Period
to

The following table provides summary statistics for permanent job vacancies advertised in Central London with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 16 May 2022 with a comparison to the same period in the previous 2 years.

Data Warehousing
London > Central London
6 months to
16 May 2022
Same period 2021 Same period 2020
Rank 54 72 85
Rank change year-on-year +18 +13 -6
Permanent jobs citing Data Warehouse 405 238 319
As % of all permanent jobs advertised in Central London 4.98% 3.94% 3.45%
As % of the Database & Business Intelligence category 19.77% 13.99% 14.32%
Number of salaries quoted 376 210 290
10th Percentile £50,000 £47,500 £46,125
25th Percentile £58,750 £52,500 £56,250
Median annual salary (50th Percentile) £71,000 £65,000 £67,500
Median % change year-on-year +9.23% -3.70% +8.00%
75th Percentile £87,500 £80,938 £77,500
90th Percentile £95,625 £100,000 £90,000
London median annual salary £72,500 £72,250 £67,500
% change year-on-year +0.35% +7.04% +8.00%

Data Warehouse 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 Central London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Central London
Permanent vacancies with a requirement for database or business intelligence skills 2,049 1,701 2,227
As % of all permanent IT jobs advertised in Central London 25.18% 28.14% 24.08%
Number of salaries quoted 1,764 1,502 1,969
10th Percentile £45,000 £45,000 £41,250
25th Percentile £56,250 £53,750 £50,500
Median annual salary (50th Percentile) £70,000 £70,000 £67,500
Median % change year-on-year - +3.70% +3.85%
75th Percentile £90,000 £88,750 £85,000
90th Percentile £106,250 £105,000 £100,000
London median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% -

Data Warehouse
Job Vacancy Trend in Central London

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

Job vacancy trend for Data Warehouse in Central London

Data Warehouse
Salary Trend in Central London

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

Salary trend for Data Warehouse in Central London

Data Warehouse
Salary Histogram in Central London

Salary distribution for jobs citing Data Warehouse in Central London over the 6 months to 16 May 2022.

Salary histogram for Data Warehouse in Central London

Data Warehouse
Job Locations in Central London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Central London region over the 6 months to 16 May 2022. 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
City of London +30 390 £71,000 +9.23% 47
West End of London +11 6 £75,000 +25.00%
Lambeth - 2 £67,500 -
Southwark -7 1 £84,000 +5.00%
Data Warehouse
London

For the 6 months to 16 May 2022, IT jobs citing Data Warehouse 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 Central London region with a requirement for Data Warehouse.

1 281 (69.38%) SQL
2 199 (49.14%) Business Intelligence
3 189 (46.67%) ETL
4 170 (41.98%) Analytics
5 165 (40.74%) Azure
6 143 (35.31%) Data Modelling
7 137 (33.83%) Power BI
7 137 (33.83%) Power Platform
8 127 (31.36%) Agile
9 120 (29.63%) Microsoft
10 118 (29.14%) Social Skills
11 107 (26.42%) SQL Server Integration Services
12 102 (25.19%) Python
13 92 (22.72%) SQL Server
14 87 (21.48%) Finance
15 84 (20.74%) AWS
16 82 (20.25%) Data Lake
17 79 (19.51%) Data Engineering
18 74 (18.27%) Data Quality
19 73 (18.02%) Analytical Skills
19 73 (18.02%) SQL Server Reporting Services
20 70 (17.28%) DevOps
20 70 (17.28%) Snowflake
21 69 (17.04%) Data Management
22 65 (16.05%) Informatica
23 63 (15.56%) Oracle
23 63 (15.56%) Big Data
24 62 (15.31%) Problem-Solving
25 60 (14.81%) Degree
26 58 (14.32%) Data Analytics

