Period
to 2 December 2021

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

Data Warehousing
England > London
6 months to
2 Dec 2021
Same period 2020 Same period 2019
Rank 93 100 85
Rank change year-on-year +7 -15 +3
Permanent jobs citing Data Warehouse 1,806 744 2,002
As % of all permanent jobs advertised in London 3.49% 3.38% 3.71%
As % of the Database & Business Intelligence category 11.36% 11.83% 12.96%
Number of salaries quoted 1,459 615 1,657
10th Percentile £47,500 £45,500 £42,500
25th Percentile £55,000 £52,500 £51,250
Median annual salary (50th Percentile) £70,000 £67,500 £65,000
Median % change year-on-year +3.70% +3.85% +4.00%
75th Percentile £87,500 £87,500 £78,750
90th Percentile £102,500 £109,000 £92,500
England median annual salary £60,000 £57,500 £56,000
% change year-on-year +4.35% +2.68% +1.82%

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 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 15,901 6,287 15,443
As % of all permanent IT jobs advertised in London 30.76% 28.54% 28.64%
Number of salaries quoted 9,710 5,435 12,900
10th Percentile £44,314 £42,500 £37,500
25th Percentile £55,000 £52,500 £48,750
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £87,500 £85,000
90th Percentile £107,500 £102,500 £100,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

Data Warehouse
Job Vacancy Trend in London

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

Job vacancy trend for Data Warehouse in London

Data Warehouse
Salary Trend in London

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

Salary trend for Data Warehouse in London

Data Warehouse
Salary Histogram in London

Salary distribution for jobs citing Data Warehouse in London over the 6 months to 2 December 2021.

Salary histogram for Data Warehouse in London

Data Warehouse
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 Warehouse within the London region over the 6 months to 2 December 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
Central London +46 368 £70,000 -3.45% 91
West London -55 28 £55,000 +2.33% 23
South London -16 21 £50,000 -23.08% 4
East London -22 15 £95,000 +111.11% 13
North London -13 1 £37,500 -48.28%
Data Warehouse
England

For the 6 months to 2 December 2021, 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 London region with a requirement for Data Warehouse.

1 1,227 (67.94%) SQL
2 938 (51.94%) Business Intelligence
3 840 (46.51%) ETL
4 740 (40.97%) Azure
5 731 (40.48%) Analytics
6 693 (38.37%) Python
7 549 (30.40%) Power Platform
8 547 (30.29%) Power BI
9 543 (30.07%) Data Modelling
10 526 (29.13%) Agile Software Development
11 525 (29.07%) Finance
12 481 (26.63%) AWS
13 467 (25.86%) Social Skills
14 458 (25.36%) SQL Server
15 444 (24.58%) Microsoft
16 429 (23.75%) Data Lake
17 397 (21.98%) Data Engineering
18 367 (20.32%) SQL Server Integration Services
19 348 (19.27%) Visualisation
20 336 (18.60%) Big Data
21 323 (17.88%) Data Science
22 318 (17.61%) GCP
23 310 (17.17%) Tableau
24 307 (17.00%) Data Pipeline
25 298 (16.50%) Analytical Skills
25 298 (16.50%) DevOps
26 291 (16.11%) Data Architecture
26 291 (16.11%) Data Management
27 288 (15.95%) SQL Server Reporting Services
28 269 (14.89%) Azure Data Factory

