Period
to 17 September 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 17 September 2021 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > London
6 months to
17 Sep 2021
Same period 2020 Same period 2019
Rank 103 98 72
Rank change year-on-year -5 -26 +15
Permanent jobs citing Data Warehouse 1,673 744 2,339
As % of all permanent jobs advertised in London 3.42% 3.54% 4.17%
As % of the Database & Business Intelligence category 10.65% 12.30% 14.43%
Number of salaries quoted 1,398 616 1,969
10th Percentile £47,500 £42,500 £42,500
25th Percentile £57,250 £53,750 £51,250
Median annual salary (50th Percentile) £70,500 £67,500 £62,500
Median % change year-on-year +4.44% +8.00% -
75th Percentile £87,500 £87,500 £77,500
90th Percentile £100,375 £118,750 £90,000
England median annual salary £60,563 £60,000 £55,000
% change year-on-year +0.94% +9.09% -

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 15,703 6,049 16,210
As % of all permanent IT jobs advertised in London 32.08% 28.75% 28.88%
Number of salaries quoted 9,267 5,039 13,559
10th Percentile £45,000 £42,500 £37,750
25th Percentile £53,750 £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 £82,500
90th Percentile £107,500 £105,000 £97,500
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

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 17 September 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 17 September 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 +5 325 £72,500 +11.54% 57
South London -13 18 £51,250 -18.00%
West London -71 15 £70,000 +54.27% 21
East London -15 11 £65,000 -10.34% 10
North London - 2 £37,500 - 3
Data Warehouse
England

For the 6 months to 17 September 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 1,115 (66.65%) SQL
2 937 (56.01%) Business Intelligence
3 750 (44.83%) ETL
4 675 (40.35%) Azure
5 671 (40.11%) Analytics
6 644 (38.49%) Python
7 535 (31.98%) Power Platform
8 529 (31.62%) Power BI
9 506 (30.25%) AWS
10 500 (29.89%) Data Modelling
11 450 (26.90%) Finance
12 434 (25.94%) SQL Server
13 433 (25.88%) Agile Software Development
14 392 (23.43%) Microsoft
15 384 (22.95%) Data Lake
16 358 (21.40%) SQL Server Integration Services
17 339 (20.26%) Social Skills
18 325 (19.43%) Data Engineering
19 314 (18.77%) Big Data
20 306 (18.29%) Visualisation
21 286 (17.10%) SQL Server Reporting Services
22 285 (17.04%) Data Architecture
23 283 (16.92%) Tableau
24 281 (16.80%) GCP
25 277 (16.56%) Data Science
26 269 (16.08%) DevOps
27 257 (15.36%) Data Pipeline
28 256 (15.30%) SQL Server Analysis Services
29 250 (14.94%) Analytical Skills
30 247 (14.76%) 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
1 228 (13.63%) Apache Spark
2 167 (9.98%) Apache Airflow
3 84 (5.02%) Apache
4 50 (2.99%) Confluence
5 37 (2.21%) SharePoint
6 29 (1.73%) SAS
7 24 (1.43%) Gunicorn
8 23 (1.37%) Luigi
9 21 (1.26%) Elasticsearch
10 17 (1.02%) Apache Pig
