading up to 21 May 2026, with comparisons to the same periods in the previous two years.

6 months to
21 May 2026
Same period 2025 Same period 2024
Rank 64 78 75
Rank change year-on-year +14 -3 +8
Permanent jobs citing Data Warehouse 18 6 25
As % of all permanent jobs in Edinburgh 1.59% 0.67% 1.92%
As % of the Database & Business Intelligence category 18.00% 3.70% 11.47%
Number of salaries quoted 2 2 20
10th Percentile £74,125 £54,500 £46,306
25th Percentile £78,438 £55,625 £49,076
Median annual salary (50th Percentile) £86,250 £60,000 £62,500
Median % change year-on-year +43.75% -4.00% +13.55%
75th Percentile £93,438 £63,125 £67,500
90th Percentile £97,375 £63,500 £100,064
Scotland median annual salary £86,250 £57,500 £62,500
% change year-on-year +50.00% -8.00% +6.84%

All Database & Business Intelligence Skills
Edinburgh

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 Edinburgh.

Permanent vacancies with a requirement for database or business intelligence skills 100 162 218
As % of all permanent jobs advertised in Edinburgh 8.85% 18.16% 16.76%
Number of salaries quoted 30 98 160
10th Percentile £33,725 £25,313 £39,975
25th Percentile £35,000 £49,188 £46,306
Median annual salary (50th Percentile) £51,250 £60,000 £61,000
Median % change year-on-year -14.58% -1.64% -6.15%
75th Percentile £71,375 £79,210 £72,625
90th Percentile £89,875 £98,474 £82,800
Scotland median annual salary £51,000 £55,000 £52,500
% change year-on-year -7.27% +4.76% -12.50%

Data Warehouse
Job Vacancy Trend in Edinburgh

Historical trend showing the proportion of permanent IT job postings citing Data Warehouse relative to all permanent IT jobs advertised in Edinburgh.

Data Warehouse job vacancy trend in Edinburgh

Data Warehouse
Salary Trend in Edinburgh

Salary distribution trend for jobs in Edinburgh citing Data Warehouse.

Salary distribution trend for jobs in Edinburgh citing Data Warehouse

Data Warehouse
Salary Histogram in Edinburgh

Salary distribution for jobs citing Data Warehouse in Edinburgh over the 6 months to 21 May 2026.

Salary histogram for Data Warehouse in Edinburgh

Data Warehouse
Co-Occurring Skills & Capabilities in Edinburgh by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 1 (5.56%) Apache Airflow
1 1 (5.56%) Apache Spark
1 1 (5.56%) Oracle Application Server
Business Applications
1 4 (22.22%) Markit EDM
Cloud Services
1 15 (83.33%) dbt
2 14 (77.78%) Azure
2 14 (77.78%) Snowflake
3 10 (55.56%) Azure Data Factory
3 10 (55.56%) Azure DevOps
4 6 (33.33%) Azure Key Vault
5 4 (22.22%) GitHub
5 4 (22.22%) GitHub Copilot
6 2 (11.11%) AWS
Database & Business Intelligence
1 3 (16.67%) Snowflake Schema
2 1 (5.56%) Data Lake
2 1 (5.56%) Metadata
2 1 (5.56%) NoSQL
2 1 (5.56%) Oracle BI EE
2 1 (5.56%) Oracle ODI
2 1 (5.56%) Oracle Reports
2 1 (5.56%) Star Schema
Development Applications
1 4 (22.22%) JIRA
2 1 (5.56%) Oracle APEX
General
1 15 (83.33%) Finance
2 8 (44.44%) Analytical Skills
3 3 (16.67%) Social Skills
Job Titles
1 9 (50.00%) Senior
2 6 (33.33%) Azure Engineer
3 4 (22.22%) Applications Engineer
3 4 (22.22%) Applications Support
3 4 (22.22%) Applications Support Engineer
3 4 (22.22%) Data Engineer
3 4 (22.22%) Support Engineer
4 1 (5.56%) Principal Data Engineer
4 1 (5.56%) Principal Engineer
4 1 (5.56%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 6 (33.33%) YAML
2 1 (5.56%) JSON
2 1 (5.56%) Kafka
2 1 (5.56%) XML
Miscellaneous
1 8 (44.44%) Cloud Native
Operating Systems
1 4 (22.22%) Windows
Processes & Methodologies
1 16 (88.89%) Data Modelling
2 14 (77.78%) Agile
2 14 (77.78%) Asset Management
2 14 (77.78%) CI/CD
2 14 (77.78%) Coaching
2 14 (77.78%) DevOps
3 12 (66.67%) ETL
4 10 (55.56%) Continuous Improvement
5 7 (38.89%) Data Pipeline
6 6 (33.33%) Analytics
6 6 (33.33%) Data Sharing
6 6 (33.33%) Data Transformation
6 6 (33.33%) Infrastructure as Code
6 6 (33.33%) Platform Engineering
6 6 (33.33%) RBAC
6 6 (33.33%) Secrets Management
7 4 (22.22%) Disaster Recovery
7 4 (22.22%) Performance Tuning
7 4 (22.22%) Root Cause Analysis
7 4 (22.22%) Test Automation
Programming Languages
1 12 (66.67%) SQL
2 10 (55.56%) PowerShell
3 8 (44.44%) Python
4 1 (5.56%) R
Quality Assurance & Compliance
1 6 (33.33%) Accessibility
2 2 (11.11%) Data Quality
System Software
1 4 (22.22%) Active Directory
Systems Management
1 6 (33.33%) Terraform
Vendors
1 12 (66.67%) Microsoft
2 4 (22.22%) Ab Initio
2 4 (22.22%) IBM
3 1 (5.56%) Databricks
3 1 (5.56%) Oracle