Data Warehousing
UK

The following table provides summary statistics for permanent job vacancies 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 23 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
23 May 2024
Same period 2023 Same period 2022
Rank 148 131 135
Rank change year-on-year -17 +4 -17
Permanent jobs citing Data Warehouse 1,950 2,617 4,904
As % of all permanent jobs advertised in the UK 1.93% 2.66% 2.99%
As % of the Database & Business Intelligence category 10.67% 12.39% 10.65%
Number of salaries quoted 1,376 1,697 2,866
10th Percentile £40,678 £42,500 £40,500
25th Percentile £45,000 £51,250 £47,500
Median annual salary (50th Percentile) £60,500 £67,500 £62,500
Median % change year-on-year -10.37% +8.00% +4.17%
75th Percentile £80,000 £85,000 £80,000
90th Percentile £100,000 £102,500 £95,000
UK excluding London median annual salary £52,500 £55,000 £54,076
% change year-on-year -4.55% +1.71% +8.15%

All Database and Business Intelligence Skills
UK

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 with a requirement for database or business intelligence skills.

Permanent vacancies with a requirement for database or business intelligence skills 18,281 21,129 46,064
As % of all permanent jobs advertised in the UK 18.11% 21.45% 28.12%
Number of salaries quoted 12,536 13,165 21,039
10th Percentile £35,000 £37,500 £36,250
25th Percentile £42,725 £47,500 £45,000
Median annual salary (50th Percentile) £57,500 £65,000 £60,000
Median % change year-on-year -11.54% +8.33% +9.09%
75th Percentile £77,500 £82,500 £80,000
90th Percentile £97,500 £103,750 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% +10.53%

Data Warehouse
Job Vacancy Trend

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

Job vacancy trend for Data Warehouse in the UK

Data Warehouse
Salary Trend

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

Salary trend for Data Warehouse in the UK

Data Warehouse
Salary Histogram

Salary distribution for jobs citing Data Warehouse over the 6 months to 23 May 2024.

Salary histogram for Data Warehouse in the UK

Data Warehouse
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the UK over the 6 months to 23 May 2024. 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
England -13 1,736 £62,500 -7.41% 519
UK excluding London +1 1,244 £52,500 -4.55% 333
Work from Home -11 895 £57,500 -11.54% 237
London -13 610 £75,000 -0.13% 286
North of England +66 426 £50,000 -9.09% 77
North West +47 256 £47,500 -9.52% 48
Midlands +15 248 £55,000 +4.76% 50
South East -23 204 £60,000 - 120
West Midlands +30 188 £55,000 +4.76% 34
South West -48 157 £56,250 -10.00% 29
Yorkshire +66 100 £55,000 -8.33% 22
Scotland -57 92 £62,500 +6.84% 16
North East -8 70 £47,500 -13.64% 7
East of England -9 68 £50,000 -9.09% 31
East Midlands -2 59 £47,500 -13.64% 16
Wales +14 42 £46,131 +3.28% 6
Northern Ireland +32 10 - - 8

