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 28 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 146 133 132
Rank change year-on-year -13 -1 -17
Permanent jobs citing Data Warehouse 1,946 2,611 5,040
As % of all permanent jobs advertised in the UK 1.90% 2.68% 3.02%
As % of the Database & Business Intelligence category 10.62% 12.43% 10.71%
Number of salaries quoted 1,368 1,700 2,907
10th Percentile £40,350 £42,500 £40,400
25th Percentile £44,938 £51,250 £47,956
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 £54,038
% change year-on-year -4.55% +1.78% +8.08%

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 18,328 21,007 47,066
As % of all permanent jobs advertised in the UK 17.86% 21.58% 28.19%
Number of salaries quoted 12,523 13,073 21,105
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 28 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 28 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 -15 1,736 £62,500 -7.41% 445
UK excluding London -1 1,241 £52,500 -4.55% 229
Work from Home -19 893 £57,500 -11.54% 210
London -13 613 £75,000 - 225
North of England +57 424 £47,500 -13.64% 82
North West +60 256 £47,500 -9.52% 53
Midlands +26 248 £55,000 +4.76% 49
South East -23 207 £55,000 -8.33% 35
West Midlands +30 189 £55,000 +4.76% 34
South West -56 155 £55,000 -12.00% 22
Yorkshire +65 98 £52,500 -19.23% 22
Scotland -57 89 £62,500 +6.84% 15
North East -4 70 £47,500 -13.64% 7
East of England -19 69 £50,000 -9.09% 23
East Midlands -13 58 £48,750 -11.36% 15
Wales +9 42 £46,131 +3.28% 6
Northern Ireland +25 10 - - 4

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 87 (4.47%) Apache Spark
2 40 (2.06%) Apache Airflow
3 34 (1.75%) Apache
4 31 (1.59%) SAS
5 27 (1.39%) SharePoint
6 16 (0.82%) Confluence
7 12 (0.62%) IIS
8 5 (0.26%) Microsoft Exchange
9 4 (0.21%) Drupal
9 4 (0.21%) Tomcat
9 4 (0.21%) WordPress
10 3 (0.15%) Jupyter
10 3 (0.15%) Oracle Application Server
10 3 (0.15%) SharePoint 2010
10 3 (0.15%) SharePoint 2013
10 3 (0.15%) WildFly
11 2 (0.10%) BizTalk Server
11 2 (0.10%) Luigi
12 1 (0.051%) IBM Domino
12 1 (0.051%) Oracle Workflow
Applications
1 91 (4.68%) Microsoft Excel
2 31 (1.59%) Microsoft Office
3 6 (0.31%) Microsoft PowerPoint
3 6 (0.31%) MS Visio
4 4 (0.21%) Spreadsheet
Business Applications
1 24 (1.23%) Dynamics CRM
2 14 (0.72%) PlanetPress Connect
2 14 (0.72%) SAP BPC
3 8 (0.41%) NetSuite
4 6 (0.31%) Magento
4 6 (0.31%) Maximo
5 4 (0.21%) Elite 3E
5 4 (0.21%) Salesforce CRM
6 3 (0.15%) Unit4 Business World
7 2 (0.10%) Dynamics NAV
7 2 (0.10%) MIS ActiveH
7 2 (0.10%) NEC Housing
8 1 (0.051%) Dynamics GP
8 1 (0.051%) FLEXCUBE
8 1 (0.051%) Misys Opics
8 1 (0.051%) SAP S/4HANA
Cloud Services
1 1,107 (56.89%) Azure
2 674 (34.64%) Power Platform
3 595 (30.58%) AWS
4 347 (17.83%) GCP
5 221 (11.36%) Azure Data Factory
6 162 (8.32%) Azure DevOps
7 152 (7.81%) Snowflake
8 150 (7.71%) Azure Synapse Analytics
9 77 (3.96%) Amazon S3
10 58 (2.98%) Azure Cosmos DB
