Period
to 8 March 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 8 March 2021 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > London
6 months to
8 Mar 2021
Same period 2020 Same period 2019
Rank 80 99 88
Rank change year-on-year +19 -11 +22
Permanent jobs citing Data Warehouse 1,077 1,649 2,223
As % of all permanent jobs advertised in London 3.80% 3.30% 3.59%
As % of the Database & Business Intelligence category 13.20% 11.80% 12.04%
Number of salaries quoted 1,015 1,423 1,926
Median annual salary £67,500 £67,500 £60,000
Median salary % change year-on-year - +12.50% -
10th Percentile £46,250 £44,741 £41,250
90th Percentile £97,500 £95,000 £87,500
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% +10.00%

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 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 8,159 13,972 18,463
As % of all permanent IT jobs advertised in London 28.82% 27.98% 29.78%
Number of salaries quoted 6,648 11,515 15,506
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £42,500 £38,750 £38,250
90th Percentile £100,000 £105,000 £95,000
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +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 8 March 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 8 March 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 +9 185 £65,000 -7.14% 37
West London +33 30 £62,500 -3.85% 12
South London +31 29 £57,500 -4.17% 4
East London +12 2 £62,500 +8.70% 13
North London +16 1 £72,500 +20.83% 1
Data Warehouse
England

For the 6 months to 8 March 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.

1 667 (61.93%) SQL
2 636 (59.05%) Business Intelligence
3 436 (40.48%) ETL
4 435 (40.39%) Azure
5 424 (39.37%) Analytics
6 385 (35.75%) Power Platform
7 358 (33.24%) Power BI
7 358 (33.24%) Python
8 352 (32.68%) Finance
9 349 (32.40%) AWS
10 312 (28.97%) SQL Server
11 309 (28.69%) Agile Software Development
12 278 (25.81%) SQL Server Integration Services
13 271 (25.16%) Data Modelling
14 267 (24.79%) Microsoft
15 254 (23.58%) SQL Server Reporting Services
16 186 (17.27%) Data Lake
17 177 (16.43%) Big Data
18 176 (16.34%) Tableau
19 172 (15.97%) Analytical Skills
19 172 (15.97%) Visualisation
20 170 (15.78%) DevOps
21 169 (15.69%) SQL Server Analysis Services
22 158 (14.67%) GCP
23 156 (14.48%) Migration
24 153 (14.21%) Snowflake Schema
25 150 (13.93%) Data Architecture
26 137 (12.72%) Data Engineering
27 128 (11.88%) Data Management
28 127 (11.79%) Data Science

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 89 (8.26%) Apache Spark
2 47 (4.36%) Apache
3 43 (3.99%) Apache Airflow
4 30 (2.79%) SharePoint
5 17 (1.58%) Elasticsearch
5 17 (1.58%) SAS
6 7 (0.65%) Oracle Workflow
