Period
to 18 January 2022

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 6 months to 18 January 2022 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Warehousing
Central London > City of London
6 months to
18 Jan 2022
Same period 2021 Same period 2020
Rank 57 39 61
Rank change year-on-year -18 +22 +23
Contract jobs citing Data Warehouse 158 103 170
As % of all contract jobs advertised in the City of London 3.95% 5.05% 3.45%
As % of the Database & Business Intelligence category 16.67% 22.15% 14.80%
Number of daily rates quoted 128 74 139
10th Percentile £450 £391 £400
25th Percentile £508 £463 £459
Median daily rate (50th Percentile) £550 £525 £513
Median % change year-on-year +4.76% +2.44% +5.13%
75th Percentile £644 £603 £569
90th Percentile £716 £674 £640
Central London median daily rate £550 £525 £516
% change year-on-year +4.76% +1.69% +3.25%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £55.00 - -
Median hourly rate £58.00 - -
75th Percentile £61.00 - -
90th Percentile - - -
Central London median hourly rate £58.00 - -

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 contract job vacancies advertised in the City of London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
City of London
Contract vacancies with a requirement for database or business intelligence skills 948 465 1,149
As % of all contract IT jobs advertised in the City of London 23.70% 22.78% 23.30%
Number of daily rates quoted 753 349 906
10th Percentile £375 £325 £378
25th Percentile £488 £415 £425
Median daily rate (50th Percentile) £570 £525 £515
Median % change year-on-year +8.57% +1.94% -1.90%
75th Percentile £675 £625 £594
90th Percentile £769 £688 £663
Central London median daily rate £570 £525 £510
% change year-on-year +8.57% +2.94% -2.86%
Number of hourly rates quoted 6 1 4
10th Percentile £34.75 - £22.17
25th Percentile £39.00 - £23.67
Median hourly rate £53.25 £22.00 £25.00
Median % change year-on-year +142.05% -12.00% -32.60%
75th Percentile £61.56 - £33.00
90th Percentile £69.63 - £46.50
Central London median hourly rate £53.25 £42.25 £25.00
% change year-on-year +26.04% +69.00% -32.60%

Data Warehouse
Job Vacancy Trend in the City of London

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

Job vacancy trend for Data Warehouse in the City of London

Data Warehouse
Contractor Daily Rate Trend in the City of London

3-month moving average daily rate quoted in jobs citing Data Warehouse in the City of London.

Daily rate trend for Data Warehouse in the City of London

Data Warehouse
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing Data Warehouse in the City of London over the 6 months to 18 January 2022.

Daily rate histogram for Data Warehouse in the City of London

Data Warehouse
Contractor Hourly Rate Trend in the City of London

3-month moving average hourly rates quoted in jobs citing Data Warehouse in the City of London.

Hourly rate trend for Data Warehouse in the City of London

Data Warehouse
Contract Job Locations in the City of London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Warehouse within the City of London region over the 6 months to 18 January 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London Bridge -8 2 £675 +1.89%
Data Warehouse
Central London

For the 6 months to 18 January 2022, IT contractor 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 contract job ads across the City of London region with a requirement for Data Warehouse.

1 105 (66.46%) SQL
2 73 (46.20%) Business Intelligence
3 66 (41.77%) Social Skills
4 58 (36.71%) Finance
5 57 (36.08%) Azure
6 51 (32.28%) ETL
7 48 (30.38%) Agile Software Development
8 46 (29.11%) Analytics
9 43 (27.22%) Power Platform
9 43 (27.22%) SQL Server
10 40 (25.32%) Data Modelling
10 40 (25.32%) Power BI
11 38 (24.05%) Microsoft
12 36 (22.78%) AWS
13 30 (18.99%) DevOps
14 29 (18.35%) Analytical Skills
15 20 (12.66%) SQL Server Integration Services
15 20 (12.66%) Big Data
16 19 (12.03%) C#
16 19 (12.03%) Python
17 18 (11.39%) Data Lake
18 17 (10.76%) Problem-Solving
18 17 (10.76%) Data Quality
18 17 (10.76%) Migration
18 17 (10.76%) Data Management
18 17 (10.76%) Data Analysis
19 16 (10.13%) Degree
19 16 (10.13%) SQL Server Analysis Services
19 16 (10.13%) Tableau
20 14 (8.86%) Data Architecture

