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 7 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
7 May 2024
Same period 2023 Same period 2022
Rank 773 936 1126
Rank change year-on-year +163 +190 -243
Permanent jobs citing Data Vault 134 59 109
As % of all permanent jobs advertised in the UK 0.14% 0.058% 0.069%
As % of the Database & Business Intelligence category 0.74% 0.27% 0.25%
Number of salaries quoted 89 37 59
10th Percentile £64,870 £42,500 £42,500
25th Percentile £75,000 £50,000 £63,750
Median annual salary (50th Percentile) £85,000 £75,000 £75,000
Median % change year-on-year +13.33% - +1.69%
75th Percentile £90,000 £122,500 £89,000
90th Percentile £90,500 £180,000 £120,000
UK excluding London median annual salary £85,000 £52,500 £55,000
% change year-on-year +61.90% -4.55% +11.96%

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 18,050 21,669 43,969
As % of all permanent jobs advertised in the UK 18.33% 21.34% 27.93%
Number of salaries quoted 12,498 13,515 21,192
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 £83,750 £79,000
90th Percentile £95,000 £102,500 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% +8.25%

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 7 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 7 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 +153 121 £85,000 +11.48% 10
UK excluding London +56 92 £85,000 +61.90% 6
North of England +92 53 £90,000 +56.52% 3
North West +62 49 £90,000 +56.52% 3
London +129 35 £85,000 -17.07% 4
South West - 26 £40,000 -
Work from Home +65 24 £75,000 +36.36% 4
South East +22 4 £67,500 +50.00%
North East -1 3 £52,500 +59.09%
Wales - 3 £46,131 -
Midlands -11 2 £85,000 +54.55% 3
Scotland - 2 - -
Yorkshire +79 1 - -
East of England +15 1 £98,944 +97.89%
West Midlands +3 1 £85,000 +54.55% 3
East Midlands - 1 - -
Northern Ireland - 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 (4.48%) Apache
2 5 (3.73%) Apache Airflow
3 4 (2.99%) Apache Spark
4 1 (0.75%) Apache Synapse
Applications
1 2 (1.49%) Microsoft Office
Cloud Services
1 92 (68.66%) Azure
2 54 (40.30%) Azure DevOps
3 26 (19.40%) AWS
4 24 (17.91%) Power Platform
5 15 (11.19%) Azure Data Factory
5 15 (11.19%) Snowflake
6 11 (8.21%) GCP
7 8 (5.97%) Azure Synapse Analytics
8 7 (5.22%) Amazon S3
8 7 (5.22%) dbt
9 5 (3.73%) Amazon EMR
10 4 (2.99%) Serverless
11 3 (2.24%) Fivetran
12 2 (1.49%) AWS Lambda
12 2 (1.49%) Azure Cognitive Search
12 2 (1.49%) Azure Cognitive Services
12 2 (1.49%) Azure Functions
12 2 (1.49%) Cloud Composer
13 1 (0.75%) AWS Data Pipeline
Database & Business Intelligence
1 51 (38.06%) Data Warehouse
2 44 (32.84%) Delta Lake
3 43 (32.09%) SQL Server
4 24 (17.91%) Power BI
5 17 (12.69%) Data Lake
5 17 (12.69%) Tableau
6 15 (11.19%) Star Schema
7 9 (6.72%) SQL Server Integration Services
8 8 (5.97%) BigQuery
8 8 (5.97%) Metadata
9 7 (5.22%) Amazon Redshift
9 7 (5.22%) Snowflake Schema
9 7 (5.22%) SQL Server Analysis Services
9 7 (5.22%) SQL Server Reporting Services
10 6 (4.48%) Big Data
11 5 (3.73%) Looker
