Data Vault Job Trends in England

Data Vault
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Data Vault skills. It covers permanent job vacancies from the 6 months leading up to 26 December 2025, with comparisons to the same periods in the previous two years.

6 months to
26 Dec 2025
Same period 2024 Same period 2023
Rank 570 644 634
Rank change year-on-year +74 -10 +244
Permanent jobs citing Data Vault 41 43 30
As % of all permanent jobs in England 0.078% 0.086% 0.066%
As % of the Database & Business Intelligence category 0.68% 0.48% 0.32%
Number of salaries quoted 26 21 26
10th Percentile £61,875 - £60,000
25th Percentile £73,125 £60,000 £68,438
Median annual salary (50th Percentile) £95,000 £65,000 £82,500
Median % change year-on-year +46.15% -21.21% +6.45%
75th Percentile £110,000 £80,000 £90,000
90th Percentile - £110,000 -
UK median annual salary £95,000 £65,000 £80,000
% change year-on-year +46.15% -18.75% +3.23%

All Database and Business Intelligence Skills
England

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 England.

Permanent vacancies with a requirement for database or business intelligence skills 6,000 8,996 9,398
As % of all permanent jobs advertised in England 11.39% 17.93% 20.70%
Number of salaries quoted 3,921 5,151 7,462
10th Percentile £35,000 £37,500 £36,750
25th Percentile £42,500 £47,500 £47,500
Median annual salary (50th Percentile) £60,000 £65,000 £60,000
Median % change year-on-year -7.69% +8.33% -4.00%
75th Percentile £80,000 £87,500 £80,000
90th Percentile £101,250 £115,000 £96,539
UK median annual salary £60,000 £62,500 £60,000
% change year-on-year -4.00% +4.17% -4.00%

Data Vault
Job Vacancy Trend in England

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

Data Vault job vacancy trend in England

Data Vault
Salary Trend in England

Salary distribution trend for jobs in England citing Data Vault.

Salary distribution trend for jobs in England citing Data Vault

Data Vault
Salary Histogram in England

Salary distribution for jobs citing Data Vault in England over the 6 months to 26 December 2025.

Salary histogram for Data Vault in England

Data Vault
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Vault within the England region over the 6 months to 26 December 2025. 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
London +50 24 £103,750 +59.62% 7
North of England +35 15 £67,500 -38.64% 2
Yorkshire -5 9 £60,000 - 1
North West +31 6 £67,500 -38.64%
South West +11 2 - -
Data Vault
UK