11 49 (2.52%) GitHub
12 45 (2.31%) Amazon EC2
13 42 (2.16%) SaaS
14 41 (2.11%) IaaS
15 38 (1.95%) dbt
16 36 (1.85%) Amazon Kinesis
17 34 (1.75%) Matillion
18 31 (1.59%) Microsoft 365
18 31 (1.59%) PaaS
18 31 (1.59%) 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
1 661 (33.97%) Power BI
2 468 (24.05%) SQL Server
3 393 (20.20%) Data Lake
4 349 (17.93%) SQL Server Integration Services
5 245 (12.59%) BigQuery
6 213 (10.95%) Looker
7 180 (9.25%) Tableau
8 168 (8.63%) SQL Server Reporting Services
9 135 (6.94%) Azure SQL Data Warehouse
10 127 (6.53%) Big Data
11 126 (6.47%) Relational Database
12 106 (5.45%) Amazon Redshift
13 98 (5.04%) SQL Server Analysis Services
14 82 (4.21%) NoSQL
15 80 (4.11%) Metadata
16 74 (3.80%) Data Vault
17 71 (3.65%) Azure SQL Database
18 65 (3.34%) MySQL
18 65 (3.34%) Star Schema
19 58 (2.98%) Data Mining
Development Applications
1 133 (6.83%) Git
2 61 (3.13%) GitLab
3 47 (2.42%) SQL Server Management Studio (SSMS)
4 46 (2.36%) JIRA
5 42 (2.16%) Jenkins
6 31 (1.59%) Postman
7 29 (1.49%) Visual Studio
8 17 (0.87%) CircleCI
9 12 (0.62%) MLflow
10 10 (0.51%) Team Foundation Server
11 9 (0.46%) Oracle Forms
12 8 (0.41%) Cucumber
12 8 (0.41%) JUnit
12 8 (0.41%) Selenium
13 7 (0.36%) ERwin
13 7 (0.36%) Spinnaker
14 6 (0.31%) JMeter
14 6 (0.31%) SoapUI
14 6 (0.31%) Toad
15 5 (0.26%) Zephyr
General
1 544 (27.95%) Finance
2 442 (22.71%) Social Skills
3 417 (21.43%) Analytical Skills
4 170 (8.74%) Retail
5 119 (6.12%) Banking
5 119 (6.12%) Public Sector
6 111 (5.70%) Presentation Skills
7 96 (4.93%) Inclusion and Diversity
8 73 (3.75%) Billing
9 60 (3.08%) Legal
10 49 (2.52%) Marketing
11 48 (2.47%) Law
12 34 (1.75%) 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 (0.57%) Pharmaceutical
18 9 (0.46%) Organisational Skills
Job Titles
1 460 (23.64%) Data Engineer
2 377 (19.37%) Architect
3 327 (16.80%) Senior
4 303 (15.57%) Data Architect
5 267 (13.72%) Developer
6 193 (9.92%) Analyst
7 167 (8.58%) Lead
8 139 (7.14%) Consultant
9 131 (6.73%) Data Manager
10 119 (6.12%) Senior Data Engineer
11 116 (5.96%) Business Intelligence Developer
12 98 (5.04%) Engineering Manager
13 82 (4.21%) Solutions Architect
14 80 (4.11%) Business Intelligence Consultant
15 77 (3.96%) Azure Engineer
16 76 (3.91%) Azure Data Engineer
17 71 (3.65%) Data Analyst
18 58 (2.98%) Business Intelligence Analyst
18 58 (2.98%) Data Consultant
19 53 (2.72%) Business Intelligence Manager
Libraries, Frameworks & Software Standards
1 81 (4.16%) .NET
2 79 (4.06%) PySpark
3 65 (3.34%) JSON
4 37 (1.90%) XML
5 34 (1.75%) Kafka
6 30 (1.54%) RESTful
7 28 (1.44%) REST
8 26 (1.34%) Spring
8 26 (1.34%) Spring Boot
9 25 (1.28%) HTML
10 24 (1.23%) ASP.NET
11 23 (1.18%) Apache Beam
12 20 (1.03%) Pandas
13 17 (0.87%) CSS
13 17 (0.87%) Node.js
14 15 (0.77%) React
15 14 (0.72%) GraphQL
16 13 (0.67%) Web Services
17 11 (0.57%) MDX
18 10 (0.51%) SOAP
Miscellaneous
1 181 (9.30%) Management Information System
2 165 (8.48%) Self-Motivation