11 5 (3.73%) Parquet
12 4 (2.99%) OLAP
13 2 (1.49%) Semantic Layer
14 1 (0.75%) Azure SQL Data Warehouse
Development Applications
1 51 (38.06%) JIRA
2 5 (3.73%) Git
3 2 (1.49%) CircleCI
3 2 (1.49%) GitLab
3 2 (1.49%) Jenkins
4 1 (0.75%) ERwin
General
1 25 (18.66%) Publishing
2 23 (17.16%) Aerospace
3 14 (10.45%) Finance
4 13 (9.70%) Presentation Skills
4 13 (9.70%) Social Skills
5 7 (5.22%) Documentation Skills
6 5 (3.73%) Inclusion and Diversity
7 3 (2.24%) Analytical Skills
7 3 (2.24%) Legal
7 3 (2.24%) Manufacturing
7 3 (2.24%) Organisational Skills
7 3 (2.24%) Retail
8 2 (1.49%) Influencing Skills
8 2 (1.49%) Law
9 1 (0.75%) Automotive
9 1 (0.75%) Banking
9 1 (0.75%) Billing
Job Titles
1 71 (52.99%) Data Engineer
2 30 (22.39%) Senior
3 28 (20.90%) Senior Data Engineer
4 26 (19.40%) Architect
4 26 (19.40%) Informatica Engineer
5 24 (17.91%) Data Architect
6 23 (17.16%) Author
6 23 (17.16%) Technical Author
7 13 (9.70%) Principal Architect
7 13 (9.70%) Principal Data Architect
8 10 (7.46%) Lead
9 7 (5.22%) Lead Data Engineer
10 6 (4.48%) Azure Engineer
11 5 (3.73%) Azure Data Engineer
11 5 (3.73%) Business Intelligence Architect
12 4 (2.99%) Developer
12 4 (2.99%) Head of Analytics
13 3 (2.24%) Head of Data Analytics
13 3 (2.24%) Technical Architect
14 2 (1.49%) Analyst
Libraries, Frameworks & Software Standards
1 27 (20.15%) XML
2 21 (15.67%) PySpark
3 5 (3.73%) Apache Beam
3 5 (3.73%) Pandas
4 3 (2.24%) Kafka
5 2 (1.49%) JSON
6 1 (0.75%) REST
Miscellaneous
1 47 (35.07%) Data Structures
2 42 (31.34%) Reinsurance
3 41 (30.60%) Public Cloud
4 27 (20.15%) Management Information System
5 6 (4.48%) IoT
6 2 (1.49%) Cloud Native
6 2 (1.49%) Mobile App
6 2 (1.49%) Product Ownership
7 1 (0.75%) Enterprise Cloud
7 1 (0.75%) Greenfield Project
Processes & Methodologies
1 92 (68.66%) Data Modelling
2 75 (55.97%) ETL
3 69 (51.49%) Analytics
4 62 (46.27%) Agile
4 62 (46.27%) Data Analysis
5 50 (37.31%) DevOps
6 49 (36.57%) Scrum
7 47 (35.07%) Scaled Agile Framework
8 36 (26.87%) Data Management
9 33 (24.63%) Business Intelligence
10 32 (23.88%) Data Strategy
10 32 (23.88%) Impact Assessments
10 32 (23.88%) Master Data Management
10 32 (23.88%) Migration
11 27 (20.15%) Collaborative Working
12 26 (19.40%) Data Science
13 25 (18.66%) Data Integration
13 25 (18.66%) Document Management
14 20 (14.93%) Data Pipeline
15 19 (14.18%) Data Architecture
Programming Languages
1 53 (39.55%) SQL
2 50 (37.31%) Python
3 3 (2.24%) Data Analysis Expressions
4 2 (1.49%) C#
5 1 (0.75%) Java
5 1 (0.75%) Scala
Qualifications
1 25 (18.66%) HNC
1 25 (18.66%) HND
2 6 (4.48%) Azure Certification
3 2 (1.49%) Degree
3 2 (1.49%) SC Cleared
3 2 (1.49%) Security Cleared
Quality Assurance & Compliance
1 58 (43.28%) Data Quality
2 2 (1.49%) GDPR
Systems Management
1 7 (5.22%) Terraform
2 5 (3.73%) Kubernetes
Vendors
1 62 (46.27%) Databricks
2 52 (38.81%) Informatica
3 42 (31.34%) Oracle
4 6 (4.48%) Microsoft
5 4 (2.99%) BiZZdesign
6 2 (1.49%) Ab Initio
6 2 (1.49%) Alteryx
6 2 (1.49%) Google
7 1 (0.75%) IBM