Data Warehouse
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 86 (4.41%) Apache Spark
2 43 (2.21%) Apache Airflow
3 34 (1.74%) Apache
4 30 (1.54%) SAS
5 27 (1.38%) SharePoint
6 17 (0.87%) Confluence
7 12 (0.62%) IIS
8 4 (0.21%) Drupal
8 4 (0.21%) Microsoft Exchange
8 4 (0.21%) WordPress
9 3 (0.15%) Jupyter
9 3 (0.15%) Oracle Application Server
9 3 (0.15%) SharePoint 2010
9 3 (0.15%) SharePoint 2013
9 3 (0.15%) Tomcat
9 3 (0.15%) WildFly
10 2 (0.10%) BizTalk Server
10 2 (0.10%) Luigi
11 1 (0.051%) Apache Synapse
11 1 (0.051%) Oracle Workflow
Applications
1 92 (4.72%) Microsoft Excel
2 32 (1.64%) Microsoft Office
3 6 (0.31%) Microsoft PowerPoint
3 6 (0.31%) MS Visio
4 4 (0.21%) Spreadsheet
Business Applications
1 26 (1.33%) Dynamics CRM
2 16 (0.82%) PlanetPress Connect
3 14 (0.72%) SAP BPC
4 8 (0.41%) NetSuite
5 6 (0.31%) Magento
5 6 (0.31%) Maximo
6 4 (0.21%) Elite 3E
6 4 (0.21%) Salesforce CRM
7 3 (0.15%) Unit4 Business World
8 2 (0.10%) Dynamics NAV
8 2 (0.10%) MIS ActiveH
8 2 (0.10%) NEC Housing
9 1 (0.051%) Dynamics GP
9 1 (0.051%) FLEXCUBE
9 1 (0.051%) Misys Opics
9 1 (0.051%) SAP S/4HANA
Cloud Services
1 1,110 (56.92%) Azure
2 671 (34.41%) Power Platform
3 604 (30.97%) AWS
4 356 (18.26%) GCP
5 222 (11.38%) Azure Data Factory
6 162 (8.31%) Azure DevOps
7 151 (7.74%) Snowflake
8 147 (7.54%) Azure Synapse Analytics
9 77 (3.95%) Amazon S3
10 58 (2.97%) Azure Cosmos DB
11 51 (2.62%) GitHub
12 46 (2.36%) SaaS
13 45 (2.31%) Amazon EC2
13 45 (2.31%) IaaS
14 37 (1.90%) dbt
15 35 (1.79%) Amazon Kinesis
15 35 (1.79%) PaaS
16 34 (1.74%) Matillion
17 32 (1.64%) Microsoft 365
18 30 (1.54%) Serverless
Communications & Networking
1 18 (0.92%) Wireless
2 14 (0.72%) Network Security
3 6 (0.31%) DNS
3 6 (0.31%) Firewall
4 4 (0.21%) Broadband
4 4 (0.21%) Internet
4 4 (0.21%) Remote Desktop
4 4 (0.21%) WPA
5 3 (0.15%) HTTP
6 2 (0.10%) iSCSI
6 2 (0.10%) LAN
6 2 (0.10%) SAN
6 2 (0.10%) WAN
7 1 (0.051%) 3GPP
7 1 (0.051%) 5G
7 1 (0.051%) BIG-IP
7 1 (0.051%) VPN
7 1 (0.051%) WebEx
Database & Business Intelligence
1 658 (33.74%) Power BI
2 472 (24.21%) SQL Server
3 400 (20.51%) Data Lake
4 352 (18.05%) SQL Server Integration Services
5 246 (12.62%) BigQuery
6 211 (10.82%) Looker
7 180 (9.23%) Tableau
8 168 (8.62%) SQL Server Reporting Services
9 132 (6.77%) Azure SQL Data Warehouse
10 129 (6.62%) Relational Database
11 127 (6.51%) Big Data
12 106 (5.44%) Amazon Redshift
13 98 (5.03%) SQL Server Analysis Services
14 87 (4.46%) NoSQL
15 80 (4.10%) Metadata
16 75 (3.85%) Data Vault
17 70 (3.59%) Azure SQL Database
18 66 (3.38%) MySQL
19 65 (3.33%) Star Schema
20 58 (2.97%) Data Mining
Development Applications
1 133 (6.82%) Git
2 62 (3.18%) GitLab
3 49 (2.51%) JIRA
3 49 (2.51%) SQL Server Management Studio (SSMS)
4 43 (2.21%) Jenkins
5 31 (1.59%) Postman
6 29 (1.49%) Visual Studio
7 18 (0.92%) CircleCI
8 12 (0.62%) MLflow
9 10 (0.51%) Team Foundation Server
10 9 (0.46%) Oracle Forms
11 8 (0.41%) Cucumber