Data Warehouse
Co-occurring IT Skills in Central 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 32 (7.90%) SAS
2 26 (6.42%) Apache Spark
3 16 (3.95%) Confluence
4 12 (2.96%) Apache
4 12 (2.96%) Apache Airflow
5 9 (2.22%) SharePoint
6 6 (1.48%) Elasticsearch
7 4 (0.99%) CMS
7 4 (0.99%) Sitecore CMS
8 3 (0.74%) Apache Pig
Applications
1 25 (6.17%) Microsoft Excel
2 13 (3.21%) Microsoft Office
3 2 (0.49%) Microsoft PowerPoint
3 2 (0.49%) Microsoft Project
4 1 (0.25%) MS Visio
Business Applications
1 4 (0.99%) Dynamics CRM
2 3 (0.74%) Cognos Business Intelligence
3 2 (0.49%) Misys Midas
Cloud Services
1 165 (40.74%) Azure
2 137 (33.83%) Power Platform
3 84 (20.74%) AWS
4 70 (17.28%) Snowflake
5 47 (11.60%) Azure Data Factory
6 38 (9.38%) GCP
7 24 (5.93%) Azure Synapse Analytics
8 20 (4.94%) Matillion
9 19 (4.69%) Amazon S3
10 17 (4.20%) Microsoft 365
11 15 (3.70%) PowerApps
12 14 (3.46%) dbt
13 13 (3.21%) SaaS
14 11 (2.72%) Azure Cosmos DB
15 10 (2.47%) Serverless
16 8 (1.98%) AWS Lambda
16 8 (1.98%) Power Automate
16 8 (1.98%) Trello
17 7 (1.73%) AWS Step Functions
17 7 (1.73%) PaaS
Communications & Networking
1 9 (2.22%) Network Security
2 2 (0.49%) VoIP
3 1 (0.25%) LTE
3 1 (0.25%) Skype
Database & Business Intelligence
1 137 (33.83%) Power BI
2 107 (26.42%) SQL Server Integration Services
3 92 (22.72%) SQL Server
4 82 (20.25%) Data Lake
5 73 (18.02%) SQL Server Reporting Services
6 63 (15.56%) Big Data
7 45 (11.11%) Amazon Redshift
8 43 (10.62%) Tableau
9 35 (8.64%) SQL Server Analysis Services
10 32 (7.90%) Hadoop
10 32 (7.90%) Metadata
10 32 (7.90%) NoSQL
10 32 (7.90%) PostgreSQL
11 29 (7.16%) Relational Database
12 24 (5.93%) Azure SQL Data Warehouse
13 22 (5.43%) Apache Hive
14 21 (5.19%) Azure SQL Database
14 21 (5.19%) MySQL
14 21 (5.19%) Power Query
15 20 (4.94%) OLTP
Development Applications
1 32 (7.90%) JIRA
2 22 (5.43%) Git (software)
3 19 (4.69%) Team Foundation Server
4 14 (3.46%) ER Studio
4 14 (3.46%) ERwin
4 14 (3.46%) PowerDesigner
5 6 (1.48%) Mercurial
5 6 (1.48%) Octopus Deploy
5 6 (1.48%) Visual Studio
6 5 (1.23%) Selenium
6 5 (1.23%) SQL Server Management Studio (SSMS)
7 4 (0.99%) GitLab
8 3 (0.74%) Cucumber
8 3 (0.74%) SpecFlow
9 2 (0.49%) Eclipse
9 2 (0.49%) Jenkins
9 2 (0.49%) Subversion
10 1 (0.25%) Spinnaker
10 1 (0.25%) Toad
10 1 (0.25%) TortoiseSVN
General
1 118 (29.14%) Social Skills
2 87 (21.48%) Finance
3 73 (18.02%) Analytical Skills
4 46 (11.36%) Advertising
5 25 (6.17%) Retail
6 24 (5.93%) Influencing Skills
7 16 (3.95%) Banking
7 16 (3.95%) Law
8 11 (2.72%) Legal
9 10 (2.47%) Public Sector
10 7 (1.73%) Marketing
11 6 (1.48%) Pharmaceutical
12 4 (0.99%) Games
12 4 (0.99%) Spanish Language
13 3 (0.74%) Inclusion and Diversity
13 3 (0.74%) International Banking
13 3 (0.74%) Manufacturing
14 2 (0.49%) Local Government
14 2 (0.49%) Music Industry
15 1 (0.25%) Investment Banking
Job Titles
1 104 (25.68%) Data Engineer
2 82 (20.25%) Developer
3 71 (17.53%) Analyst
4 61 (15.06%) Architect
5 49 (12.10%) Data Architect
6 46 (11.36%) Business Intelligence Developer
7 41 (10.12%) Senior Data Engineer
8 23 (5.68%) Consultant
9 21 (5.19%) Applications Support
9 21 (5.19%) Support Analyst
10 20 (4.94%) Applications Support Analyst
11 19 (4.69%) Data Analyst
11 19 (4.69%) Power BI Developer
12 18 (4.44%) ETL Developer
13 14 (3.46%) Technical Analyst
14 13 (3.21%) Azure Engineer
14 13 (3.21%) Senior Architect
14 13 (3.21%) Senior Developer
