Data Vault
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Data Vault skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Vault over the 6 months to 19 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
19 May 2024
Same period 2023 Same period 2022
Rank 776 903 1110
Rank change year-on-year +127 +207 -225
Permanent jobs citing Data Vault 131 57 119
As % of all permanent jobs advertised in the UK 0.13% 0.057% 0.074%
As % of the Database & Business Intelligence category 0.72% 0.27% 0.26%
Number of salaries quoted 87 35 61
10th Percentile £64,740 £42,500 £47,500
25th Percentile £75,000 £48,750 £65,000
Median annual salary (50th Percentile) £85,000 £55,000 £75,000
Median % change year-on-year +54.55% -26.67% +7.14%
75th Percentile £90,000 £108,750 £90,000
90th Percentile £92,500 £180,000 £120,000
UK excluding London median annual salary £87,500 £50,000 £56,250
% change year-on-year +75.00% -11.11% +12.50%

All Database and Business Intelligence Skills
UK

Data Vault 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 with a requirement for database or business intelligence skills.

Permanent vacancies with a requirement for database or business intelligence skills 18,265 21,435 45,187
As % of all permanent jobs advertised in the UK 18.28% 21.54% 28.02%
Number of salaries quoted 12,527 13,381 21,027
10th Percentile £35,000 £37,500 £36,250
25th Percentile £42,725 £47,500 £45,000
Median annual salary (50th Percentile) £57,500 £65,000 £60,000
Median % change year-on-year -11.54% +8.33% +9.09%
75th Percentile £76,250 £83,250 £80,000
90th Percentile £96,539 £103,750 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% +10.53%

Data Vault
Job Vacancy Trend

Job postings citing Data Vault as a proportion of all IT jobs advertised.

Job vacancy trend for Data Vault in the UK

Data Vault
Salary Trend

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

Salary trend for Data Vault in the UK

Data Vault
Salary Histogram

Salary distribution for jobs citing Data Vault over the 6 months to 19 May 2024.

Salary histogram for Data Vault in the UK

Data Vault
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Vault within the UK over the 6 months to 19 May 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
England +136 118 £85,000 +36.00% 11
UK excluding London +63 92 £87,500 +75.00% 6
North of England +95 54 £90,000 +52.54% 4
North West - 50 £90,000 - 4
London +107 32 £85,000 -26.09% 5
South West - 26 £40,000 -
Work from Home +51 23 £75,000 +36.36% 5
North East 0 3 £52,500 +59.09%
South East -7 3 £65,500 +45.56%
Wales - 3 £46,131 -
Midlands -12 2 £85,000 +54.55% 2
Scotland - 2 - -
Yorkshire +80 1 - -
West Midlands 0 1 £85,000 +54.55% 2
East of England 0 1 £98,944 +97.89%
Northern Ireland - 1 - -
East Midlands - 1 - -

