Period
to 29 July 2021

The following table provides summary statistics for permanent job vacancies advertised in London 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 29 July 2021 with a comparison to the same period in the previous 2 years.

Data Vault
England > London
6 months to
29 Jul 2021
Same period 2020 Same period 2019
Rank 636 548 712
Rank change year-on-year -88 +164 +121
Permanent jobs citing Data Vault 49 7 48
As % of all permanent jobs advertised in London 0.11% 0.024% 0.084%
As % of the Database & Business Intelligence category 0.34% 0.086% 0.29%
Number of salaries quoted 38 7 45
10th Percentile £55,125 £52,500 "
25th Percentile £60,000 £68,125 £61,250
Median annual salary (50th Percentile) £63,750 £105,000 £62,500
Median % change year-on-year -39.29% +68.00% -18.03%
75th Percentile £82,500 £117,500 £73,750
90th Percentile £102,500 £120,500 £80,250
England median annual salary £60,000 £57,500 £65,000
% change year-on-year +4.35% -11.54% +17.12%

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 advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 14,384 8,107 16,564
As % of all permanent IT jobs advertised in London 31.94% 28.29% 28.98%
Number of salaries quoted 8,697 6,579 13,985
10th Percentile £44,000 £41,250 £38,750
25th Percentile £53,500 £51,250 £48,750
Median annual salary (50th Percentile) £70,000 £67,500 £65,000
Median % change year-on-year +3.70% +3.85% +4.00%
75th Percentile £88,750 £85,000 £82,500
90th Percentile £105,000 £101,250 £95,000
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Data Vault
Job Vacancy Trend in London

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

Job vacancy trend for Data Vault in London

Data Vault
Salary Trend in London

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

Salary trend for Data Vault in London

Data Vault
Salary Histogram in London

Salary distribution for jobs citing Data Vault in London over the 6 months to 29 July 2021.

Salary histogram for Data Vault in London

Data Vault
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Vault within the London region over the 6 months to 29 July 2021. 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
Job
Vacancies
South London - 8 £80,000 -
Central London -1 1 £80,000 -30.43% 1
Data Vault
England

For the 6 months to 29 July 2021, IT jobs citing Data Vault also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Data Vault.

1 44 (89.80%) Data Warehouse
2 39 (79.59%) SQL
3 25 (51.02%) Informatica
3 25 (51.02%) Finance
4 24 (48.98%) T-SQL
5 21 (42.86%) Business Intelligence
6 20 (40.82%) Banking
6 20 (40.82%) Investment Banking
7 19 (38.78%) Alteryx
7 19 (38.78%) Data Modelling
7 19 (38.78%) Data Lineage
8 15 (30.61%) Social Skills
9 14 (28.57%) Azure
10 13 (26.53%) AWS
11 11 (22.45%) ETL
11 11 (22.45%) Data Governance
11 11 (22.45%) Data Integration
11 11 (22.45%) Data Architecture
12 9 (18.37%) Tableau
12 9 (18.37%) Stakeholder Management
12 9 (18.37%) Relational Database
13 8 (16.33%) Data Transformation
13 8 (16.33%) Data Lake
13 8 (16.33%) Databricks
13 8 (16.33%) Snowflake
13 8 (16.33%) Migration
13 8 (16.33%) Data Security
14 7 (14.29%) Agile Software Development
14 7 (14.29%) SQL Server
14 7 (14.29%) Analytics

