Period
to

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 24 May 2022 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > London
6 months to
24 May 2022
Same period 2021 Same period 2020
Rank 105 88 95
Rank change year-on-year -17 +7 -16
Permanent jobs citing Data Warehouse 2,537 1,280 1,363
As % of all permanent jobs advertised in London 3.58% 3.72% 3.52%
As % of the Database & Business Intelligence category 11.25% 12.92% 12.78%
Number of salaries quoted 1,348 1,082 1,182
10th Percentile £48,750 £47,500 £42,500
25th Percentile £57,500 £56,250 £53,188
Median annual salary (50th Percentile) £72,500 £72,000 £67,500
Median % change year-on-year +0.69% +6.67% +8.00%
75th Percentile £87,500 £85,000 £80,000
90th Percentile £100,000 £100,000 £96,125
England median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +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 22,557 9,909 10,662
As % of all permanent IT jobs advertised in London 31.87% 28.81% 27.52%
Number of salaries quoted 8,899 7,132 8,752
10th Percentile £45,000 £43,750 £40,000
25th Percentile £53,750 £52,500 £50,000
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -
75th Percentile £90,000 £87,500 £85,000
90th Percentile £108,750 £101,250 £105,000
England median annual salary £60,000 £55,000 £55,000
% 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 24 May 2022.

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 24 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
Central London +14 401 £71,000 +9.23% 36
West London -57 51 £57,500 -17.86% 6
South London -58 20 £75,368 +31.07% 1
East London - 13 £75,000 - 3
Data Warehouse
England

For the 6 months to 24 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 London region with a requirement for Data Warehouse.

1 1,734 (68.35%) SQL
2 1,207 (47.58%) Business Intelligence
3 1,154 (45.49%) ETL
4 1,150 (45.33%) Python
5 1,132 (44.62%) Analytics
6 947 (37.33%) Azure
7 836 (32.95%) Data Modelling
7 836 (32.95%) Agile
8 830 (32.72%) AWS
9 745 (29.37%) Data Engineering
10 730 (28.77%) Social Skills
11 717 (28.26%) Finance
12 701 (27.63%) Data Lake
13 689 (27.16%) Power Platform
14 687 (27.08%) Power BI
15 649 (25.58%) Data Science
16 600 (23.65%) Data Pipeline
17 595 (23.45%) Analytical Skills
18 585 (23.06%) Visualisation
19 520 (20.50%) GCP
20 512 (20.18%) SQL Server
21 507 (19.98%) Tableau
22 482 (19.00%) Microsoft
23 481 (18.96%) Big Data
24 465 (18.33%) CI/CD
25 444 (17.50%) Snowflake
26 415 (16.36%) DevOps
27 405 (15.96%) Data Management
28 400 (15.77%) Problem-Solving
29 382 (15.06%) Data Analytics

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
1 346 (13.64%) Apache Spark
2 285 (11.23%) Apache Airflow
3 161 (6.35%) Apache
4 85 (3.35%) Confluence
5 63 (2.48%) Elasticsearch
6 56 (2.21%) SAS
7 44 (1.73%) SharePoint
8 36 (1.42%) OpenStack
9 32 (1.26%) Oracle Workflow