11 8 (0.41%) JUnit
11 8 (0.41%) Selenium
12 7 (0.36%) ERwin
13 6 (0.31%) JMeter
13 6 (0.31%) SoapUI
13 6 (0.31%) Spinnaker
13 6 (0.31%) Toad
14 5 (0.26%) Zephyr
General
1 548 (28.10%) Finance
2 439 (22.51%) Social Skills
3 415 (21.28%) Analytical Skills
4 171 (8.77%) Retail
5 123 (6.31%) Banking
6 120 (6.15%) Public Sector
7 111 (5.69%) Presentation Skills
8 97 (4.97%) Inclusion and Diversity
9 73 (3.74%) Billing
10 62 (3.18%) Legal
11 49 (2.51%) Law
11 49 (2.51%) Marketing
12 36 (1.85%) Retail Banking
13 28 (1.44%) Manufacturing
14 24 (1.23%) Local Government
15 20 (1.03%) Documentation Skills
15 20 (1.03%) Influencing Skills
16 13 (0.67%) Games
17 11 (0.56%) Pharmaceutical
18 9 (0.46%) Organisational Skills
Job Titles
1 471 (24.15%) Data Engineer
2 374 (19.18%) Architect
3 331 (16.97%) Senior
4 295 (15.13%) Data Architect
5 269 (13.79%) Developer
6 192 (9.85%) Analyst
7 166 (8.51%) Lead
8 139 (7.13%) Consultant
9 131 (6.72%) Data Manager
10 123 (6.31%) Senior Data Engineer
11 118 (6.05%) Business Intelligence Developer
12 98 (5.03%) Engineering Manager
13 82 (4.21%) Solutions Architect
14 80 (4.10%) Business Intelligence Consultant
15 79 (4.05%) Azure Engineer
16 78 (4.00%) Azure Data Engineer
17 68 (3.49%) Data Analyst
18 58 (2.97%) Data Consultant
19 57 (2.92%) Business Intelligence Analyst
20 53 (2.72%) Business Intelligence Manager
Libraries, Frameworks & Software Standards
1 83 (4.26%) .NET
2 82 (4.21%) PySpark
3 66 (3.38%) JSON
4 35 (1.79%) XML
5 34 (1.74%) Kafka
6 30 (1.54%) RESTful
7 29 (1.49%) REST
8 26 (1.33%) Spring
8 26 (1.33%) Spring Boot
9 25 (1.28%) HTML
10 24 (1.23%) Apache Beam
10 24 (1.23%) ASP.NET
11 21 (1.08%) Pandas
12 17 (0.87%) CSS
12 17 (0.87%) Node.js
13 15 (0.77%) React
14 14 (0.72%) GraphQL
15 13 (0.67%) Web Services
16 12 (0.62%) OpenID
17 11 (0.56%) MDX
Miscellaneous
1 179 (9.18%) Management Information System
2 165 (8.46%) Self-Motivation
3 103 (5.28%) Product Ownership
4 86 (4.41%) Cloud Native
5 83 (4.26%) Data Structures
6 41 (2.10%) Algorithms
7 39 (2.00%) Greenfield Project
7 39 (2.00%) NHS
8 38 (1.95%) Onboarding
9 28 (1.44%) Public Cloud
10 25 (1.28%) Mobile App
11 24 (1.23%) Distributed Systems
12 23 (1.18%) Replication
13 18 (0.92%) Clustering
13 18 (0.92%) Data Centre
14 17 (0.87%) Legacy Systems
15 16 (0.82%) Enterprise Software
16 15 (0.77%) Taxonomies
17 14 (0.72%) Freedom of Information
17 14 (0.72%) IoT
Operating Systems
1 54 (2.77%) Windows
2 37 (1.90%) Unix
3 21 (1.08%) Linux
4 11 (0.56%) Windows Server
5 7 (0.36%) Windows Vista
6 5 (0.26%) Android
6 5 (0.26%) Apple iOS
7 2 (0.10%) Red Hat Enterprise Linux
7 2 (0.10%) VMS
8 1 (0.051%) AIX
8 1 (0.051%) Solaris
Processes & Methodologies
1 973 (49.90%) ETL
2 897 (46.00%) Business Intelligence
3 788 (40.41%) Data Modelling
4 641 (32.87%) Analytics
5 572 (29.33%) Data Engineering
6 481 (24.67%) Agile
7 467 (23.95%) Problem-Solving
8 372 (19.08%) Data Science