Data Vault
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (2.04%) Apache Spark
Business Applications
1 3 (6.12%) Exchequer
Cloud Services
1 14 (28.57%) Azure
2 13 (26.53%) AWS
3 8 (16.33%) Snowflake
4 6 (12.24%) GCP
5 5 (10.20%) Azure Data Factory
6 3 (6.12%) Microsoft 365
6 3 (6.12%) PaaS
6 3 (6.12%) Power Platform
7 1 (2.04%) Amazon S3
7 1 (2.04%) Azure Machine Learning
7 1 (2.04%) Azure Service Bus
7 1 (2.04%) dbt
7 1 (2.04%) Fivetran
7 1 (2.04%) Serverless
Communications & Networking
1 3 (6.12%) Firewall
1 3 (6.12%) Intranet
1 3 (6.12%) LAN
1 3 (6.12%) VoIP
1 3 (6.12%) VPN
1 3 (6.12%) WAN
Database & Business Intelligence
1 44 (89.80%) Data Warehouse
2 9 (18.37%) Relational Database
2 9 (18.37%) Tableau
3 8 (16.33%) Data Lake
4 7 (14.29%) SQL Server
5 5 (10.20%) NoSQL
5 5 (10.20%) RDBMS
6 4 (8.16%) Big Data
7 3 (6.12%) MongoDB
7 3 (6.12%) OLTP
7 3 (6.12%) PostgreSQL
7 3 (6.12%) Power BI
7 3 (6.12%) SQL Server 2012
8 2 (4.08%) Amazon Aurora
8 2 (4.08%) Amazon RDS
8 2 (4.08%) Amazon Redshift
8 2 (4.08%) Hadoop
8 2 (4.08%) MySQL
8 2 (4.08%) SQL Server Analysis Services
8 2 (4.08%) SQL Server Integration Services
Development Applications
1 4 (8.16%) JIRA
2 2 (4.08%) ER Studio
2 2 (4.08%) ERwin
2 2 (4.08%) PowerDesigner
2 2 (4.08%) RStudio
3 1 (2.04%) Git (software)
3 1 (2.04%) Jenkins
3 1 (2.04%) Visual Studio Team System
General
1 25 (51.02%) Finance
2 20 (40.82%) Banking
2 20 (40.82%) Investment Banking
3 15 (30.61%) Social Skills
4 4 (8.16%) Analytical Skills
5 1 (2.04%) Inclusion and Diversity
5 1 (2.04%) Influencing Skills
5 1 (2.04%) Marketing
5 1 (2.04%) Publishing
5 1 (2.04%) Retail
Job Titles
1 21 (42.86%) Analyst
1 21 (42.86%) Data Analyst
2 19 (38.78%) Data Integration Analyst
2 19 (38.78%) Integration Analyst
3 12 (24.49%) Architect
4 11 (22.45%) Data Architect
5 7 (14.29%) Data Engineer
6 4 (8.16%) Solutions Architect
7 3 (6.12%) Cloud Architect
7 3 (6.12%) Cloud Solutions Architect
7 3 (6.12%) Data Integration Architect
7 3 (6.12%) Head of Digital
7 3 (6.12%) Head of IT
7 3 (6.12%) Head of IT Operations
7 3 (6.12%) Head of Operations
7 3 (6.12%) Integration Architect
7 3 (6.12%) Senior Data Engineer
7 3 (6.12%) TOGAF Architect
8 2 (4.08%) SQL Analyst
8 2 (4.08%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 3 (6.12%) JSON
2 1 (2.04%) .NET
2 1 (2.04%) .NET Framework
2 1 (2.04%) Apache Avro
2 1 (2.04%) Kafka
2 1 (2.04%) MDX
2 1 (2.04%) XML
Miscellaneous
1 3 (6.12%) Greenfield Project
2 2 (4.08%) Management Information System
2 2 (4.08%) Public Cloud
2 2 (4.08%) Video Conferencing
3 1 (2.04%) Data Centre
3 1 (2.04%) Data Structures
3 1 (2.04%) Self-Motivation
3 1 (2.04%) Virtual Team
Operating Systems
1 3 (6.12%) Windows
1 3 (6.12%) Windows Server
1 3 (6.12%) Windows Server 2008
1 3 (6.12%) Windows Server 2016
Processes & Methodologies
1 21 (42.86%) Business Intelligence
2 19 (38.78%) Data Lineage
2 19 (38.78%) Data Modelling
3 11 (22.45%) Data Architecture
3 11 (22.45%) Data Governance
3 11 (22.45%) Data Integration
3 11 (22.45%) ETL
4 9 (18.37%) Stakeholder Management
5 8 (16.33%) Data Security
5 8 (16.33%) Data Transformation
5 8 (16.33%) Migration
6 7 (14.29%) Agile Software Development
6 7 (14.29%) Analytics
6 7 (14.29%) Data Pipeline
7 6 (12.24%) Artificial Intelligence
7 6 (12.24%) Digital Transformation Programme
7 6 (12.24%) Kimball Methodology
8 5 (10.20%) Data Science
8 5 (10.20%) OO
8 5 (10.20%) OOP
Programming Languages
1 39 (79.59%) SQL
2 24 (48.98%) T-SQL
3 6 (12.24%) Java
3 6 (12.24%) Python
4 5 (10.20%) C#
5 2 (4.08%) R
5 2 (4.08%) Scala
6 1 (2.04%) Data Analysis Expressions (DAX)
6 1 (2.04%) PL/SQL
Qualifications
1 5 (10.20%) Degree
2 3 (6.12%) ITIL Certification
3 2 (4.08%) Master's Degree
Quality Assurance & Compliance
1 3 (6.12%) ISO/IEC 27001
2 1 (2.04%) Data Quality
2 1 (2.04%) GxP
System Software
1 3 (6.12%) Terminal Services
Vendors
1 25 (51.02%) Informatica
2 19 (38.78%) Alteryx
3 8 (16.33%) Databricks
4 5 (10.20%) MuleSoft
5 4 (8.16%) Microsoft
6 3 (6.12%) Adobe
6 3 (6.12%) Canon
6 3 (6.12%) Dell
6 3 (6.12%) HP
6 3 (6.12%) MobileIron
6 3 (6.12%) Palo Alto
7 2 (4.08%) Oracle
8 1 (2.04%) Cloudera
8 1 (2.04%) Salesforce.com
8 1 (2.04%) SAP
8 1 (2.04%) Talend