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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 150 131 134
Rank change year-on-year -19 +3 -18
Permanent jobs citing Data Warehouse 1,915 2,814 4,568
As % of all permanent jobs advertised in the UK 1.95% 2.69% 2.96%
As % of the Database & Business Intelligence category 10.59% 12.45% 10.73%
Number of salaries quoted 1,401 1,818 2,913
10th Percentile £40,855 £42,500 £40,000
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 £52,500
% change year-on-year -4.55% +4.76% +5.00%

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 18,076 22,599 42,565
As % of all permanent jobs advertised in the UK 18.44% 21.59% 27.62%
Number of salaries quoted 12,541 13,991 21,425
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 £76,250 £83,750 £78,750
90th Percentile £95,000 £103,750 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,000
% change year-on-year -4.55% +5.77% +6.12%

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 27 April 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 27 April 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 1,715 £60,500 -10.37% 359
UK excluding London -8 1,217 £52,500 -4.55% 160
Work from Home -12 880 £57,500 -11.54% 177
London -17 608 £75,000 - 200
North of England +62 427 £47,500 -13.64% 44
North West +61 249 £47,500 -9.52% 27
Midlands +6 219 £54,650 +4.10% 30
South East -19 204 £60,000 +0.86% 34
West Midlands +26 168 £55,000 +4.76% 19
South West -41 159 £55,000 -12.00% 17
Yorkshire +60 106 £55,000 -12.00% 14
Scotland -63 92 £62,500 +6.84% 6
North East +1 72 £47,500 -13.64% 4
East of England -1 72 £50,000 -9.09% 21
East Midlands -23 50 £47,500 -9.52% 11
Wales +12 40 £46,816 +4.81% 10
Northern Ireland +32 6 - - 2

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 88 (4.60%) Apache Spark
2 42 (2.19%) Apache Airflow
3 36 (1.88%) Apache
4 33 (1.72%) SharePoint
5 27 (1.41%) SAS
6 17 (0.89%) Confluence
7 12 (0.63%) IIS
8 5 (0.26%) Oracle Application Server
9 4 (0.21%) Drupal
9 4 (0.21%) Microsoft Exchange
9 4 (0.21%) WordPress
10 3 (0.16%) Jupyter
10 3 (0.16%) SharePoint 2010
10 3 (0.16%) SharePoint 2013
10 3 (0.16%) Tomcat
10 3 (0.16%) WildFly
11 2 (0.10%) Luigi
12 1 (0.052%) Apache Synapse
12 1 (0.052%) BizTalk Server
12 1 (0.052%) Oracle Workflow
Applications
1 87 (4.54%) Microsoft Excel
2 30 (1.57%) Microsoft Office
3 6 (0.31%) Microsoft PowerPoint
3 6 (0.31%) MS Visio
4 3 (0.16%) Spreadsheet
Business Applications
1 34 (1.78%) Dynamics CRM
2 24 (1.25%) PlanetPress Connect
3 14 (0.73%) SAP BPC
4 11 (0.57%) Maximo
5 8 (0.42%) NetSuite
6 6 (0.31%) Magento