Data Warehouse
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
1 234 (12.96%) Apache Spark
2 147 (8.14%) Apache Airflow
3 79 (4.37%) Confluence
4 78 (4.32%) Apache
5 59 (3.27%) SAS
6 45 (2.49%) SharePoint
7 23 (1.27%) Luigi
8 21 (1.16%) Elasticsearch
9 20 (1.11%) Apache Pig
10 13 (0.72%) Gunicorn
11 4 (0.22%) CMS
11 4 (0.22%) Jupyter
11 4 (0.22%) Oracle SOA Suite
11 4 (0.22%) Oracle Workflow
12 2 (0.11%) IIS
12 2 (0.11%) Skype for Business
13 1 (0.055%) Apache Synapse
13 1 (0.055%) Sitecore CMS
Applications
1 128 (7.09%) Microsoft Excel
2 41 (2.27%) Microsoft Office
3 17 (0.94%) MS Visio
4 11 (0.61%) Microsoft Project
5 10 (0.55%) Spreadsheet
6 5 (0.28%) Microsoft PowerPoint
Business Applications
1 17 (0.94%) Dynamics CRM
2 4 (0.22%) Dynamics NAV
2 4 (0.22%) JDE EnterpriseOne
2 4 (0.22%) Misys Midas
2 4 (0.22%) NetSuite
2 4 (0.22%) Oracle EBS
3 3 (0.17%) HiPortfolio
3 3 (0.17%) Salesforce.com CRM
4 2 (0.11%) Markit EDM
4 2 (0.11%) SAP ERP
5 1 (0.055%) Dynamics AX
5 1 (0.055%) HFM
5 1 (0.055%) Hyperion Planning
5 1 (0.055%) IBM Planning Analytics
5 1 (0.055%) Maximo
5 1 (0.055%) MultiFonds
5 1 (0.055%) Oracle Retail
5 1 (0.055%) Sentinel
5 1 (0.055%) Shopify
5 1 (0.055%) SimCorp Dimension
Cloud Services
1 740 (40.97%) Azure
2 549 (30.40%) Power Platform
3 481 (26.63%) AWS
4 318 (17.61%) GCP
5 269 (14.89%) Azure Data Factory
6 255 (14.12%) Snowflake
7 128 (7.09%) Azure Synapse Analytics
8 73 (4.04%) Amazon S3
9 69 (3.82%) Serverless
10 66 (3.65%) PaaS
11 64 (3.54%) SaaS
12 61 (3.38%) GitHub
13 46 (2.55%) IaaS
14 44 (2.44%) Amazon Kinesis
15 43 (2.38%) AWS Lambda
15 43 (2.38%) Matillion
16 40 (2.21%) Amazon EMR
17 33 (1.83%) Google Data Studio
18 32 (1.77%) Microsoft 365
19 28 (1.55%) AWS CloudFormation
Communications & Networking
1 12 (0.66%) DNS
1 12 (0.66%) FTP
2 11 (0.61%) HTTP
2 11 (0.61%) SSH
3 10 (0.55%) Broadband
4 8 (0.44%) DHCP
4 8 (0.44%) HTTPS
4 8 (0.44%) Internet
4 8 (0.44%) IPv4
4 8 (0.44%) IPv6
4 8 (0.44%) SMTP
4 8 (0.44%) SNMP
4 8 (0.44%) TCP/IP
5 7 (0.39%) Intranet
6 6 (0.33%) Network Security
7 4 (0.22%) VoIP
8 3 (0.17%) PuTTY
8 3 (0.17%) VPN
8 3 (0.17%) WinSCP
9 2 (0.11%) Skype
Database & Business Intelligence
1 547 (30.29%) Power BI
2 458 (25.36%) SQL Server
3 429 (23.75%) Data Lake
4 367 (20.32%) SQL Server Integration Services
5 336 (18.60%) Big Data
6 310 (17.17%) Tableau
7 288 (15.95%) SQL Server Reporting Services
8 246 (13.62%) SQL Server Analysis Services
9 194 (10.74%) Relational Database
10 178 (9.86%) NoSQL
11 174 (9.63%) Hadoop
12 168 (9.30%) Amazon Redshift
13 153 (8.47%) PostgreSQL
14 139 (7.70%) MySQL
15 120 (6.64%) Azure SQL Database
15 120 (6.64%) BigQuery
16 118 (6.53%) Azure SQL Data Warehouse
17 88 (4.87%) Looker
18 83 (4.60%) RDBMS
19 81 (4.49%) Apache Hive
Development Applications
1 132 (7.31%) JIRA
2 118 (6.53%) Git (software)
3 77 (4.26%) Jenkins
4 48 (2.66%) Visual Studio
5 33 (1.83%) CircleCI
6 22 (1.22%) SQL Server Management Studio (SSMS)
7 20 (1.11%) Team Foundation Server