7 5 (0.46%) Luigi
8 3 (0.28%) Jupyter
8 3 (0.28%) OpenStack
9 2 (0.19%) Camunda
9 2 (0.19%) CMS
9 2 (0.19%) Mule
9 2 (0.19%) Mule ESB
10 1 (0.093%) Apache Pig
10 1 (0.093%) Confluence
10 1 (0.093%) nginx
10 1 (0.093%) Oracle Application Server
Applications
1 39 (3.62%) Microsoft Excel
2 12 (1.11%) Microsoft Office
3 2 (0.19%) Microsoft PowerPoint
3 2 (0.19%) SPSS
4 1 (0.093%) Chatbot
4 1 (0.093%) Microsoft Project
Business Applications
1 23 (2.14%) Dynamics AX
2 9 (0.84%) Dynamics CRM
3 4 (0.37%) SAP CRM
3 4 (0.37%) Shopify
4 2 (0.19%) NetSuite
4 2 (0.19%) Sentinel
4 2 (0.19%) SystmOne
5 1 (0.093%) HFM
5 1 (0.093%) Hyperion Planning
5 1 (0.093%) JDE EnterpriseOne
5 1 (0.093%) Magento
5 1 (0.093%) Oracle EBS
5 1 (0.093%) Oracle Subledger Accounting
5 1 (0.093%) SAP S/4HANA
5 1 (0.093%) Sparx Enterprise Architect
Cloud Services
1 435 (40.39%) Azure
2 385 (35.75%) Power Platform
3 349 (32.40%) AWS
4 158 (14.67%) GCP
5 125 (11.61%) Azure Data Factory
6 52 (4.83%) Serverless
7 49 (4.55%) Amazon S3
8 45 (4.18%) PaaS
9 42 (3.90%) AWS Lambda
10 35 (3.25%) Dynamics 365
11 30 (2.79%) Amazon EC2
12 28 (2.60%) PowerApps
13 26 (2.41%) IaaS
14 22 (2.04%) Amazon CloudWatch
15 20 (1.86%) Amazon ECS
15 20 (1.86%) SaaS
15 20 (1.86%) Trello
15 20 (1.86%) Virtual Private Cloud
16 19 (1.76%) Amazon Kinesis
16 19 (1.76%) Route 53
Communications & Networking
1 23 (2.14%) SSH
2 4 (0.37%) Internet
3 3 (0.28%) Firewall
4 2 (0.19%) DNS
4 2 (0.19%) FTP
4 2 (0.19%) Kerberos
4 2 (0.19%) MQTT
4 2 (0.19%) Software-Defined Networking
5 1 (0.093%) HTTP
5 1 (0.093%) LAN
5 1 (0.093%) SAN
5 1 (0.093%) VLAN
5 1 (0.093%) VPN
5 1 (0.093%) WAN
Database & Business Intelligence
1 358 (33.24%) Power BI
2 312 (28.97%) SQL Server
3 278 (25.81%) SQL Server Integration Services
4 254 (23.58%) SQL Server Reporting Services
5 186 (17.27%) Data Lake
6 177 (16.43%) Big Data
7 176 (16.34%) Tableau
8 169 (15.69%) SQL Server Analysis Services
9 153 (14.21%) Snowflake Schema
10 121 (11.23%) Amazon Redshift
11 113 (10.49%) Azure SQL Data Warehouse
11 113 (10.49%) NoSQL
12 95 (8.82%) Azure SQL Database
13 91 (8.45%) Relational Database
14 81 (7.52%) Looker
15 78 (7.24%) Hadoop
16 66 (6.13%) BigQuery
17 64 (5.94%) Microsoft Analysis Services
18 46 (4.27%) MySQL
19 45 (4.18%) Amazon RDS
Development Applications
1 40 (3.71%) Git (software)
2 34 (3.16%) JIRA
3 24 (2.23%) Jenkins
4 22 (2.04%) Team Foundation Server
5 13 (1.21%) SQL Server Management Studio (SSMS)
6 10 (0.93%) Artifactory
6 10 (0.93%) GitLab
7 9 (0.84%) ERwin
7 9 (0.84%) Visual Studio
8 8 (0.74%) Bitbucket
9 6 (0.56%) ER Studio
10 5 (0.46%) CircleCI
10 5 (0.46%) Selenium
10 5 (0.46%) Sonatype Nexus
11 4 (0.37%) TeamCity
12 3 (0.28%) Octopus Deploy