7 4 (0.21%) Elite 3E
7 4 (0.21%) Salesforce CRM
8 3 (0.16%) Unit4 Business World
9 2 (0.10%) MIS ActiveH
9 2 (0.10%) NEC Housing
10 1 (0.052%) Dynamics GP
10 1 (0.052%) Dynamics NAV
10 1 (0.052%) FLEXCUBE
10 1 (0.052%) HFM
10 1 (0.052%) Misys Opics
10 1 (0.052%) Oracle EBS
10 1 (0.052%) SAP S/4HANA
Cloud Services
1 1,054 (55.04%) Azure
2 627 (32.74%) Power Platform
3 570 (29.77%) AWS
4 367 (19.16%) GCP
5 220 (11.49%) Azure Data Factory
6 162 (8.46%) Azure DevOps
7 151 (7.89%) Snowflake
8 130 (6.79%) Azure Synapse Analytics
9 77 (4.02%) Amazon S3
10 54 (2.82%) Azure Cosmos DB
10 54 (2.82%) IaaS
11 53 (2.77%) SaaS
12 49 (2.56%) GitHub
13 42 (2.19%) Amazon EC2
14 41 (2.14%) dbt
14 41 (2.14%) PaaS
15 39 (2.04%) Amazon Kinesis
16 36 (1.88%) Microsoft 365
17 35 (1.83%) Matillion
18 33 (1.72%) Serverless
Communications & Networking
1 23 (1.20%) Wireless
2 11 (0.57%) 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 (0.16%) HTTP
6 2 (0.10%) iSCSI
6 2 (0.10%) SAN
7 1 (0.052%) 3GPP
7 1 (0.052%) 5G
7 1 (0.052%) BIG-IP
7 1 (0.052%) LAN
7 1 (0.052%) VPN
7 1 (0.052%) WAN
7 1 (0.052%) WebEx
Database & Business Intelligence
1 608 (31.75%) Power BI
2 484 (25.27%) SQL Server
3 387 (20.21%) Data Lake
4 358 (18.69%) SQL Server Integration Services
5 246 (12.85%) BigQuery
6 210 (10.97%) Looker
7 162 (8.46%) SQL Server Reporting Services
8 159 (8.30%) Tableau
9 127 (6.63%) Relational Database
10 126 (6.58%) Big Data
11 103 (5.38%) Azure SQL Data Warehouse
12 99 (5.17%) Amazon Redshift
13 98 (5.12%) SQL Server Analysis Services
14 97 (5.07%) NoSQL
15 73 (3.81%) Metadata
16 69 (3.60%) Star Schema
17 67 (3.50%) Azure SQL Database
17 67 (3.50%) MySQL
18 56 (2.92%) Hadoop
19 55 (2.87%) Data Mining
Development Applications
1 133 (6.95%) Git
2 62 (3.24%) GitLab
3 59 (3.08%) SQL Server Management Studio (SSMS)
4 58 (3.03%) JIRA
5 44 (2.30%) Jenkins
6 31 (1.62%) Postman
7 30 (1.57%) Visual Studio
8 18 (0.94%) CircleCI
9 15 (0.78%) Team Foundation Server
10 9 (0.47%) ERwin
10 9 (0.47%) JUnit
10 9 (0.47%) Oracle Forms
11 8 (0.42%) Cucumber
11 8 (0.42%) MLflow
11 8 (0.42%) Selenium
12 6 (0.31%) JMeter
12 6 (0.31%) SoapUI
12 6 (0.31%) Toad
13 5 (0.26%) Spinnaker
13 5 (0.26%) Zephyr
General
1 531 (27.73%) Finance
2 438 (22.87%) Social Skills
3 396 (20.68%) Analytical Skills
4 180 (9.40%) Retail
5 132 (6.89%) Banking
6 122 (6.37%) Public Sector
7 89 (4.65%) Inclusion and Diversity
8 73 (3.81%) Billing
9 67 (3.50%) Presentation Skills
10 63 (3.29%) Legal
11 55 (2.87%) Law
12 54 (2.82%) Marketing
13 33 (1.72%) Retail Banking
14 28 (1.46%) Manufacturing
15 24 (1.25%) Documentation Skills