10 31 (1.22%) Jupyter
11 18 (0.71%) Luigi
12 13 (0.51%) CMS
13 9 (0.35%) Apache Pig
14 5 (0.20%) Apache Pulsar
15 4 (0.16%) Sitecore CMS
16 3 (0.12%) WebSphere
16 3 (0.12%) WordPress
17 1 (0.039%) IIS
17 1 (0.039%) nginx
Applications
1 133 (5.24%) Microsoft Excel
2 46 (1.81%) Microsoft Office
3 25 (0.99%) MS Visio
4 14 (0.55%) Microsoft PowerPoint
5 7 (0.28%) Microsoft Project
6 4 (0.16%) Spreadsheet
7 3 (0.12%) SPSS
Business Applications
1 21 (0.83%) Dynamics CRM
1 21 (0.83%) Salesforce.com CRM
2 17 (0.67%) Oracle Payables
3 14 (0.55%) Dynamics NAV
4 8 (0.32%) Avolution ABACUS
5 7 (0.28%) HiPortfolio
6 4 (0.16%) Cognos Business Intelligence
6 4 (0.16%) Loan IQ
6 4 (0.16%) NetSuite
6 4 (0.16%) Oracle ERP
6 4 (0.16%) SAP S/4HANA
7 3 (0.12%) Shopify
8 2 (0.079%) Adobe Campaign
8 2 (0.079%) Hyperion Planning
8 2 (0.079%) Infor SunSystems
8 2 (0.079%) Maximo
8 2 (0.079%) SimCorp Dimension
8 2 (0.079%) Sparx Enterprise Architect
9 1 (0.039%) Elite 3E
9 1 (0.039%) MFGPRO
Cloud Services
1 947 (37.33%) Azure
2 830 (32.72%) AWS
3 689 (27.16%) Power Platform
4 520 (20.50%) GCP
5 444 (17.50%) Snowflake
6 253 (9.97%) Azure Data Factory
7 235 (9.26%) Amazon S3
8 158 (6.23%) Azure Synapse Analytics
9 148 (5.83%) dbt
10 142 (5.60%) Serverless
11 136 (5.36%) GitHub
12 130 (5.12%) Amazon Kinesis
13 105 (4.14%) AWS Lambda
14 94 (3.71%) SaaS
15 81 (3.19%) Amazon EMR
16 76 (3.00%) Cloud Computing
16 76 (3.00%) Fivetran
17 73 (2.88%) AWS CloudFormation
18 71 (2.80%) Google Data Studio
19 51 (2.01%) Azure Cosmos DB
Communications & Networking
1 20 (0.79%) Broadband
2 16 (0.63%) Skype
3 15 (0.59%) HTTP
3 15 (0.59%) Network Security
4 10 (0.39%) SMS
5 6 (0.24%) Internet
6 5 (0.20%) Extranet
6 5 (0.20%) Intranet
7 2 (0.079%) Kerberos
7 2 (0.079%) VLAN
8 1 (0.039%) AMQP
8 1 (0.039%) Firewall
8 1 (0.039%) FTP
8 1 (0.039%) LTE
8 1 (0.039%) TCP/IP
8 1 (0.039%) VoIP
8 1 (0.039%) Wireless
Database & Business Intelligence
1 701 (27.63%) Data Lake
2 687 (27.08%) Power BI
3 512 (20.18%) SQL Server
4 507 (19.98%) Tableau
5 481 (18.96%) Big Data
6 365 (14.39%) SQL Server Integration Services
7 328 (12.93%) Amazon Redshift
8 299 (11.79%) Relational Database
9 293 (11.55%) NoSQL
10 253 (9.97%) PostgreSQL
11 252 (9.93%) SQL Server Reporting Services
12 250 (9.85%) BigQuery
13 219 (8.63%) Looker
14 217 (8.55%) Hadoop
15 176 (6.94%) SQL Server Analysis Services
16 161 (6.35%) Metadata
17 156 (6.15%) MySQL
18 147 (5.79%) Azure SQL Data Warehouse
19 125 (4.93%) Apache Hive
20 115 (4.53%) Azure SQL Database
Development Applications
1 235 (9.26%) Git (software)
2 134 (5.28%) JIRA
3 120 (4.73%) Jenkins
4 58 (2.29%) CircleCI
5 46 (1.81%) Visual Studio
6 44 (1.73%) GitLab
7 41 (1.62%) ERwin
8 33 (1.30%) Bitbucket
9 28 (1.10%) Team Foundation Server
10 18 (0.71%) SonarQube
11 15 (0.59%) ER Studio
11 15 (0.59%) PowerDesigner
11 15 (0.59%) SQL Server Management Studio (SSMS)