13 2 (0.19%) git-flow
13 2 (0.19%) kappa
13 2 (0.19%) Maven
13 2 (0.19%) Visual Studio Team System
General
1 352 (32.68%) Finance
2 107 (9.94%) Banking
3 59 (5.48%) Back Office
4 54 (5.01%) Marketing
5 34 (3.16%) Legal
6 29 (2.69%) Retail
7 19 (1.76%) Front Office
8 17 (1.58%) Public Sector
9 15 (1.39%) Games
10 13 (1.21%) Manufacturing
11 12 (1.11%) Financial Institution
11 12 (1.11%) Law
12 9 (0.84%) Advertising
13 5 (0.46%) iGaming
14 4 (0.37%) Digital Economy
14 4 (0.37%) Pharmaceutical
14 4 (0.37%) Telecoms
15 3 (0.28%) Czech Language
15 3 (0.28%) Retail Banking
16 2 (0.19%) Music Industry
Job Titles
1 238 (22.10%) Developer
2 198 (18.38%) Analyst
3 172 (15.97%) Data Engineer
4 151 (14.02%) Architect
5 144 (13.37%) Business Intelligence Developer
6 104 (9.66%) Data Architect
7 77 (7.15%) Consultant
8 70 (6.50%) Data Analyst
9 49 (4.55%) Data Consultant
10 46 (4.27%) Business Intelligence Analyst
11 45 (4.18%) Applications Support
12 37 (3.44%) SQL Developer
13 36 (3.34%) AWS Architect
13 36 (3.34%) Solutions Architect
14 35 (3.25%) Business Analyst
14 35 (3.25%) Power BI Developer
14 35 (3.25%) Support Analyst
15 32 (2.97%) Applications Support Analyst
16 31 (2.88%) SQL Analyst
17 29 (2.69%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 67 (6.22%) Kafka
2 53 (4.92%) .NET
3 51 (4.74%) Web Services
4 31 (2.88%) REST
5 26 (2.41%) Node.js
6 23 (2.14%) XML
7 21 (1.95%) HTML
7 21 (1.95%) PySpark
8 17 (1.58%) Apache NiFi
9 16 (1.49%) React
10 14 (1.30%) Express
10 14 (1.30%) JSON
11 12 (1.11%) lodash
11 12 (1.11%) Mongoose
11 12 (1.11%) Underscore.js
12 11 (1.02%) CSS
13 10 (0.93%) gRPC
13 10 (0.93%) MDX
13 10 (0.93%) OAuth
13 10 (0.93%) Swagger
Miscellaneous
1 172 (15.97%) Analytical Skills
2 51 (4.74%) Data Structures
3 38 (3.53%) Management Information System
4 33 (3.06%) Hedge funds
5 32 (2.97%) Greenfield Project
6 23 (2.14%) Enterprise Software
7 21 (1.95%) Clustering
7 21 (1.95%) Online Banking
8 19 (1.76%) Mobile App
8 19 (1.76%) Reference Data
9 17 (1.58%) SWIFT
10 16 (1.49%) Mobile Banking
10 16 (1.49%) Self-Motivation
10 16 (1.49%) User Experience
11 15 (1.39%) Algorithms
12 14 (1.30%) Video Conferencing
12 14 (1.30%) Virtual Team
13 13 (1.21%) Reinsurance
14 12 (1.11%) Data Centre
15 11 (1.02%) NHS
Operating Systems
1 62 (5.76%) Windows
2 61 (5.66%) Linux
3 47 (4.36%) Unix
4 38 (3.53%) Red Hat Enterprise Linux
5 6 (0.56%) Windows Server
6 1 (0.093%) Android
6 1 (0.093%) Apple iOS
6 1 (0.093%) CentOS
6 1 (0.093%) Ubuntu
6 1 (0.093%) Windows 10
6 1 (0.093%) Windows 7
Processes & Methodologies
1 636 (59.05%) Business Intelligence
2 436 (40.48%) ETL
3 424 (39.37%) Analytics
4 309 (28.69%) Agile Software Development
