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

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 769 936 1126
Rank change year-on-year +167 +190 -248
Permanent jobs citing Data Vault 135 57 103
As % of all permanent jobs advertised in the UK 0.14% 0.055% 0.066%
As % of the Database & Business Intelligence category 0.74% 0.26% 0.24%
Number of salaries quoted 90 35 58
10th Percentile £64,935 £42,500 £45,125
25th Percentile £75,000 £51,250 £66,063
Median annual salary (50th Percentile) £85,000 £75,000 £75,000
Median % change year-on-year +13.33% - -3.23%
75th Percentile £90,000 £108,750 £87,875
90th Percentile - £162,000 £120,000
UK excluding London median annual salary £85,000 £55,000 £55,000
% change year-on-year +54.55% - +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 18,159 22,148 43,588
As % of all permanent jobs advertised in the UK 18.41% 21.34% 27.85%
Number of salaries quoted 12,577 13,812 21,421
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 £78,750
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% +7.78%

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 3 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 3 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 +153 122 £85,000 +11.48% 11
UK excluding London +85 93 £85,000 +54.55% 6
North of England +98 52 £90,000 +56.52% 2
North West +54 48 £90,000 +56.52% 2
London +129 35 £85,000 -5.56% 5
South West - 26 £40,000 -
Work from Home +82 24 £75,000 +36.36% 5
South East +13 6 £67,500 +50.00%
North East -2 3 £52,500 +59.09%
Wales - 3 £46,131 -
Midlands +1 2 £85,000 +54.55% 4
Scotland - 2 - -
Yorkshire +77 1 - -
East of England +15 1 £98,944 +97.89%
West Midlands +3 1 £85,000 +54.55% 4
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 (4.44%) Apache
2 5 (3.70%) Apache Airflow
3 4 (2.96%) Apache Spark
4 1 (0.74%) Apache Synapse
Applications
1 2 (1.48%) Microsoft Office
Cloud Services
1 93 (68.89%) Azure
2 54 (40.00%) Azure DevOps
3 26 (19.26%) AWS
4 25 (18.52%) Power Platform
5 15 (11.11%) Snowflake
6 14 (10.37%) Azure Data Factory
7 11 (8.15%) GCP
8 10 (7.41%) Azure Synapse Analytics
9 7 (5.19%) Amazon S3
9 7 (5.19%) dbt
10 5 (3.70%) Amazon EMR
11 4 (2.96%) Serverless
12 3 (2.22%) Fivetran
13 2 (1.48%) AWS Lambda
13 2 (1.48%) Azure Cognitive Search
13 2 (1.48%) Azure Cognitive Services
13 2 (1.48%) Azure Functions
13 2 (1.48%) Cloud Composer
14 1 (0.74%) AWS Data Pipeline
Database & Business Intelligence
1 53 (39.26%) Data Warehouse
2 45 (33.33%) Delta Lake
3 43 (31.85%) SQL Server
4 25 (18.52%) Power BI
5 19 (14.07%) Data Lake
6 17 (12.59%) Tableau
7 15 (11.11%) Star Schema
8 9 (6.67%) Metadata
8 9 (6.67%) SQL Server Integration Services
9 8 (5.93%) BigQuery
10 7 (5.19%) Amazon Redshift
10 7 (5.19%) Snowflake Schema
10 7 (5.19%) SQL Server Analysis Services
10 7 (5.19%) SQL Server Reporting Services
11 6 (4.44%) Big Data
11 6 (4.44%) Parquet
12 5 (3.70%) Looker
13 4 (2.96%) OLAP
14 3 (2.22%) Azure SQL Data Warehouse