15 12 (2.96%) Senior Data Architect
16 11 (2.72%) Senior Consultant
Libraries, Frameworks & Software Standards
1 22 (5.43%) Kafka
2 20 (4.94%) .NET
3 9 (2.22%) ASP.NET
3 9 (2.22%) RESTful
4 8 (1.98%) PySpark
5 7 (1.73%) ASP.NET Core
5 7 (1.73%) Blazor
6 3 (0.74%) Gherkin
6 3 (0.74%) Lambda Expressions
6 3 (0.74%) React
7 2 (0.49%) AngularJS
7 2 (0.49%) Apache Beam
7 2 (0.49%) Middleware
7 2 (0.49%) Spark Streaming
7 2 (0.49%) Spring
8 1 (0.25%) Apache NiFi
8 1 (0.25%) JSON
8 1 (0.25%) MDX
8 1 (0.25%) Ruby on Rails
8 1 (0.25%) SOAP
Miscellaneous
1 19 (4.69%) Data Structures
2 13 (3.21%) User Experience
2 13 (3.21%) Virtual Team
3 11 (2.72%) Reinsurance
3 11 (2.72%) Self-Motivation
4 9 (2.22%) Cloud Native
4 9 (2.22%) Management Information System
5 8 (1.98%) Greenfield Project
6 6 (1.48%) iSeries
7 5 (1.23%) Derivative
7 5 (1.23%) Private Cloud
8 3 (0.74%) FMCG
8 3 (0.74%) Legacy Systems
8 3 (0.74%) Social Media
9 2 (0.49%) Algorithms
9 2 (0.49%) Credit Derivative
9 2 (0.49%) Housing Association
9 2 (0.49%) IoT
9 2 (0.49%) IPTV
9 2 (0.49%) Video Conferencing
Operating Systems
1 30 (7.41%) Linux
2 25 (6.17%) Unix
3 15 (3.70%) Windows
4 13 (3.21%) Red Hat Enterprise Linux
5 1 (0.25%) Android
5 1 (0.25%) Apple iOS
Processes & Methodologies
1 199 (49.14%) Business Intelligence
2 189 (46.67%) ETL
3 170 (41.98%) Analytics
4 143 (35.31%) Data Modelling
5 127 (31.36%) Agile
6 79 (19.51%) Data Engineering
7 70 (17.28%) DevOps
8 69 (17.04%) Data Management
9 62 (15.31%) Problem-Solving
10 58 (14.32%) Data Analytics
10 58 (14.32%) Data Science
11 57 (14.07%) Visualisation
12 54 (13.33%) Data Pipeline
13 53 (13.09%) Data Architecture
13 53 (13.09%) Data Integration
14 44 (10.86%) Data Governance
15 43 (10.62%) Data Strategy
16 41 (10.12%) Machine Learning
17 37 (9.14%) Data Analysis
17 37 (9.14%) Kimball Methodology
Programming Languages
1 281 (69.38%) SQL
2 102 (25.19%) Python
3 57 (14.07%) T-SQL
4 37 (9.14%) Java
5 26 (6.42%) C#
6 25 (6.17%) PL/SQL
7 20 (4.94%) Data Analysis Expressions (DAX)
8 15 (3.70%) ANSI SQL
9 13 (3.21%) Scala
10 10 (2.47%) JavaScript
11 8 (1.98%) HiveQL
11 8 (1.98%) R
11 8 (1.98%) XMLA
12 7 (1.73%) Perl
12 7 (1.73%) Shell Script
13 6 (1.48%) PowerShell
13 6 (1.48%) Ruby
14 5 (1.23%) TypeScript
15 4 (0.99%) U-SQL
16 3 (0.74%) Kotlin
Qualifications
1 60 (14.81%) Degree
2 13 (3.21%) Computer Science Degree
3 8 (1.98%) Master's Degree
3 8 (1.98%) Microsoft Certification
4 6 (1.48%) SC Cleared
4 6 (1.48%) Security Cleared
5 2 (0.49%) ITIL Certification
5 2 (0.49%) TOGAF Certification
6 1 (0.25%) PhD
6 1 (0.25%) SAS Certification
Quality Assurance & Compliance
1 74 (18.27%) Data Quality
2 8 (1.98%) Solvency II
3 7 (1.73%) SLA
4 6 (1.48%) GDPR
5 3 (0.74%) QA
6 2 (0.49%) Sarbanes-Oxley
7 1 (0.25%) MiFID
System Software
1 12 (2.96%) Docker
2 8 (1.98%) Active Directory
2 8 (1.98%) HDFS
3 3 (0.74%) Apache Flume
Systems Management
1 8 (1.98%) Terraform
2 5 (1.23%) Kubernetes
3 4 (0.99%) Ansible
4 1 (0.25%) Control-M
4 1 (0.25%) Puppet
Vendors
1 120 (29.63%) Microsoft
2 65 (16.05%) Informatica
3 63 (15.56%) Oracle
4 42 (10.37%) Databricks
5 32 (7.90%) Talend
6 24 (5.93%) Google
7 16 (3.95%) SAP
8 15 (3.70%) Splunk
9 14 (3.46%) IBM
10 13 (3.21%) Red Hat
11 10 (2.47%) SnapLogic
12 9 (2.22%) Cognos
12 9 (2.22%) Salesforce.com
13 6 (1.48%) Atlassian
14 5 (1.23%) Alteryx
14 5 (1.23%) RedGate
14 5 (1.23%) SolarWinds
15 4 (0.99%) Facebook
15 4 (0.99%) MuleSoft
15 4 (0.99%) Sitecore