Data Vault Job Trends in Edinburgh

Data Vault
Scotland > Edinburgh

The table below provides summary statistics and salary benchmarking for jobs advertised in Edinburgh requiring Data Vault skills. It covers permanent job vacancies from the 6 months leading up to 4 May 2026, with comparisons to the same periods in the previous two years.

6 months to
4 May 2026
Same period 2025 Same period 2024
Rank 85 92 -
Rank change year-on-year +7 - -
Permanent jobs citing Data Vault 1 3 0
As % of all permanent jobs in Edinburgh 0.084% 0.33% -
As % of the Database & Business Intelligence category 0.79% 1.64% -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £112,500 - -
Median annual salary (50th Percentile) £115,000 - -
75th Percentile £117,500 - -
90th Percentile - - -
Scotland median annual salary £115,000 - -

All Database & Business Intelligence Skills
Edinburgh

Data Vault 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 126 183 242
As % of all permanent jobs advertised in Edinburgh 10.60% 20.04% 18.03%
Number of salaries quoted 37 114 180
10th Percentile £33,650 £35,250 £40,000
25th Percentile £35,000 £49,188 £48,139
Median annual salary (50th Percentile) £52,500 £60,000 £62,500
Median % change year-on-year -12.50% -4.00% -3.85%
75th Percentile £75,000 £76,840 £73,188
90th Percentile £103,000 £98,474 £91,934
Scotland median annual salary £50,500 £55,000 £53,000
% change year-on-year -8.18% +3.77% -11.67%

Data Vault
Job Vacancy Trend in Edinburgh

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

Data Vault job vacancy trend in Edinburgh

Data Vault
Salary Trend in Edinburgh

Salary distribution trend for jobs in Edinburgh citing Data Vault.

Salary distribution trend for jobs in Edinburgh citing Data Vault

Data Vault
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 (100.00%) Apache Spark
Cloud Services
1 1 (100.00%) AWS
1 1 (100.00%) Azure
1 1 (100.00%) Azure DevOps
1 1 (100.00%) GCP
1 1 (100.00%) GitHub
1 1 (100.00%) GitHub Actions
1 1 (100.00%) Microsoft Purview
1 1 (100.00%) Power Platform
Database & Business Intelligence
1 1 (100.00%) Delta Lake
1 1 (100.00%) Power BI
1 1 (100.00%) Tableau
Job Titles
1 1 (100.00%) Architect
Libraries, Frameworks & Software Standards
1 1 (100.00%) PySpark
Miscellaneous
1 1 (100.00%) Cloud Native
Processes & Methodologies
1 1 (100.00%) AI
1 1 (100.00%) Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) CI/CD
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Strategy
1 1 (100.00%) Data-Driven Decision Making
1 1 (100.00%) Decision-Making
1 1 (100.00%) DevOps
1 1 (100.00%) ETL
1 1 (100.00%) Generative AI
1 1 (100.00%) Kimball Methodology
1 1 (100.00%) Machine Learning
1 1 (100.00%) Problem-Solving
1 1 (100.00%) RBAC
1 1 (100.00%) Stakeholder Engagement
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) Scala
1 1 (100.00%) SQL
Vendors
1 1 (100.00%) Databricks