3 102 (5.24%) Product Ownership
4 86 (4.42%) Cloud Native
5 84 (4.32%) Data Structures
6 42 (2.16%) Algorithms
6 42 (2.16%) NHS
7 38 (1.95%) Greenfield Project
8 37 (1.90%) Onboarding
9 27 (1.39%) Public Cloud
10 25 (1.28%) Mobile App
11 23 (1.18%) Distributed Systems
12 22 (1.13%) 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%) Reinsurance
Operating Systems
1 55 (2.83%) Windows
2 34 (1.75%) Unix
3 22 (1.13%) Linux
4 11 (0.57%) 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%) Solaris
7 2 (0.10%) VMS
8 1 (0.051%) AIX
8 1 (0.051%) NetWare
8 1 (0.051%) SUSE
Processes & Methodologies
1 965 (49.59%) ETL
2 899 (46.20%) Business Intelligence
3 787 (40.44%) Data Modelling
4 645 (33.14%) Analytics
5 568 (29.19%) Data Engineering
6 478 (24.56%) Agile
7 463 (23.79%) Problem-Solving
8 374 (19.22%) Data Architecture
9 371 (19.06%) Data Science
10 356 (18.29%) Roadmaps
11 354 (18.19%) Data Pipeline
12 349 (17.93%) DevOps
13 348 (17.88%) Visualisation
14 328 (16.86%) Data Integration
15 320 (16.44%) Data Governance
16 266 (13.67%) Mentoring
17 259 (13.31%) Machine Learning
18 258 (13.26%) CI/CD
19 252 (12.95%) Data Visualisation
20 243 (12.49%) Data Analytics
Programming Languages
1 1,062 (54.57%) SQL
2 454 (23.33%) Python
3 215 (11.05%) T-SQL
4 95 (4.88%) Java
5 93 (4.78%) Data Analysis Expressions
6 83 (4.27%) R
7 73 (3.75%) C#
8 61 (3.13%) Scala
9 48 (2.47%) PowerShell
10 41 (2.11%) PHP
11 35 (1.80%) 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 (0.57%) U-SQL
16 10 (0.51%) Go
17 9 (0.46%) VB
18 5 (0.26%) Shell Script
19 4 (0.21%) TypeScript
Qualifications
1 263 (13.51%) Degree
2 117 (6.01%) Computer Science Degree
3 80 (4.11%) Azure Certification
4 51 (2.62%) DBS Check
5 50 (2.57%) AWS Certification
6 45 (2.31%) Master's Degree
7 37 (1.90%) TOGAF Certification
8 36 (1.85%) Security Cleared
9 33 (1.70%) 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 4 (0.21%) 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
1 371 (19.06%) Data Quality
2 155 (7.97%) GDPR
3 120 (6.17%) 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%) HIPAA
12 1 (0.051%) ISO 31000
12 1 (0.051%) ISO/IEC 27005
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 (1.39%) Docker
2 17 (0.87%) 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 (4.01%) Terraform
2 41 (2.11%) Kubernetes
3 15 (0.77%) Ansible
4 9 (0.46%) Microsoft Clustering
5 7 (0.36%) Foglight
5 7 (0.36%) Nagios
6 5 (0.26%) logstash
7 4 (0.21%) Argo
7 4 (0.21%) Kubeflow
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
10 1 (0.051%) ZENworks
Vendors
1 467 (24.00%) Microsoft
2 271 (13.93%) Google
3 221 (11.36%) Databricks
4 105 (5.40%) Oracle
5 39 (2.00%) Informatica
6 27 (1.39%) SAP
7 17 (0.87%) Dynatrace
7 17 (0.87%) Splunk
8 16 (0.82%) Cloudera
8 16 (0.82%) MuleSoft
8 16 (0.82%) Salesforce
8 16 (0.82%) Teradata
9 14 (0.72%) FNZ
10 12 (0.62%) Alteryx
10 12 (0.62%) IBM
11 11 (0.57%) Talend
12 10 (0.51%) Cognos
13 8 (0.41%) F5
13 8 (0.41%) NEC
13 8 (0.41%) Northgate