10 17 (1.02%) Oracle Application Server
11 9 (0.54%) Oracle Workflow
12 7 (0.42%) CMS
12 7 (0.42%) IIS
13 5 (0.30%) Jupyter
14 4 (0.24%) Sitecore CMS
15 2 (0.12%) Skype for Business
16 1 (0.060%) GemFire
16 1 (0.060%) Oracle SOA Suite
16 1 (0.060%) WebSphere Application Server
Applications
1 103 (6.16%) Microsoft Excel
2 34 (2.03%) Microsoft Office
3 21 (1.26%) MS Visio
4 14 (0.84%) Microsoft Project
5 5 (0.30%) Spreadsheet
6 3 (0.18%) Microsoft PowerPoint
Business Applications
1 14 (0.84%) Dynamics CRM
2 5 (0.30%) Dynamics AX
2 5 (0.30%) Magento
2 5 (0.30%) NetSuite
3 3 (0.18%) JDE EnterpriseOne
3 3 (0.18%) Oracle EBS
4 2 (0.12%) HFM
4 2 (0.12%) SAP ERP
4 2 (0.12%) Sentinel
5 1 (0.060%) Hyperion Planning
5 1 (0.060%) Infor SunSystems
5 1 (0.060%) JDE OneWorld
5 1 (0.060%) Markit EDM
5 1 (0.060%) Maximo
5 1 (0.060%) Oracle Financials
5 1 (0.060%) Oracle Subledger Accounting
5 1 (0.060%) SAP Oil and Gas
5 1 (0.060%) Shopify
Cloud Services
1 675 (40.35%) Azure
2 535 (31.98%) Power Platform
3 506 (30.25%) AWS
4 281 (16.80%) GCP
5 247 (14.76%) Azure Data Factory
6 235 (14.05%) Snowflake
7 97 (5.80%) Azure Synapse Analytics
8 83 (4.96%) Amazon S3
9 77 (4.60%) Serverless
10 66 (3.95%) SaaS
11 58 (3.47%) PaaS
12 46 (2.75%) AWS Lambda
13 45 (2.69%) Google Analytics
14 40 (2.39%) IaaS
15 38 (2.27%) GitHub
15 38 (2.27%) Matillion
16 37 (2.21%) Amazon EC2
16 37 (2.21%) Amazon EMR
16 37 (2.21%) AWS CloudFormation
17 35 (2.09%) dbt
Communications & Networking
1 16 (0.96%) SSH
2 13 (0.78%) Internet
3 12 (0.72%) FTP
4 11 (0.66%) DNS
4 11 (0.66%) Intranet
5 10 (0.60%) HTTP
6 9 (0.54%) Network Security
7 8 (0.48%) DHCP
7 8 (0.48%) HTTPS
7 8 (0.48%) IPv4
7 8 (0.48%) IPv6
7 8 (0.48%) SMTP
7 8 (0.48%) SNMP
7 8 (0.48%) TCP/IP
8 7 (0.42%) Extranet
9 3 (0.18%) PuTTY
9 3 (0.18%) WinSCP
10 2 (0.12%) Skype
10 2 (0.12%) VPN
11 1 (0.060%) Broadband
Database & Business Intelligence
1 529 (31.62%) Power BI
2 434 (25.94%) SQL Server
3 384 (22.95%) Data Lake
4 358 (21.40%) SQL Server Integration Services
5 314 (18.77%) Big Data
6 286 (17.10%) SQL Server Reporting Services
7 283 (16.92%) Tableau
8 256 (15.30%) SQL Server Analysis Services
9 195 (11.66%) NoSQL
10 181 (10.82%) Relational Database
11 170 (10.16%) Amazon Redshift
12 140 (8.37%) Hadoop
13 126 (7.53%) Azure SQL Database
14 119 (7.11%) PostgreSQL
15 111 (6.63%) BigQuery
16 103 (6.16%) Azure SQL Data Warehouse
17 93 (5.56%) Microsoft Analysis Services
18 90 (5.38%) MySQL
19 65 (3.89%) RDBMS
20 64 (3.83%) MongoDB
Development Applications
1 124 (7.41%) JIRA
2 102 (6.10%) Git (software)
3 56 (3.35%) Jenkins
4 50 (2.99%) Visual Studio
5 24 (1.43%) Bitbucket
6 23 (1.37%) CircleCI
7 22 (1.32%) Oracle APEX
8 19 (1.14%) SQL Server Management Studio (SSMS)
8 19 (1.14%) Team Foundation Server
9 18 (1.08%) ERwin
10 16 (0.96%) ER Studio
11 13 (0.78%) PowerDesigner
11 13 (0.78%) Selenium
12 11 (0.66%) Visual Studio Code
