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

6 months to
22 May 2024
Same period 2023 Same period 2022
Rank 751 898 1133
Rank change year-on-year +147 +235 -245
Permanent jobs citing Data Vault 145 56 124
As % of all permanent jobs advertised in the UK 0.14% 0.057% 0.076%
As % of the Database & Business Intelligence category 0.80% 0.26% 0.27%
Number of salaries quoted 89 34 61
10th Percentile £64,870 £42,500 £46,250
25th Percentile £75,000 £48,125 £65,000
Median annual salary (50th Percentile) £85,000 £62,500 £75,000
Median % change year-on-year +36.00% -16.67% +7.14%
75th Percentile £90,000 £95,000 £90,000
90th Percentile £94,500 £180,000 £120,000
UK excluding London median annual salary £90,000 £50,000 £55,000
% change year-on-year +80.00% -9.09% +10.00%

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 18,220 21,197 45,948
As % of all permanent jobs advertised in the UK 18.21% 21.48% 28.12%
Number of salaries quoted 12,506 13,213 21,038
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 £77,500 £82,500 £80,000
90th Percentile £97,500 £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 22 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 22 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 +144 127 £85,000 +21.43% 12
UK excluding London +78 102 £90,000 +80.00% 6
North of England +115 58 £90,000 +52.54% 4
North West - 53 £90,000 - 4
London +126 35 £85,000 -20.93% 6
South West - 27 £40,000 -
Work from Home +57 24 £75,000 +36.36% 5
Scotland - 4 - -
Wales - 4 £46,131 -
South East +5 3 £63,500 +41.11%
North East -6 3 £52,500 +59.09%
Midlands -23 3 £85,000 +54.55% 2
Yorkshire +76 2 - -
East Midlands - 2 - -
Northern Ireland - 2 - -
East of England +11 1 £98,944 +97.89%
West Midlands -6 1 £85,000 +54.55% 2