Data Vault
Co-occurring Skills and Capabilities 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 6 (4.58%) Apache
2 5 (3.82%) Apache Airflow
3 4 (3.05%) Apache Spark
4 1 (0.76%) Apache Synapse
Applications
1 2 (1.53%) Microsoft Office
Cloud Services
1 89 (67.94%) Azure
2 52 (39.69%) Azure DevOps
3 26 (19.85%) AWS
4 24 (18.32%) Power Platform
5 15 (11.45%) Azure Data Factory
5 15 (11.45%) Snowflake
6 11 (8.40%) GCP
7 7 (5.34%) Amazon S3
7 7 (5.34%) Azure Synapse Analytics
7 7 (5.34%) dbt
8 5 (3.82%) Amazon EMR
9 4 (3.05%) Serverless
10 3 (2.29%) Fivetran
11 2 (1.53%) AWS Lambda
11 2 (1.53%) Azure Cognitive Search
11 2 (1.53%) Azure Cognitive Services
11 2 (1.53%) Azure Functions
11 2 (1.53%) Cloud Composer
12 1 (0.76%) AWS Data Pipeline
Database & Business Intelligence
1 50 (38.17%) Data Warehouse
2 42 (32.06%) Delta Lake
3 41 (31.30%) SQL Server
4 24 (18.32%) Power BI
5 17 (12.98%) Tableau
6 16 (12.21%) Data Lake
7 15 (11.45%) Star Schema
8 9 (6.87%) SQL Server Integration Services
9 8 (6.11%) BigQuery
10 7 (5.34%) Amazon Redshift
10 7 (5.34%) Metadata
10 7 (5.34%) Snowflake Schema
10 7 (5.34%) SQL Server Analysis Services
10 7 (5.34%) SQL Server Reporting Services
11 6 (4.58%) Big Data
12 5 (3.82%) Looker
12 5 (3.82%) Parquet
13 4 (3.05%) OLAP
14 2 (1.53%) Semantic Layer
15 1 (0.76%) RDBMS
Development Applications
1 49 (37.40%) JIRA
2 5 (3.82%) Git
3 2 (1.53%) CircleCI
3 2 (1.53%) GitLab
3 2 (1.53%) Jenkins
General
1 25 (19.08%) Publishing
2 23 (17.56%) Aerospace
3 14 (10.69%) Finance
4 13 (9.92%) Presentation Skills
4 13 (9.92%) Social Skills
5 7 (5.34%) Documentation Skills
6 5 (3.82%) Inclusion and Diversity
7 3 (2.29%) Analytical Skills
7 3 (2.29%) Legal
7 3 (2.29%) Manufacturing
7 3 (2.29%) Organisational Skills
7 3 (2.29%) Retail
8 2 (1.53%) Influencing Skills
9 1 (0.76%) Automotive
9 1 (0.76%) Banking
9 1 (0.76%) Billing
9 1 (0.76%) Law
Job Titles
1 70 (53.44%) Data Engineer
2 29 (22.14%) Senior
3 27 (20.61%) Informatica Engineer
3 27 (20.61%) Senior Data Engineer
4 25 (19.08%) Architect
5 23 (17.56%) Author
5 23 (17.56%) Data Architect
5 23 (17.56%) Technical Author
6 13 (9.92%) Principal Architect
6 13 (9.92%) Principal Data Architect
7 10 (7.63%) Lead
8 7 (5.34%) Lead Data Engineer
9 6 (4.58%) Azure Engineer
10 5 (3.82%) Azure Data Engineer
10 5 (3.82%) Business Intelligence Architect
11 4 (3.05%) Developer
11 4 (3.05%) Head of Analytics
12 3 (2.29%) Head of Data Analytics
12 3 (2.29%) Technical Architect
13 2 (1.53%) Technical Specialist
Libraries, Frameworks & Software Standards
1 27 (20.61%) XML
2 21 (16.03%) PySpark
3 5 (3.82%) Apache Beam
3 5 (3.82%) Pandas
4 3 (2.29%) Kafka
5 2 (1.53%) JSON
6 1 (0.76%) REST
Miscellaneous
1 46 (35.11%) Data Structures
2 40 (30.53%) Reinsurance
3 39 (29.77%) Public Cloud
4 27 (20.61%) Management Information System
5 6 (4.58%) IoT
6 2 (1.53%) Cloud Native
6 2 (1.53%) Mobile App
6 2 (1.53%) Product Ownership
7 1 (0.76%) Enterprise Cloud
7 1 (0.76%) Greenfield Project
Processes & Methodologies
1 90 (68.70%) Data Modelling
2 74 (56.49%) ETL
3 67 (51.15%) Analytics
4 61 (46.56%) Data Analysis
5 60 (45.80%) Agile
6 48 (36.64%) DevOps
6 48 (36.64%) Scrum
7 46 (35.11%) Scaled Agile Framework
8 34 (25.95%) Data Management
9 33 (25.19%) Business Intelligence
10 32 (24.43%) Impact Assessments
10 32 (24.43%) Migration
11 31 (23.66%) Data Strategy
11 31 (23.66%) Master Data Management
12 26 (19.85%) Collaborative Working
12 26 (19.85%) Data Science
13 25 (19.08%) Document Management
14 24 (18.32%) Data Integration
15 20 (15.27%) Data Pipeline
16 19 (14.50%) Data Architecture
Programming Languages
1 52 (39.69%) SQL
2 49 (37.40%) Python
3 3 (2.29%) Data Analysis Expressions
4 2 (1.53%) C#
5 1 (0.76%) Java
5 1 (0.76%) Scala
Qualifications
1 25 (19.08%) HNC
1 25 (19.08%) HND
2 6 (4.58%) Azure Certification
3 2 (1.53%) Degree
3 2 (1.53%) SC Cleared
3 2 (1.53%) Security Cleared
Quality Assurance & Compliance
1 56 (42.75%) Data Quality
2 1 (0.76%) GDPR
Systems Management
1 7 (5.34%) Terraform
2 5 (3.82%) Kubernetes
Vendors
1 61 (46.56%) Databricks
2 50 (38.17%) Informatica
3 40 (30.53%) Oracle
4 6 (4.58%) Microsoft
5 4 (3.05%) BiZZdesign
6 2 (1.53%) Ab Initio
6 2 (1.53%) Alteryx
6 2 (1.53%) Google