13 8 (0.48%) Cucumber
14 7 (0.42%) Jasmine
14 7 (0.42%) Mocha
14 7 (0.42%) MSTest
14 7 (0.42%) SpecFlow
14 7 (0.42%) Subversion
General
1 450 (26.90%) Finance
2 339 (20.26%) Social Skills
3 250 (14.94%) Analytical Skills
4 102 (6.10%) Banking
5 68 (4.06%) Retail
6 55 (3.29%) Marketing
7 52 (3.11%) Investment Banking
8 46 (2.75%) Advertising
9 43 (2.57%) Presentation Skills
10 35 (2.09%) Back Office
11 27 (1.61%) Law
12 19 (1.14%) Public Sector
13 17 (1.02%) Telecoms
14 16 (0.96%) Manufacturing
14 16 (0.96%) Organisational Skills
15 15 (0.90%) Russian Language
16 14 (0.84%) Influencing Skills
16 14 (0.84%) Legal
17 13 (0.78%) Publishing
18 12 (0.72%) Automotive
Job Titles
1 463 (27.67%) Data Engineer
2 328 (19.61%) Developer
3 281 (16.80%) Architect
4 222 (13.27%) Analyst
5 206 (12.31%) Data Architect
6 154 (9.21%) Business Intelligence Developer
7 107 (6.40%) Senior Data Engineer
8 103 (6.16%) Data Analyst
9 96 (5.74%) Azure Engineer
10 93 (5.56%) Solutions Architect
11 73 (4.36%) Business Intelligence Analyst
12 57 (3.41%) Data Manager
13 55 (3.29%) Consultant
14 49 (2.93%) Senior Architect
14 49 (2.93%) SQL Developer
15 43 (2.57%) Azure Architect
16 42 (2.51%) Python Engineer
17 41 (2.45%) Data Warehouse Developer
18 40 (2.39%) AWS Engineer
19 36 (2.15%) Business Developer
Libraries, Frameworks & Software Standards
1 203 (12.13%) Kafka
2 77 (4.60%) Web Services
3 72 (4.30%) .NET
4 70 (4.18%) REST
5 67 (4.00%) MDX
6 60 (3.59%) React
7 56 (3.35%) XML
8 55 (3.29%) PySpark
9 49 (2.93%) JSON
10 38 (2.27%) HTML
10 38 (2.27%) Pandas
11 34 (2.03%) Oracle GoldenGate
12 32 (1.91%) pytest
13 31 (1.85%) GraphQL
14 30 (1.79%) Apache Beam
15 29 (1.73%) Node.js
16 27 (1.61%) NumPy
16 27 (1.61%) Redux
17 18 (1.08%) Middleware
17 18 (1.08%) RabbitMQ
Miscellaneous
1 90 (5.38%) Data Structures
2 65 (3.89%) Management Information System
3 58 (3.47%) Algorithms
4 52 (3.11%) Self-Motivation
5 31 (1.85%) Cloud Native
5 31 (1.85%) Public Cloud
6 27 (1.61%) User Experience
7 25 (1.49%) Greenfield Project
7 25 (1.49%) Video Conferencing
8 22 (1.32%) Renewable Energy
9 19 (1.14%) Analytical Mindset
10 18 (1.08%) Video\Live Streaming
11 17 (1.02%) Blog
12 16 (0.96%) New Media
13 15 (0.90%) Reinsurance
14 13 (0.78%) Reference Data
14 13 (0.78%) Virtual Team
15 12 (0.72%) Enterprise Software
15 12 (0.72%) Legacy Systems
15 12 (0.72%) SWIFT
Operating Systems
1 91 (5.44%) Linux
2 48 (2.87%) Windows
3 44 (2.63%) Unix
4 9 (0.54%) Red Hat Enterprise Linux
4 9 (0.54%) Windows 10
5 8 (0.48%) Windows Server
6 6 (0.36%) Android
6 6 (0.36%) Apple iOS
7 5 (0.30%) Windows 7
8 1 (0.060%) CentOS
8 1 (0.060%) VMS
8 1 (0.060%) zOS
Processes & Methodologies
1 937 (56.01%) Business Intelligence
2 750 (44.83%) ETL
3 671 (40.11%) Analytics
4 500 (29.89%) Data Modelling
5 433 (25.88%) Agile Software Development
6 325 (19.43%) Data Engineering
7 306 (18.29%) Visualisation
8 285 (17.04%) Data Architecture