12 14 (0.55%) TeamCity
13 13 (0.51%) Subversion
14 12 (0.47%) Sonatype Nexus
15 10 (0.39%) Octopus Deploy
16 9 (0.35%) Cucumber
16 9 (0.35%) SpecFlow
17 8 (0.32%) Selenium
General
1 730 (28.77%) Social Skills
2 717 (28.26%) Finance
3 595 (23.45%) Analytical Skills
4 270 (10.64%) Marketing
5 216 (8.51%) Banking
6 193 (7.61%) Retail
7 149 (5.87%) Inclusion and Diversity
8 116 (4.57%) Advertising
9 94 (3.71%) Games
10 79 (3.11%) Law
11 63 (2.48%) Publishing
12 60 (2.36%) Public Sector
13 52 (2.05%) Legal
14 42 (1.66%) Presentation Skills
15 29 (1.14%) Influencing Skills
16 21 (0.83%) Manufacturing
17 20 (0.79%) Pharmaceutical
18 18 (0.71%) Financial Institution
19 16 (0.63%) Automotive
20 15 (0.59%) Organisational Skills
Job Titles
1 934 (36.82%) Data Engineer
2 388 (15.29%) Developer
3 335 (13.20%) Analyst
4 322 (12.69%) Architect
5 294 (11.59%) Senior Data Engineer
6 214 (8.44%) Data Architect
7 189 (7.45%) Business Intelligence Developer
8 144 (5.68%) Data Analyst
9 89 (3.51%) Solutions Architect
10 79 (3.11%) Azure Engineer
11 73 (2.88%) Data Scientist
12 64 (2.52%) Senior Developer
13 63 (2.48%) Senior Analyst
13 63 (2.48%) Senior Architect
14 59 (2.33%) SQL Developer
15 57 (2.25%) DBA
16 56 (2.21%) Power BI Developer
17 54 (2.13%) Software Engineer
18 51 (2.01%) Consultant
19 45 (1.77%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 277 (10.92%) Kafka
2 139 (5.48%) PySpark
3 102 (4.02%) .NET
4 54 (2.13%) Apache Beam
5 53 (2.09%) Spark Streaming
5 53 (2.09%) Web Services
6 52 (2.05%) XML
7 41 (1.62%) OAuth
7 41 (1.62%) Pandas
7 41 (1.62%) REST
8 35 (1.38%) Node.js
8 35 (1.38%) NumPy
9 31 (1.22%) Apache NiFi
9 31 (1.22%) scikit-learn
10 30 (1.18%) GraphQL
11 29 (1.14%) Apollo GraphQL
12 28 (1.10%) RESTful
13 26 (1.02%) JSON
14 25 (0.99%) RabbitMQ
15 22 (0.87%) OLE
Miscellaneous
1 127 (5.01%) Self-Motivation
2 123 (4.85%) Algorithms
3 113 (4.45%) Management Information System
4 105 (4.14%) Cloud Native
4 105 (4.14%) Greenfield Project
5 104 (4.10%) Data Structures
6 68 (2.68%) User Experience
7 46 (1.81%) Public Cloud
7 46 (1.81%) Replication
8 42 (1.66%) Legacy Systems
9 38 (1.50%) FMCG
10 35 (1.38%) NHS
11 31 (1.22%) Blog
12 26 (1.02%) Sports Betting
13 25 (0.99%) Mobile App
13 25 (0.99%) Social Media
13 25 (0.99%) Virtual Team
14 22 (0.87%) Credit Risk
14 22 (0.87%) Enterprise Software
14 22 (0.87%) PropTech
Operating Systems
1 143 (5.64%) Linux
2 73 (2.88%) Unix
3 48 (1.89%) Windows
4 24 (0.95%) Apple iOS
5 21 (0.83%) Red Hat Enterprise Linux
6 9 (0.35%) Android
7 6 (0.24%) Windows Server
8 2 (0.079%) Windows Vista
9 1 (0.039%) Solaris
9 1 (0.039%) VMS
Processes & Methodologies
1 1,207 (47.58%) Business Intelligence
2 1,154 (45.49%) ETL
3 1,132 (44.62%) Analytics
4 836 (32.95%) Agile
4 836 (32.95%) Data Modelling
5 745 (29.37%) Data Engineering
6 649 (25.58%) Data Science