5 271 (25.16%) Data Modelling
6 172 (15.97%) Visualisation
7 170 (15.78%) DevOps
8 156 (14.48%) Migration
9 150 (13.93%) Data Architecture
10 137 (12.72%) Data Engineering
11 128 (11.88%) Data Management
12 127 (11.79%) Data Science
13 115 (10.68%) Data Analytics
14 104 (9.66%) Data Integration
15 103 (9.56%) Data Visualisation
16 94 (8.73%) Data Strategy
17 93 (8.64%) Data Governance
18 90 (8.36%) Fintech
19 89 (8.26%) Stakeholder Management
20 80 (7.43%) Data Analysis
Programming Languages
1 667 (61.93%) SQL
2 358 (33.24%) Python
3 113 (10.49%) T-SQL
4 88 (8.17%) Java
5 77 (7.15%) R
6 58 (5.39%) Data Analysis Expressions (DAX)
7 53 (4.92%) C#
8 30 (2.79%) Shell Script
9 27 (2.51%) Scala
10 23 (2.14%) C
11 20 (1.86%) PowerShell
12 16 (1.49%) JavaScript
13 12 (1.11%) Go
13 12 (1.11%) Perl
14 11 (1.02%) C++
15 10 (0.93%) PHP
16 9 (0.84%) Korn
17 8 (0.74%) PL/SQL
18 7 (0.65%) U-SQL
18 7 (0.65%) VBA
Qualifications
1 95 (8.82%) Degree
2 38 (3.53%) Microsoft Certification
3 21 (1.95%) Security Cleared
4 16 (1.49%) SC Cleared
5 13 (1.21%) Computer Science Degree
6 11 (1.02%) Master's Degree
7 10 (0.93%) Sun Certification
8 6 (0.56%) AWS Certification
9 5 (0.46%) Numerate Degree
10 4 (0.37%) DBS Check
10 4 (0.37%) TOGAF Certification
11 3 (0.28%) ITIL Foundation Certificate
12 2 (0.19%) DV Cleared
12 2 (0.19%) Postgraduate
13 1 (0.093%) ISEB
13 1 (0.093%) ITIL Certification
13 1 (0.093%) MCSA
13 1 (0.093%) MCSE
13 1 (0.093%) PMI Certification
13 1 (0.093%) PMP
Quality Assurance & Compliance
1 106 (9.84%) Data Quality
2 48 (4.46%) GDPR
3 38 (3.53%) QA
4 2 (0.19%) DICOM
4 2 (0.19%) SLA
5 1 (0.093%) COBIT
5 1 (0.093%) ISO/IEC 20000
5 1 (0.093%) ISO/IEC 27001
5 1 (0.093%) PMO
System Software
1 61 (5.66%) Docker
2 13 (1.21%) Active Directory
3 3 (0.28%) Apache Flume
3 3 (0.28%) HDFS
4 1 (0.093%) Oracle RAC
4 1 (0.093%) VMware Infrastructure
Systems Management
1 56 (5.20%) Kubernetes
2 13 (1.21%) Terraform
3 9 (0.84%) Ansible
4 7 (0.65%) Opscode Chef
4 7 (0.65%) Puppet
5 6 (0.56%) Failover Clustering
6 4 (0.37%) Grafana
6 4 (0.37%) Prometheus
7 3 (0.28%) Microsoft Clustering
8 2 (0.19%) Oozie
9 1 (0.093%) Enterprise Manager Cloud Control
9 1 (0.093%) Foglight
9 1 (0.093%) Oracle Enterprise Manager
9 1 (0.093%) vCenter Server
Vendors
1 267 (24.79%) Microsoft
2 120 (11.14%) Google
3 82 (7.61%) Databricks
4 72 (6.69%) Oracle
5 51 (4.74%) Informatica
6 47 (4.36%) SAP
7 40 (3.71%) Red Hat
8 33 (3.06%) Talend
9 32 (2.97%) Salesforce.com
10 21 (1.95%) IBM
10 21 (1.95%) Teradata
11 20 (1.86%) Alteryx
12 12 (1.11%) Cognos
13 8 (0.74%) MuleSoft
14 7 (0.65%) Splunk
14 7 (0.65%) StreamSets
15 6 (0.56%) Atlassian
16 5 (0.46%) Blue Prism
16 5 (0.46%) DataRobot
17 4 (0.37%) Dynatrace