9 277 (16.56%) Data Science
10 269 (16.08%) DevOps
11 257 (15.36%) Data Pipeline
12 227 (13.57%) Data Management
13 215 (12.85%) Migration
14 184 (11.00%) Data Visualisation
15 169 (10.10%) Problem-Solving
16 167 (9.98%) Data Analytics
17 163 (9.74%) Stakeholder Management
18 148 (8.85%) Artificial Intelligence
18 148 (8.85%) Data Governance
19 128 (7.65%) Machine Learning
Programming Languages
1 1,115 (66.65%) SQL
2 644 (38.49%) Python
3 229 (13.69%) Java
4 183 (10.94%) T-SQL
5 116 (6.93%) C#
6 91 (5.44%) R
7 84 (5.02%) Scala
8 72 (4.30%) Data Analysis Expressions (DAX)
9 70 (4.18%) JavaScript
10 65 (3.89%) PowerShell
11 48 (2.87%) PL/SQL
12 33 (1.97%) Go
13 32 (1.91%) C++
14 30 (1.79%) Kotlin
15 27 (1.61%) Shell Script
16 25 (1.49%) TypeScript
17 24 (1.43%) Bash Shell
18 18 (1.08%) C
19 16 (0.96%) Rust
20 15 (0.90%) PHP
Qualifications
1 133 (7.95%) Degree
2 39 (2.33%) Computer Science Degree
3 19 (1.14%) SC Cleared
3 19 (1.14%) Security Cleared
4 18 (1.08%) Numerate Degree
4 18 (1.08%) PhD
5 17 (1.02%) ISTQB
6 15 (0.90%) Master's Degree
7 12 (0.72%) Microsoft Certification
8 11 (0.66%) ISEB
9 7 (0.42%) TOGAF Certification
10 6 (0.36%) PMI Certification
11 5 (0.30%) SAS Certification
12 4 (0.24%) AWS Certification
12 4 (0.24%) BPSS Clearance
13 3 (0.18%) ITIL Foundation Certificate
14 2 (0.12%) CBAP
14 2 (0.12%) ISTQB Advanced Certification
14 2 (0.12%) ISTQB Foundation Certification
14 2 (0.12%) Tableau Certification
Quality Assurance & Compliance
1 186 (11.12%) Data Quality
2 83 (4.96%) QA
3 51 (3.05%) GDPR
4 30 (1.79%) GRC
5 4 (0.24%) ISO/IEC 27001
6 3 (0.18%) Accessibility
6 3 (0.18%) PMO
6 3 (0.18%) SLA
7 2 (0.12%) PMBOK
7 2 (0.12%) Solvency II
8 1 (0.060%) COBIT
8 1 (0.060%) GxP
8 1 (0.060%) NIST
8 1 (0.060%) SOC 2
System Software
1 128 (7.65%) Docker
2 13 (0.78%) Apache ZooKeeper
3 11 (0.66%) etcd
4 8 (0.48%) HDFS
5 7 (0.42%) Active Directory
5 7 (0.42%) Ceph
6 6 (0.36%) Apache Flume
7 4 (0.24%) Virtual Machines
8 1 (0.060%) Hyper-V
8 1 (0.060%) NFS
8 1 (0.060%) VirtualBox
Systems Management
1 94 (5.62%) Kubernetes
2 70 (4.18%) Terraform
3 23 (1.37%) Puppet
4 20 (1.20%) Ansible
5 17 (1.02%) Opscode Chef
6 16 (0.96%) Grafana
6 16 (0.96%) Prometheus
7 11 (0.66%) Consul
7 11 (0.66%) HP Quality Center
8 10 (0.60%) Oozie
9 7 (0.42%) Galera Cluster
9 7 (0.42%) HP ALM
10 5 (0.30%) Control-M
11 3 (0.18%) Hadoop YARN
12 2 (0.12%) Microsoft Intune
13 1 (0.060%) Docker Swarm
13 1 (0.060%) Mesos
Vendors
1 392 (23.43%) Microsoft
2 217 (12.97%) Databricks
3 211 (12.61%) Google
4 164 (9.80%) Oracle
5 104 (6.22%) Informatica
6 64 (3.83%) Alteryx
7 54 (3.23%) Salesforce.com
8 53 (3.17%) Talend
9 45 (2.69%) SAP
10 38 (2.27%) IBM
11 30 (1.79%) Teradata
12 19 (1.14%) Cloudera
13 13 (0.78%) Hortonworks
14 11 (0.66%) Atlassian
14 11 (0.66%) MuleSoft
14 11 (0.66%) VMware
15 10 (0.60%) Cognos
15 10 (0.60%) Red Hat
16 9 (0.54%) StreamSets
16 9 (0.54%) Sybase