8 18 (1.00%) Bitbucket
9 17 (0.94%) GitLab
10 16 (0.89%) ER Studio
11 14 (0.78%) ERwin
12 11 (0.61%) Selenium
13 9 (0.50%) PowerDesigner
13 9 (0.50%) RStudio
14 8 (0.44%) Octopus Deploy
14 8 (0.44%) Spinnaker
15 7 (0.39%) Cucumber
15 7 (0.39%) NUnit
15 7 (0.39%) SpecFlow
16 6 (0.33%) Subversion
General
1 525 (29.07%) Finance
2 467 (25.86%) Social Skills
3 298 (16.50%) Analytical Skills
4 126 (6.98%) Banking
5 83 (4.60%) Marketing
6 77 (4.26%) Retail
7 58 (3.21%) Advertising
8 40 (2.21%) Investment Banking
8 40 (2.21%) Presentation Skills
9 36 (1.99%) Law
10 35 (1.94%) Public Sector
11 22 (1.22%) Inclusion and Diversity
11 22 (1.22%) Influencing Skills
12 21 (1.16%) Back Office
13 19 (1.05%) Games
14 18 (1.00%) Legal
15 17 (0.94%) Front Office
16 16 (0.89%) Telecoms
17 15 (0.83%) Music Industry
18 14 (0.78%) Automotive
Job Titles
1 481 (26.63%) Data Engineer
2 352 (19.49%) Developer
3 300 (16.61%) Analyst
4 267 (14.78%) Architect
5 213 (11.79%) Data Architect
6 146 (8.08%) Business Intelligence Developer
7 140 (7.75%) Data Analyst
8 101 (5.59%) Senior Data Engineer
9 81 (4.49%) Azure Engineer
10 76 (4.21%) Business Intelligence Analyst
11 75 (4.15%) Solutions Architect
12 69 (3.82%) Consultant
13 60 (3.32%) SQL Developer
14 54 (2.99%) Data Manager
15 49 (2.71%) Data Warehouse Developer
16 47 (2.60%) Senior Developer
17 46 (2.55%) SQL Analyst
18 40 (2.21%) Applications Support
18 40 (2.21%) AWS Engineer
19 37 (2.05%) Cloud Architect
Libraries, Frameworks & Software Standards
1 185 (10.24%) Kafka
2 68 (3.77%) MDX
3 67 (3.71%) .NET
4 65 (3.60%) Web Services
5 52 (2.88%) XML
6 51 (2.82%) PySpark
6 51 (2.82%) REST
7 47 (2.60%) React
8 39 (2.16%) JSON
9 27 (1.50%) GraphQL
9 27 (1.50%) Pandas
10 25 (1.38%) Apache Beam
11 22 (1.22%) Redux
12 20 (1.11%) pytest
13 19 (1.05%) RabbitMQ
14 18 (1.00%) Node.js
15 15 (0.83%) HTML
15 15 (0.83%) NumPy
16 14 (0.78%) scikit-learn
16 14 (0.78%) SOAP
Miscellaneous
1 97 (5.37%) Management Information System
2 76 (4.21%) Data Structures
3 57 (3.16%) Self-Motivation
4 48 (2.66%) Algorithms
5 41 (2.27%) Public Cloud
6 38 (2.10%) User Experience
7 31 (1.72%) Cloud Native
8 25 (1.38%) Reinsurance
9 24 (1.33%) Greenfield Project
9 24 (1.33%) Video Conferencing
10 22 (1.22%) Analytical Mindset
10 22 (1.22%) Renewable Energy
11 20 (1.11%) Virtual Team
12 17 (0.94%) Reference Data
13 14 (0.78%) Credit Risk
13 14 (0.78%) PMI
14 13 (0.72%) Data Protection Act
15 12 (0.66%) NHS
16 11 (0.61%) Blog
16 11 (0.61%) Data Centre
Operating Systems
1 75 (4.15%) Linux
2 51 (2.82%) Unix
3 42 (2.33%) Windows
4 16 (0.89%) Red Hat Enterprise Linux
5 7 (0.39%) Windows Server
6 6 (0.33%) Apple iOS
7 5 (0.28%) Android
8 4 (0.22%) Windows 10
9 1 (0.055%) VMS
Processes & Methodologies
1 938 (51.94%) Business Intelligence
2 840 (46.51%) ETL
3 731 (40.48%) Analytics
4 543 (30.07%) Data Modelling
5 526 (29.13%) Agile Software Development
6 397 (21.98%) Data Engineering
7 348 (19.27%) Visualisation
8 323 (17.88%) Data Science
9 307 (17.00%) Data Pipeline