9 370 (18.97%) Data Architecture
10 356 (18.26%) Data Pipeline
10 356 (18.26%) Roadmaps
11 353 (18.10%) DevOps
12 344 (17.64%) Visualisation
13 324 (16.62%) Data Integration
14 321 (16.46%) Data Governance
15 263 (13.49%) Machine Learning
16 262 (13.44%) Mentoring
17 259 (13.28%) CI/CD
18 252 (12.92%) Data Visualisation
19 243 (12.46%) Data Analytics
Programming Languages
1 1,064 (54.56%) SQL
2 461 (23.64%) Python
3 218 (11.18%) T-SQL
4 96 (4.92%) Java
5 92 (4.72%) Data Analysis Expressions
6 82 (4.21%) R
7 75 (3.85%) C#
8 61 (3.13%) Scala
9 48 (2.46%) PowerShell
10 41 (2.10%) PHP
11 34 (1.74%) PL/SQL
12 29 (1.49%) VB.NET
12 29 (1.49%) VBA
13 17 (0.87%) JavaScript
14 14 (0.72%) MATLAB
15 11 (0.56%) U-SQL
16 10 (0.51%) Go
17 9 (0.46%) VB
18 5 (0.26%) Shell Script
19 4 (0.21%) TypeScript
Qualifications
1 261 (13.38%) Degree
2 114 (5.85%) Computer Science Degree
3 80 (4.10%) Azure Certification
4 51 (2.62%) DBS Check
5 50 (2.56%) AWS Certification
6 43 (2.21%) Master's Degree
7 37 (1.90%) TOGAF Certification
8 35 (1.79%) Security Cleared
9 32 (1.64%) SC Cleared
10 31 (1.59%) Microsoft Certification
11 9 (0.46%) PMI Certification
12 8 (0.41%) DV Cleared
13 6 (0.31%) ISTQB
14 5 (0.26%) PhD
15 3 (0.15%) AWS Certified Solutions Architect
15 3 (0.15%) BPSS Clearance
15 3 (0.15%) ITIL Certification
15 3 (0.15%) MCPD
15 3 (0.15%) SnowPro
16 2 (0.10%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 366 (18.77%) Data Quality
2 155 (7.95%) GDPR
3 120 (6.15%) QA
4 24 (1.23%) Accessibility
5 14 (0.72%) Actionable Recommendations
6 9 (0.46%) ISO/IEC 27001
7 8 (0.41%) PSD2
8 6 (0.31%) California Consumer Privacy Act
9 4 (0.21%) COBIT
9 4 (0.21%) PCI DSS
10 3 (0.15%) ISO 9001
11 2 (0.10%) Cyber Essentials
12 1 (0.051%) GRC
12 1 (0.051%) HIPAA
12 1 (0.051%) ISO 31000
12 1 (0.051%) ITGC
12 1 (0.051%) NCSC
12 1 (0.051%) NIST
12 1 (0.051%) NIST 800
12 1 (0.051%) SOC 2
System Software
1 27 (1.38%) Docker
2 16 (0.82%) Active Directory
3 9 (0.46%) HDFS
4 8 (0.41%) Virtual Machines
5 4 (0.21%) vSphere
6 2 (0.10%) Microsoft Virtual Server
6 2 (0.10%) Virtual Servers
6 2 (0.10%) VMware ESXi
6 2 (0.10%) VMware Infrastructure
7 1 (0.051%) Oracle RAC
Systems Management
1 78 (4.00%) Terraform
2 41 (2.10%) Kubernetes
3 14 (0.72%) Ansible
4 9 (0.46%) Microsoft Clustering
5 7 (0.36%) Foglight
5 7 (0.36%) Nagios
6 5 (0.26%) Argo
6 5 (0.26%) Kubeflow
6 5 (0.26%) logstash
7 4 (0.21%) Packer
8 3 (0.15%) Single Sign-On
9 2 (0.10%) Failover Clustering
9 2 (0.10%) SCOM
10 1 (0.051%) MIIS
10 1 (0.051%) Nessus
Vendors
1 471 (24.15%) Microsoft
2 271 (13.90%) Google
3 226 (11.59%) Databricks
4 105 (5.38%) Oracle
5 39 (2.00%) Informatica
6 27 (1.38%) SAP
7 17 (0.87%) Dynatrace
7 17 (0.87%) MuleSoft
7 17 (0.87%) Splunk
8 16 (0.82%) Cloudera
8 16 (0.82%) FNZ
8 16 (0.82%) Salesforce
8 16 (0.82%) Teradata
9 13 (0.67%) Alteryx
10 12 (0.62%) IBM
11 11 (0.56%) Talend
12 10 (0.51%) Cognos
13 8 (0.41%) F5
13 8 (0.41%) NEC
13 8 (0.41%) Northgate