15 2 (1.48%) Semantic Layer
Development Applications
1 51 (37.78%) JIRA
2 5 (3.70%) Git
3 3 (2.22%) ERwin
4 2 (1.48%) CircleCI
4 2 (1.48%) GitLab
4 2 (1.48%) Jenkins
General
1 25 (18.52%) Publishing
2 23 (17.04%) Aerospace
3 14 (10.37%) Finance
3 14 (10.37%) Presentation Skills
4 12 (8.89%) Social Skills
5 8 (5.93%) Documentation Skills
6 5 (3.70%) Inclusion and Diversity
7 3 (2.22%) Analytical Skills
7 3 (2.22%) Law
7 3 (2.22%) Legal
7 3 (2.22%) Manufacturing
7 3 (2.22%) Organisational Skills
7 3 (2.22%) Retail
8 2 (1.48%) Influencing Skills
9 1 (0.74%) Automotive
9 1 (0.74%) Banking
9 1 (0.74%) Billing
Job Titles
1 69 (51.11%) Data Engineer
2 29 (21.48%) Senior
3 28 (20.74%) Architect
4 27 (20.00%) Senior Data Engineer
5 26 (19.26%) Data Architect
6 25 (18.52%) Informatica Engineer
7 23 (17.04%) Author
7 23 (17.04%) Technical Author
8 13 (9.63%) Principal Architect
8 13 (9.63%) Principal Data Architect
9 9 (6.67%) Lead
10 6 (4.44%) Azure Engineer
10 6 (4.44%) Lead Data Engineer
11 5 (3.70%) Azure Data Engineer
11 5 (3.70%) Business Intelligence Architect
12 4 (2.96%) Developer
12 4 (2.96%) Head of Analytics
13 3 (2.22%) Analyst
13 3 (2.22%) Data Analyst
13 3 (2.22%) Technical Architect
Libraries, Frameworks & Software Standards
1 28 (20.74%) XML
2 21 (15.56%) PySpark
3 5 (3.70%) Apache Beam
3 5 (3.70%) Pandas
4 3 (2.22%) JSON
4 3 (2.22%) Kafka
5 1 (0.74%) REST
Miscellaneous
1 46 (34.07%) Data Structures
2 42 (31.11%) Reinsurance
3 41 (30.37%) Public Cloud
4 27 (20.00%) Management Information System
5 6 (4.44%) IoT
6 2 (1.48%) Cloud Native
6 2 (1.48%) Mobile App
6 2 (1.48%) Product Ownership
7 1 (0.74%) Enterprise Cloud
7 1 (0.74%) Greenfield Project
Processes & Methodologies
1 92 (68.15%) Data Modelling
2 74 (54.81%) ETL
3 70 (51.85%) Analytics
4 62 (45.93%) Agile
4 62 (45.93%) Data Analysis
5 50 (37.04%) DevOps
6 48 (35.56%) Scrum
7 46 (34.07%) Scaled Agile Framework
8 36 (26.67%) Data Management
9 34 (25.19%) Business Intelligence
10 32 (23.70%) Impact Assessments
10 32 (23.70%) Migration
11 31 (22.96%) Data Strategy
11 31 (22.96%) Master Data Management
12 26 (19.26%) Collaborative Working
12 26 (19.26%) Data Science
13 25 (18.52%) Data Integration
13 25 (18.52%) Document Management
14 20 (14.81%) Data Pipeline
15 19 (14.07%) Data Architecture
Programming Languages
1 53 (39.26%) SQL
2 49 (36.30%) Python
3 3 (2.22%) Data Analysis Expressions
4 2 (1.48%) C#
5 1 (0.74%) Java
5 1 (0.74%) Scala
Qualifications
1 25 (18.52%) HNC
1 25 (18.52%) HND
2 6 (4.44%) Azure Certification
3 2 (1.48%) Degree
3 2 (1.48%) SC Cleared
3 2 (1.48%) Security Cleared
Quality Assurance & Compliance
1 58 (42.96%) Data Quality
2 3 (2.22%) GDPR
Systems Management
1 7 (5.19%) Terraform
2 5 (3.70%) Kubernetes
Vendors
1 60 (44.44%) Databricks
2 52 (38.52%) Informatica
3 42 (31.11%) Oracle
4 6 (4.44%) Microsoft
5 4 (2.96%) BiZZdesign
6 3 (2.22%) IBM
7 2 (1.48%) Ab Initio
7 2 (1.48%) Alteryx
7 2 (1.48%) Google