Data Warehouse
Co-occurring IT Skills in the City of 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 8 (5.06%) Apache Spark
2 3 (1.90%) NServiceBus
3 2 (1.27%) SAS
4 1 (0.63%) Apache
4 1 (0.63%) Apache Airflow
4 1 (0.63%) Confluence
Applications
1 11 (6.96%) Microsoft Excel
2 3 (1.90%) Microsoft PowerPoint
3 1 (0.63%) Microsoft Office
Business Applications
1 1 (0.63%) Bloomberg TOMS
1 1 (0.63%) IBM Planning Analytics
1 1 (0.63%) NetSuite
1 1 (0.63%) Sparx Enterprise Architect
1 1 (0.63%) Temenos T24
Cloud Services
1 57 (36.08%) Azure
2 43 (27.22%) Power Platform
3 36 (22.78%) AWS
4 13 (8.23%) Azure Data Factory
5 11 (6.96%) Serverless
5 11 (6.96%) Snowflake
6 10 (6.33%) Amazon S3
7 9 (5.70%) Matillion
8 7 (4.43%) Amazon EMR
8 7 (4.43%) Azure Logic Apps
9 5 (3.16%) AWS Lambda
9 5 (3.16%) GCP
9 5 (3.16%) GitHub
10 4 (2.53%) Amazon ECS
10 4 (2.53%) Amazon Kinesis
10 4 (2.53%) AWS Fargate
10 4 (2.53%) IaaS
10 4 (2.53%) PaaS
10 4 (2.53%) Power Automate
10 4 (2.53%) PowerApps
Communications & Networking
1 3 (1.90%) DNS
1 3 (1.90%) Internet
2 1 (0.63%) Intranet
Database & Business Intelligence
1 43 (27.22%) SQL Server
2 40 (25.32%) Power BI
3 20 (12.66%) Big Data
3 20 (12.66%) SQL Server Integration Services
4 18 (11.39%) Data Lake
5 16 (10.13%) SQL Server Analysis Services
5 16 (10.13%) Tableau
6 11 (6.96%) Amazon Redshift
7 10 (6.33%) Azure SQL Data Warehouse
7 10 (6.33%) Azure SQL Database
7 10 (6.33%) Relational Database
7 10 (6.33%) SQL Server Reporting Services
8 8 (5.06%) Amazon Athena
8 8 (5.06%) DB2
8 8 (5.06%) Metadata
9 7 (4.43%) MongoDB
9 7 (4.43%) NoSQL
9 7 (4.43%) SSDT
10 6 (3.80%) Data Vault
10 6 (3.80%) RDBMS
Development Applications
1 13 (8.23%) Visual Studio
2 12 (7.59%) Team Foundation Server
3 6 (3.80%) Git (software)
3 6 (3.80%) TeamCity
4 5 (3.16%) GitLab
4 5 (3.16%) JIRA
4 5 (3.16%) Octopus Deploy
4 5 (3.16%) Selenium
4 5 (3.16%) SpecFlow
4 5 (3.16%) WebDriver
4 5 (3.16%) Zephyr
5 3 (1.90%) Appium
5 3 (1.90%) Maven
5 3 (1.90%) TestNG
6 2 (1.27%) ERwin
6 2 (1.27%) Jenkins
7 1 (0.63%) CircleCI
7 1 (0.63%) MSBuild
7 1 (0.63%) Subversion
7 1 (0.63%) webpack
General
1 66 (41.77%) Social Skills
2 58 (36.71%) Finance
3 29 (18.35%) Analytical Skills
4 14 (8.86%) Banking
5 9 (5.70%) Investment Banking
5 9 (5.70%) Law
6 8 (5.06%) Financial Institution
7 7 (4.43%) Legal
8 4 (2.53%) Marketing
8 4 (2.53%) Presentation Skills
9 3 (1.90%) Manufacturing
10 2 (1.27%) Back Office
10 2 (1.27%) Corporate Banking
10 2 (1.27%) Documentation Skills
10 2 (1.27%) International Banking
11 1 (0.63%) Front Office
11 1 (0.63%) Influencing Skills
11 1 (0.63%) Organisational Skills
11 1 (0.63%) Retail
11 1 (0.63%) Retail Banking
Job Titles
1 58 (36.71%) Analyst
2 27 (17.09%) Developer
3 20 (12.66%) Architect
3 20 (12.66%) Data Engineer
4 14 (8.86%) Data Analyst
5 13 (8.23%) Applications Support
6 12 (7.59%) Data Warehouse Analyst
7 11 (6.96%) Applications Support Analyst
7 11 (6.96%) Support Analyst
8 10 (6.33%) Business Analyst
8 10 (6.33%) Data Architect
9 9 (5.70%) Analyst Developer
10 7 (4.43%) Business Intelligence Developer
10 7 (4.43%) SQL Analyst
10 7 (4.43%) Test Analyst
11 6 (3.80%) Business Intelligence Analyst
11 6 (3.80%) Business Systems Analyst
11 6 (3.80%) Insurance Systems Analyst
11 6 (3.80%) Systems Analyst
12 5 (3.16%) Project Manager
Libraries, Frameworks & Software Standards
1 10 (6.33%) .NET
2 8 (5.06%) Kafka
3 3 (1.90%) .NET Framework