16 22 (1.15%) Local Government
17 20 (1.04%) Influencing Skills
18 14 (0.73%) Games
19 10 (0.52%) Organisational Skills
20 8 (0.42%) Pharmaceutical
Job Titles
1 463 (24.18%) Data Engineer
2 356 (18.59%) Architect
3 322 (16.81%) Senior
4 274 (14.31%) Developer
5 271 (14.15%) Data Architect
6 199 (10.39%) Analyst
7 162 (8.46%) Lead
8 135 (7.05%) Data Manager
9 124 (6.48%) Business Intelligence Developer
10 118 (6.16%) Senior Data Engineer
11 117 (6.11%) Consultant
12 99 (5.17%) Engineering Manager
13 84 (4.39%) Solutions Architect
14 80 (4.18%) Business Intelligence Consultant
15 76 (3.97%) Azure Engineer
16 73 (3.81%) Azure Data Engineer
17 70 (3.66%) Data Analyst
18 55 (2.87%) Business Intelligence Analyst
19 52 (2.72%) Business Intelligence Manager
19 52 (2.72%) Senior Architect
Libraries, Frameworks & Software Standards
1 89 (4.65%) .NET
2 71 (3.71%) PySpark
3 65 (3.39%) JSON
4 37 (1.93%) XML
5 34 (1.78%) Kafka
6 33 (1.72%) REST
7 31 (1.62%) RESTful
8 26 (1.36%) HTML
8 26 (1.36%) Spring
8 26 (1.36%) Spring Boot
9 25 (1.31%) Apache Beam
10 24 (1.25%) ASP.NET
11 23 (1.20%) Pandas
12 20 (1.04%) OpenID
13 18 (0.94%) Node.js
14 16 (0.84%) CSS
15 15 (0.78%) GraphQL
16 14 (0.73%) React
16 14 (0.73%) Web Services
17 12 (0.63%) AngularJS
Miscellaneous
1 169 (8.83%) Management Information System
2 165 (8.62%) Self-Motivation
3 105 (5.48%) Product Ownership
4 101 (5.27%) Data Structures
5 87 (4.54%) Cloud Native
6 39 (2.04%) Greenfield Project
7 36 (1.88%) Algorithms
8 35 (1.83%) Onboarding
9 30 (1.57%) NHS
10 29 (1.51%) Public Cloud
11 28 (1.46%) Distributed Systems
12 25 (1.31%) Mobile App
13 21 (1.10%) Replication
14 19 (0.99%) Blockchain
14 19 (0.99%) Clustering
14 19 (0.99%) Mainframe
15 18 (0.94%) Data Centre
16 17 (0.89%) Legacy Systems
17 15 (0.78%) Enterprise Software
17 15 (0.78%) Taxonomies
Operating Systems
1 53 (2.77%) Windows
2 42 (2.19%) Unix
3 15 (0.78%) Linux
4 10 (0.52%) Windows Server
5 7 (0.37%) Windows Vista
6 4 (0.21%) Android
6 4 (0.21%) Apple iOS
7 2 (0.10%) Red Hat Enterprise Linux
7 2 (0.10%) VMS
8 1 (0.052%) AIX
8 1 (0.052%) Solaris
Processes & Methodologies
1 984 (51.38%) ETL
2 851 (44.44%) Business Intelligence
3 756 (39.48%) Data Modelling
4 598 (31.23%) Analytics
5 551 (28.77%) Data Engineering
6 493 (25.74%) Agile
7 445 (23.24%) Problem-Solving
8 365 (19.06%) Data Pipeline
9 349 (18.22%) Data Science
10 337 (17.60%) Roadmaps
11 330 (17.23%) Data Integration
11 330 (17.23%) Visualisation
12 327 (17.08%) DevOps
13 323 (16.87%) Data Architecture
14 309 (16.14%) Data Governance
15 273 (14.26%) Machine Learning
16 258 (13.47%) Mentoring