Data Vault
Co-Occurring Skills & Capabilities in England 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 4 (9.76%) Apache Spark
2 3 (7.32%) Apache
3 2 (4.88%) Apache Airflow
4 1 (2.44%) Confluence
Business Applications
1 1 (2.44%) Sparx Enterprise Architect
Cloud Services
1 21 (51.22%) Azure
2 14 (34.15%) Power Platform
3 11 (26.83%) AWS
3 11 (26.83%) dbt
4 10 (24.39%) Azure Cosmos DB
5 9 (21.95%) Snowflake
6 8 (19.51%) SaaS
7 6 (14.63%) GCP
8 5 (12.20%) Cloud Computing
9 3 (7.32%) Amazon S3
9 3 (7.32%) Amazon SQS
9 3 (7.32%) AWS CloudFormation
9 3 (7.32%) AWS Lambda
9 3 (7.32%) AWS Step Functions
9 3 (7.32%) GitHub
9 3 (7.32%) Serverless
10 2 (4.88%) Azure Data Factory
11 1 (2.44%) Azure Synapse Analytics
11 1 (2.44%) Fivetran
Database & Business Intelligence
1 21 (51.22%) Data Warehouse
2 18 (43.90%) Data Lake
3 16 (39.02%) Metadata
4 13 (31.71%) Power BI
5 10 (24.39%) Azure SQL Database
6 8 (19.51%) Azure SQL Data Warehouse
6 8 (19.51%) Data Mining
7 7 (17.07%) SQL Server
8 5 (12.20%) Delta Lake
9 4 (9.76%) Amazon Redshift
9 4 (9.76%) Snowflake Schema
10 3 (7.32%) Amazon Aurora
10 3 (7.32%) Apache Iceberg
11 1 (2.44%) BigQuery
11 1 (2.44%) Looker
11 1 (2.44%) NoSQL
11 1 (2.44%) PostgreSQL
11 1 (2.44%) Semantic Layer
11 1 (2.44%) Tableau
Development Applications
1 5 (12.20%) GitLab
2 1 (2.44%) ER Studio
2 1 (2.44%) ERwin
2 1 (2.44%) Git
General
1 19 (46.34%) Social Skills
2 11 (26.83%) Finance
3 8 (19.51%) Retail
4 7 (17.07%) Analytical Skills
5 6 (14.63%) Banking
6 5 (12.20%) Investment Banking
7 4 (9.76%) Advertising
8 2 (4.88%) Documentation Skills
8 2 (4.88%) Music Industry
8 2 (4.88%) Publishing
Job Titles
1 21 (51.22%) Architect
1 21 (51.22%) Data Architect
2 17 (41.46%) Senior
3 10 (24.39%) Data Engineer
4 8 (19.51%) Azure Architect
4 8 (19.51%) Azure Data Architect
4 8 (19.51%) Senior Architect
4 8 (19.51%) Senior Data Architect
5 6 (14.63%) Developer
5 6 (14.63%) Senior Data Engineer
5 6 (14.63%) Snowflake Developer
6 3 (7.32%) Snowflake Architect
7 2 (4.88%) Author
7 2 (4.88%) Lead
7 2 (4.88%) Lead Data Engineer
7 2 (4.88%) Senior Technical Author
7 2 (4.88%) Technical Author
8 1 (2.44%) Data Modeller
8 1 (2.44%) Python Developer
8 1 (2.44%) Snowflake Engineer
Libraries, Frameworks & Software Standards
1 3 (7.32%) Pandas
1 3 (7.32%) Snowpark
2 2 (4.88%) Kafka
2 2 (4.88%) XML
Miscellaneous
1 8 (19.51%) Product Ownership
2 3 (7.32%) Data Structures
2 3 (7.32%) Virtual Team
3 2 (4.88%) Legacy Systems
3 2 (4.88%) Management Information System
4 1 (2.44%) Reinsurance
4 1 (2.44%) Taxonomies
Processes & Methodologies
1 35 (85.37%) Data Modelling
2 19 (46.34%) Kimball Methodology
3 18 (43.90%) Business Intelligence
4 16 (39.02%) Stakeholder Engagement
5 15 (36.59%) Data Architecture
5 15 (36.59%) Data Pipeline
5 15 (36.59%) Data Strategy
6 14 (34.15%) Data Science
7 13 (31.71%) Data Governance
7 13 (31.71%) ETL
8 12 (29.27%) Data Management
9 9 (21.95%) Data Design
9 9 (21.95%) Dimensional Modelling
9 9 (21.95%) Stakeholder Management
10 8 (19.51%) Analytics
10 8 (19.51%) Data Engineering
11 7 (17.07%) Problem-Solving
12 6 (14.63%) Data Integration
12 6 (14.63%) Machine Learning
12 6 (14.63%) Migration
Programming Languages
1 28 (68.29%) SQL
2 17 (41.46%) Python
3 7 (17.07%) Java
4 6 (14.63%) ANSI SQL
5 5 (12.20%) Scala
6 1 (2.44%) SHACL
Qualifications
1 2 (4.88%) BPSS Clearance
1 2 (4.88%) HNC
1 2 (4.88%) HND
2 1 (2.44%) AWS Certification
2 1 (2.44%) Microsoft Certification
Quality Assurance & Compliance
1 8 (19.51%) Data Quality
2 4 (9.76%) GDPR
3 1 (2.44%) PCI DSS
System Software
1 3 (7.32%) Docker
Vendors
1 15 (36.59%) Databricks
2 5 (12.20%) Oracle
3 4 (9.76%) Microsoft
4 3 (7.32%) Google
5 1 (2.44%) Sparx
5 1 (2.44%) Teradata