3 3 (1.90%) ARM Templates
3 3 (1.90%) ASP.NET
3 3 (1.90%) JSON
3 3 (1.90%) RabbitMQ
3 3 (1.90%) RESTful
3 3 (1.90%) SQLAlchemy
3 3 (1.90%) Web Services
3 3 (1.90%) XML
4 2 (1.27%) LINQ
4 2 (1.27%) WCF
4 2 (1.27%) WinForms
5 1 (0.63%) ADO
5 1 (0.63%) CSS
5 1 (0.63%) HTML
5 1 (0.63%) MDX
5 1 (0.63%) OAuth
5 1 (0.63%) SAML
Miscellaneous
1 8 (5.06%) Management Information System
1 8 (5.06%) Reinsurance
2 6 (3.80%) Hedge funds
2 6 (3.80%) iSeries
3 3 (1.90%) Data Centre
3 3 (1.90%) Hybrid Cloud
4 2 (1.27%) Greenfield Project
4 2 (1.27%) Market Risk
4 2 (1.27%) Self-Motivation
4 2 (1.27%) Tandem
4 2 (1.27%) User Experience
5 1 (0.63%) Algorithms
5 1 (0.63%) Credit Risk
5 1 (0.63%) Derivative
5 1 (0.63%) Equities
5 1 (0.63%) Fixed Income
5 1 (0.63%) NHS
5 1 (0.63%) Reference Data
5 1 (0.63%) Replication
5 1 (0.63%) Wiki
Operating Systems
1 5 (3.16%) Linux
2 4 (2.53%) Windows
3 2 (1.27%) Windows Server 2008
3 2 (1.27%) Windows Server 2012
4 1 (0.63%) Android
4 1 (0.63%) Apple iOS
4 1 (0.63%) Windows 10
4 1 (0.63%) Windows Server
Processes & Methodologies
1 73 (46.20%) Business Intelligence
2 51 (32.28%) ETL
3 48 (30.38%) Agile Software Development
4 46 (29.11%) Analytics
5 40 (25.32%) Data Modelling
6 30 (18.99%) DevOps
7 17 (10.76%) Data Analysis
7 17 (10.76%) Data Management
7 17 (10.76%) Migration
7 17 (10.76%) Problem-Solving
8 14 (8.86%) Data Architecture
8 14 (8.86%) ITIL
9 13 (8.23%) Computer Science
9 13 (8.23%) Data Analytics
10 12 (7.59%) Data Governance
10 12 (7.59%) Information Management
10 12 (7.59%) Scrum
10 12 (7.59%) Visualisation
11 11 (6.96%) Data Migration
11 11 (6.96%) Stakeholder Management
Programming Languages
1 105 (66.46%) SQL
2 19 (12.03%) C#
2 19 (12.03%) Python
3 13 (8.23%) T-SQL
4 11 (6.96%) Data Analysis Expressions (DAX)
4 11 (6.96%) Java
5 5 (3.16%) PHP
6 4 (2.53%) PowerShell
7 3 (1.90%) VBScript
8 2 (1.27%) JavaScript
8 2 (1.27%) VBA
9 1 (0.63%) C
9 1 (0.63%) Go
9 1 (0.63%) PL/SQL
9 1 (0.63%) TypeScript
9 1 (0.63%) VB
Qualifications
1 16 (10.13%) Degree
2 13 (8.23%) Computer Science Degree
3 6 (3.80%) ITIL Certification
4 4 (2.53%) Numerate Degree
4 4 (2.53%) Security Cleared
5 3 (1.90%) BPSS Clearance
5 3 (1.90%) ISTQB
5 3 (1.90%) ISTQB Foundation Certification
6 2 (1.27%) AWS Certification
6 2 (1.27%) ISTQB Advanced Certification
6 2 (1.27%) SC Cleared
7 1 (0.63%) MCITP
7 1 (0.63%) MCTS
7 1 (0.63%) Microsoft Certification
Quality Assurance & Compliance
1 17 (10.76%) Data Quality
2 11 (6.96%) QA
3 8 (5.06%) GDPR
4 3 (1.90%) IFRS
4 3 (1.90%) SLA
5 2 (1.27%) Solvency II
6 1 (0.63%) COREP
6 1 (0.63%) GMP
6 1 (0.63%) ISO/IEC 27001
6 1 (0.63%) Sarbanes-Oxley
System Software
1 8 (5.06%) Docker
2 5 (3.16%) Active Directory
3 1 (0.63%) HDFS
3 1 (0.63%) Oracle RAC
Systems Management
1 5 (3.16%) Terraform
2 4 (2.53%) Ansible
2 4 (2.53%) Kubernetes
3 1 (0.63%) Enterprise Manager Cloud Control
3 1 (0.63%) Foglight
3 1 (0.63%) Microsoft Intune
3 1 (0.63%) Opscode Chef
3 1 (0.63%) Oracle Enterprise Manager
3 1 (0.63%) Puppet
Vendors
1 38 (24.05%) Microsoft
2 10 (6.33%) Oracle
3 6 (3.80%) Guidewire
4 5 (3.16%) Google
4 5 (3.16%) Talend
5 4 (2.53%) Cloudera
6 3 (1.90%) Databricks
6 3 (1.90%) Informatica
6 3 (1.90%) SAP
7 2 (1.27%) Ab Initio
7 2 (1.27%) AppDynamics
7 2 (1.27%) Cognos
7 2 (1.27%) Salesforce.com
7 2 (1.27%) Splunk
7 2 (1.27%) StreamSets
7 2 (1.27%) Teradata
8 1 (0.63%) Hortonworks
8 1 (0.63%) MapR
8 1 (0.63%) SaltStack
8 1 (0.63%) Yardi