17 248 (12.95%) CI/CD
18 243 (12.69%) Data Visualisation
19 229 (11.96%) Migration
Programming Languages
1 1,045 (54.57%) SQL
2 459 (23.97%) Python
3 214 (11.17%) T-SQL
4 97 (5.07%) Java
5 88 (4.60%) Data Analysis Expressions
6 78 (4.07%) C#
7 68 (3.55%) R
8 63 (3.29%) Scala
9 50 (2.61%) PowerShell
10 44 (2.30%) PHP
11 35 (1.83%) PL/SQL
12 29 (1.51%) VB.NET
13 24 (1.25%) VBA
14 20 (1.04%) JavaScript
15 11 (0.57%) Go
15 11 (0.57%) MATLAB
16 9 (0.47%) TypeScript
16 9 (0.47%) U-SQL
17 8 (0.42%) VB
18 3 (0.16%) C
Qualifications
1 239 (12.48%) Degree
2 103 (5.38%) Computer Science Degree
3 53 (2.77%) Azure Certification
4 45 (2.35%) DBS Check
5 41 (2.14%) Security Cleared
6 40 (2.09%) Master's Degree
7 38 (1.98%) SC Cleared
8 37 (1.93%) TOGAF Certification
9 32 (1.67%) Microsoft Certification
10 26 (1.36%) AWS Certification
11 9 (0.47%) PMI Certification
12 8 (0.42%) BPSS Clearance
12 8 (0.42%) DV Cleared
13 6 (0.31%) ISTQB
14 5 (0.26%) PhD
15 3 (0.16%) AWS Certified Solutions Architect
15 3 (0.16%) MCPD
16 2 (0.10%) MCSA
16 2 (0.10%) MCSE
16 2 (0.10%) Postgraduate
Quality Assurance & Compliance
1 350 (18.28%) Data Quality
2 152 (7.94%) GDPR
3 122 (6.37%) QA
4 21 (1.10%) Accessibility
5 13 (0.68%) Actionable Recommendations
6 9 (0.47%) ISO/IEC 27001
7 8 (0.42%) PSD2
8 6 (0.31%) California Consumer Privacy Act
9 4 (0.21%) COBIT
9 4 (0.21%) PCI DSS
10 3 (0.16%) ISO 9001
11 2 (0.10%) Cyber Essentials
11 2 (0.10%) HIPAA
11 2 (0.10%) NIST
12 1 (0.052%) GRC
12 1 (0.052%) ISO 31000
12 1 (0.052%) ITGC
12 1 (0.052%) NCSC
12 1 (0.052%) NIST 800
12 1 (0.052%) SOC 2
System Software
1 28 (1.46%) Docker
2 15 (0.78%) Active Directory
3 9 (0.47%) HDFS
4 8 (0.42%) 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 (0.052%) Oracle RAC
Systems Management
1 69 (3.60%) Terraform
2 40 (2.09%) Kubernetes
3 12 (0.63%) Ansible
4 9 (0.47%) Microsoft Clustering
5 7 (0.37%) Foglight
5 7 (0.37%) Nagios
6 5 (0.26%) Argo
6 5 (0.26%) Kubeflow
6 5 (0.26%) logstash
7 4 (0.21%) Packer
8 3 (0.16%) Single Sign-On
8 3 (0.16%) WebSphere Cast Iron
9 2 (0.10%) Failover Clustering
9 2 (0.10%) SCOM
10 1 (0.052%) MIIS
10 1 (0.052%) Nessus
10 1 (0.052%) Rancher
Vendors
1 483 (25.22%) Microsoft
2 274 (14.31%) Google
3 218 (11.38%) Databricks
4 105 (5.48%) Oracle
5 41 (2.14%) Informatica
6 27 (1.41%) SAP
7 24 (1.25%) FNZ
8 21 (1.10%) IBM
9 19 (0.99%) MuleSoft
10 18 (0.94%) Splunk
10 18 (0.94%) Teradata
11 17 (0.89%) Dynatrace
11 17 (0.89%) Salesforce
12 16 (0.84%) Cloudera
13 15 (0.78%) Alteryx
14 14 (0.73%) Talend
15 10 (0.52%) Cognos
16 8 (0.42%) Duck Creek
16 8 (0.42%) F5
16 8 (0.42%) Northgate