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 (4.14%) Apache
1 6 (4.14%) Apache Airflow
2 4 (2.76%) Apache Spark
3 1 (0.69%) Apache Synapse
Applications
1 2 (1.38%) Microsoft Office
Cloud Services
1 102 (70.34%) Azure
2 52 (35.86%) Azure DevOps
3 38 (26.21%) AWS
4 36 (24.83%) Power Platform
5 16 (11.03%) Azure Data Factory
5 16 (11.03%) Snowflake
6 11 (7.59%) GCP
7 8 (5.52%) dbt
8 7 (4.83%) Amazon S3
8 7 (4.83%) Azure Synapse Analytics
9 5 (3.45%) Amazon EMR
10 4 (2.76%) Fivetran
10 4 (2.76%) Serverless
11 2 (1.38%) AWS Lambda
11 2 (1.38%) Azure Cognitive Search
11 2 (1.38%) Azure Cognitive Services
11 2 (1.38%) Azure Functions
11 2 (1.38%) Cloud Composer
12 1 (0.69%) AWS Data Pipeline
Database & Business Intelligence
1 63 (43.45%) Data Warehouse
2 42 (28.97%) Delta Lake
3 41 (28.28%) SQL Server
4 36 (24.83%) Power BI
5 29 (20.00%) Tableau
6 16 (11.03%) Data Lake
7 15 (10.34%) Star Schema
8 9 (6.21%) SQL Server Integration Services
9 8 (5.52%) Amazon Redshift
9 8 (5.52%) BigQuery
10 7 (4.83%) Snowflake Schema
10 7 (4.83%) SQL Server Analysis Services
10 7 (4.83%) SQL Server Reporting Services
11 6 (4.14%) Big Data
11 6 (4.14%) Metadata
12 5 (3.45%) Looker
12 5 (3.45%) Parquet
13 4 (2.76%) OLAP
14 2 (1.38%) Semantic Layer
15 1 (0.69%) RDBMS
Development Applications
1 49 (33.79%) JIRA
2 5 (3.45%) Git
3 2 (1.38%) CircleCI
3 2 (1.38%) GitLab
3 2 (1.38%) Jenkins
General
1 25 (17.24%) Presentation Skills
1 25 (17.24%) Publishing
2 23 (15.86%) Aerospace
3 15 (10.34%) Finance
4 14 (9.66%) Social Skills
5 7 (4.83%) Documentation Skills
6 5 (3.45%) Inclusion and Diversity
7 4 (2.76%) Analytical Skills
8 3 (2.07%) Legal
8 3 (2.07%) Manufacturing
8 3 (2.07%) Organisational Skills
8 3 (2.07%) Retail
9 2 (1.38%) Influencing Skills
10 1 (0.69%) Automotive
10 1 (0.69%) Banking
10 1 (0.69%) Billing
10 1 (0.69%) Financial Institution
Job Titles
1 73 (50.34%) Data Engineer
2 37 (25.52%) Architect
3 35 (24.14%) Data Architect
4 30 (20.69%) Senior
5 28 (19.31%) Informatica Engineer
5 28 (19.31%) Senior Data Engineer
6 25 (17.24%) Principal Architect
6 25 (17.24%) Principal Data Architect
7 23 (15.86%) Author
7 23 (15.86%) Technical Author
8 12 (8.28%) Lead
9 9 (6.21%) Lead Data Engineer
10 6 (4.14%) Azure Engineer
11 5 (3.45%) Azure Data Engineer
11 5 (3.45%) Business Intelligence Architect
12 4 (2.76%) Developer
12 4 (2.76%) Head of Analytics
13 3 (2.07%) Head of Data Analytics
13 3 (2.07%) Technical Architect
14 2 (1.38%) Technical Specialist
Libraries, Frameworks & Software Standards
1 27 (18.62%) XML
2 21 (14.48%) PySpark
3 5 (3.45%) Apache Beam
3 5 (3.45%) Pandas
4 3 (2.07%) Kafka
5 2 (1.38%) JSON
6 1 (0.69%) REST
Miscellaneous
1 47 (32.41%) Data Structures
2 40 (27.59%) Reinsurance
3 39 (26.90%) Public Cloud
4 27 (18.62%) Management Information System
5 6 (4.14%) IoT
6 2 (1.38%) Cloud Native
6 2 (1.38%) Mobile App
6 2 (1.38%) Product Ownership
7 1 (0.69%) Analytical Mindset
7 1 (0.69%) Credit Risk
7 1 (0.69%) Enterprise Cloud
7 1 (0.69%) Greenfield Project
Processes & Methodologies
1 104 (71.72%) Data Modelling
2 79 (54.48%) Analytics
3 75 (51.72%) ETL
4 74 (51.03%) Data Analysis
5 60 (41.38%) Agile
5 60 (41.38%) DevOps
6 49 (33.79%) Scrum
7 47 (32.41%) Scaled Agile Framework
8 45 (31.03%) Business Intelligence
9 39 (26.90%) Data Science
10 35 (24.14%) Data Management
11 32 (22.07%) Data Architecture
11 32 (22.07%) Data Strategy
11 32 (22.07%) Impact Assessments
11 32 (22.07%) Kimball Methodology
11 32 (22.07%) Master Data Management
11 32 (22.07%) Migration
12 29 (20.00%) Data Analytics
13 27 (18.62%) Collaborative Working
14 26 (17.93%) Problem-Solving
Programming Languages
1 54 (37.24%) SQL
2 50 (34.48%) Python
3 3 (2.07%) Data Analysis Expressions
4 2 (1.38%) C#
5 1 (0.69%) Java
5 1 (0.69%) Scala
Qualifications
1 25 (17.24%) HNC
1 25 (17.24%) HND
2 6 (4.14%) Azure Certification
3 2 (1.38%) Degree
3 2 (1.38%) SC Cleared
3 2 (1.38%) Security Cleared
Quality Assurance & Compliance
1 57 (39.31%) Data Quality
2 1 (0.69%) QA
Systems Management
1 8 (5.52%) Terraform
2 5 (3.45%) Kubernetes
Vendors
1 64 (44.14%) Databricks
2 50 (34.48%) Informatica
3 40 (27.59%) Oracle
4 6 (4.14%) Microsoft
5 4 (2.76%) BiZZdesign
6 2 (1.38%) Ab Initio
6 2 (1.38%) Alteryx
6 2 (1.38%) Google