7 600 (23.65%) Data Pipeline
8 585 (23.06%) Visualisation
9 465 (18.33%) CI/CD
10 415 (16.36%) DevOps
11 405 (15.96%) Data Management
12 400 (15.77%) Problem-Solving
13 382 (15.06%) Data Analytics
14 374 (14.74%) Data Architecture
15 352 (13.87%) Machine Learning
16 306 (12.06%) Data Analysis
17 298 (11.75%) Data Strategy
18 296 (11.67%) Data Visualisation
19 283 (11.15%) Decision-Making
Programming Languages
1 1,734 (68.35%) SQL
2 1,150 (45.33%) Python
3 308 (12.14%) Java
4 250 (9.85%) T-SQL
5 193 (7.61%) Scala
6 165 (6.50%) C#
7 150 (5.91%) R
8 88 (3.47%) PowerShell
9 67 (2.64%) JavaScript
10 66 (2.60%) PL/SQL
11 60 (2.36%) Bash
12 51 (2.01%) Shell Script
13 41 (1.62%) C
14 40 (1.58%) TypeScript
15 37 (1.46%) Data Analysis Expressions (DAX)
16 29 (1.14%) Ruby
17 28 (1.10%) C++
18 23 (0.91%) VBA
19 20 (0.79%) Go
20 17 (0.67%) Perl
Qualifications
1 353 (13.91%) Degree
2 74 (2.92%) Computer Science Degree
3 60 (2.36%) Master's Degree
4 26 (1.02%) TOGAF Certification
5 25 (0.99%) Security Cleared
6 24 (0.95%) PMI Certification
7 19 (0.75%) Microsoft Certification
8 18 (0.71%) AWS Certification
9 17 (0.67%) SC Cleared
10 13 (0.51%) PhD
11 8 (0.32%) MySQL Certification
12 7 (0.28%) DBS Check
13 6 (0.24%) PMP
13 6 (0.24%) PRINCE2 Certification
14 5 (0.20%) DV Cleared
14 5 (0.20%) ITIL Certification
15 4 (0.16%) MCITP
16 3 (0.12%) HND
16 3 (0.12%) ISEB
17 2 (0.079%) ISTQB
Quality Assurance & Compliance
1 354 (13.95%) Data Quality
2 79 (3.11%) QA
3 75 (2.96%) GDPR
4 17 (0.67%) Actionable Recommendations
5 15 (0.59%) Accessibility
5 15 (0.59%) SLA
6 10 (0.39%) PCI DSS
7 8 (0.32%) GxP
8 7 (0.28%) Solvency II
9 5 (0.20%) Sarbanes-Oxley
10 4 (0.16%) HL7
10 4 (0.16%) PMO
11 2 (0.079%) Cyber Essentials
11 2 (0.079%) Cyber Essentials PLUS
11 2 (0.079%) ISO/IEC 27001
11 2 (0.079%) MiFID
12 1 (0.039%) IFRS
12 1 (0.039%) IFRS 17
System Software
1 181 (7.13%) Docker
2 49 (1.93%) Apache Flume
3 20 (0.79%) HDFS
4 9 (0.35%) Active Directory
5 4 (0.16%) Virtual Machines
6 3 (0.12%) zsh
Systems Management
1 241 (9.50%) Terraform
2 200 (7.88%) Kubernetes
3 40 (1.58%) Oozie
4 39 (1.54%) Ansible
5 13 (0.51%) Failover Clustering
5 13 (0.51%) Opscode Chef
6 8 (0.32%) Proxmox
7 4 (0.16%) Puppet
8 3 (0.12%) Grafana
9 2 (0.079%) Argo
9 2 (0.079%) Kubeflow
9 2 (0.079%) Prometheus
9 2 (0.079%) Salt
10 1 (0.039%) Control-M
10 1 (0.039%) Microsoft Intune
10 1 (0.039%) Rundeck
Vendors
1 482 (19.00%) Microsoft
2 311 (12.26%) Google
3 291 (11.47%) Databricks
4 222 (8.75%) Oracle
5 134 (5.28%) Informatica
6 80 (3.15%) Talend
7 73 (2.88%) Salesforce.com
8 67 (2.64%) Cloudera
9 63 (2.48%) Teradata
10 58 (2.29%) Alteryx
11 57 (2.25%) SAP
12 41 (1.62%) MicroStrategy
13 35 (1.38%) Splunk
14 31 (1.22%) Atlassian
14 31 (1.22%) Cognos
15 23 (0.91%) IBM
15 23 (0.91%) MuleSoft
16 19 (0.75%) DataRobot
17 18 (0.71%) Logi
17 18 (0.71%) Logi Analytics