10 298 (16.50%) DevOps
11 291 (16.11%) Data Architecture
11 291 (16.11%) Data Management
12 214 (11.85%) Migration
13 207 (11.46%) Problem-Solving
14 201 (11.13%) Stakeholder Management
15 198 (10.96%) Data Analytics
16 197 (10.91%) Data Visualisation
17 186 (10.30%) Data Integration
18 164 (9.08%) Data Governance
19 163 (9.03%) Artificial Intelligence
Programming Languages
1 1,227 (67.94%) SQL
2 693 (38.37%) Python
3 243 (13.46%) Java
4 212 (11.74%) T-SQL
5 119 (6.59%) C#
6 116 (6.42%) R
7 106 (5.87%) Scala
8 91 (5.04%) PowerShell
9 76 (4.21%) Data Analysis Expressions (DAX)
10 61 (3.38%) JavaScript
11 45 (2.49%) PL/SQL
12 37 (2.05%) Bash Shell
13 36 (1.99%) Go
14 26 (1.44%) C++
14 26 (1.44%) TypeScript
15 21 (1.16%) Shell Script
16 18 (1.00%) HiveQL
17 17 (0.94%) Kotlin
18 16 (0.89%) C
19 14 (0.78%) Rust
Qualifications
1 132 (7.31%) Degree
2 32 (1.77%) Security Cleared
3 30 (1.66%) Computer Science Degree
4 28 (1.55%) SC Cleared
5 22 (1.22%) Microsoft Certification
6 18 (1.00%) ISTQB
7 16 (0.89%) Master's Degree
8 15 (0.83%) PMI Certification
9 14 (0.78%) PhD
10 12 (0.66%) Numerate Degree
11 10 (0.55%) ISEB
12 9 (0.50%) BPSS Clearance
13 8 (0.44%) ITIL Certification
14 5 (0.28%) SAS Certification
14 5 (0.28%) TOGAF Certification
15 4 (0.22%) AWS Certification
15 4 (0.22%) MCITP
15 4 (0.22%) Tableau Certification
16 3 (0.17%) CBAP
16 3 (0.17%) PMP
Quality Assurance & Compliance
1 252 (13.95%) Data Quality
2 82 (4.54%) QA
3 55 (3.05%) GDPR
4 18 (1.00%) GRC
5 8 (0.44%) Solvency II
6 7 (0.39%) Accessibility
7 6 (0.33%) ISO/IEC 27001
8 5 (0.28%) PCI DSS
8 5 (0.28%) PMBOK
9 4 (0.22%) SLA
10 2 (0.11%) PMO
11 1 (0.055%) Cyber Essentials
11 1 (0.055%) Cyber Essentials PLUS
11 1 (0.055%) GxP
11 1 (0.055%) HIPAA
11 1 (0.055%) IFRS
11 1 (0.055%) NIST
System Software
1 121 (6.70%) Docker
2 26 (1.44%) HDFS
3 11 (0.61%) Active Directory
4 9 (0.50%) Apache ZooKeeper
5 8 (0.44%) etcd
6 5 (0.28%) Apache Flume
7 4 (0.22%) Virtual Machines
8 2 (0.11%) Ceph
9 1 (0.055%) Hyper-V
9 1 (0.055%) NFS
9 1 (0.055%) VirtualBox
Systems Management
1 103 (5.70%) Kubernetes
2 84 (4.65%) Terraform
3 37 (2.05%) Ansible
4 16 (0.89%) Grafana
5 14 (0.78%) Prometheus
6 13 (0.72%) Oozie
7 10 (0.55%) HP Quality Center
8 8 (0.44%) Consul
9 7 (0.39%) Control-M
9 7 (0.39%) HP ALM
9 7 (0.39%) Opscode Chef
9 7 (0.39%) Puppet
10 5 (0.28%) logstash
11 4 (0.22%) Hadoop YARN
12 2 (0.11%) Galera Cluster
12 2 (0.11%) Microsoft Intune
12 2 (0.11%) Rundeck
13 1 (0.055%) Docker Swarm
13 1 (0.055%) Mesos
13 1 (0.055%) Salt
Vendors
1 444 (24.58%) Microsoft
2 225 (12.46%) Databricks
3 205 (11.35%) Google
4 183 (10.13%) Oracle
5 149 (8.25%) Informatica
6 70 (3.88%) Salesforce.com
7 67 (3.71%) Talend
8 55 (3.05%) Alteryx
9 50 (2.77%) IBM
10 43 (2.38%) SAP
11 36 (1.99%) Teradata
12 26 (1.44%) Cloudera
13 23 (1.27%) MuleSoft
14 22 (1.22%) Cognizant
15 20 (1.11%) Hortonworks
16 17 (0.94%) Splunk
17 14 (0.78%) Atlassian
17 14 (0.78%) Red Hat
18 13 (0.72%) Cognos
19 12 (0.66%) StreamSets