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

6 months to
18 Apr 2024
Same period 2023 Same period 2022
Rank 151 127 133
Rank change year-on-year -24 +6 -17
Permanent jobs citing Data Warehouse 1,911 2,904 4,531
As % of all permanent jobs advertised in the UK 1.96% 2.72% 2.97%
As % of the Database & Business Intelligence category 10.60% 12.46% 10.78%
Number of salaries quoted 1,416 1,879 2,926
10th Percentile £41,000 £42,500 £40,000
25th Percentile £45,000 £51,250 £47,500
Median annual salary (50th Percentile) £60,616 £67,500 £62,500
Median % change year-on-year -10.20% +8.00% +4.17%
75th Percentile £80,000 £85,000 £80,000
90th Percentile £100,000 £103,750 £92,500
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 18,020 23,309 42,046
As % of all permanent jobs advertised in the UK 18.53% 21.80% 27.53%
Number of salaries quoted 12,635 14,260 21,635
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 £75,000 £83,750 £78,750
90th Percentile £95,000 £103,750 £95,000
UK excluding London median annual salary £52,500 £55,000 £51,500
% change year-on-year -4.55% +6.80% +4.04%

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 18 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 18 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 -14 1,715 £62,500 -7.41% 376
UK excluding London -5 1,207 £52,500 -4.55% 204
Work from Home -19 871 £57,500 -13.90% 187
London -6 611 £75,000 -0.07% 191
North of England +55 418 £50,000 -9.09% 57
North West +50 240 £47,500 -13.64% 35
Midlands -1 217 £53,635 +2.16% 36
South East -29 202 £60,000 +4.35% 34
West Midlands +32 166 £54,650 +4.10% 24
South West -44 165 £55,000 -12.00% 26
Yorkshire +49 105 £55,000 -15.38% 18
Scotland -72 89 £62,500 +6.84% 14
East of England +11 73 £50,000 -9.09% 23
North East +3 73 £47,500 -13.64% 5
East Midlands -27 50 £47,500 -5.00% 12
Wales +3 39 £47,500 +6.35% 13
Northern Ireland +24 4 - - 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 90 (4.71%) Apache Spark
2 42 (2.20%) Apache Airflow
3 39 (2.04%) SharePoint
4 38 (1.99%) Apache
5 28 (1.47%) SAS
6 18 (0.94%) Confluence
7 12 (0.63%) IIS
8 6 (0.31%) Oracle Application Server
9 4 (0.21%) Drupal
9 4 (0.21%) Microsoft Exchange
9 4 (0.21%) SharePoint 2010
9 4 (0.21%) SharePoint 2013
9 4 (0.21%) WordPress
10 3 (0.16%) Tomcat
10 3 (0.16%) WildFly
11 2 (0.10%) Jupyter
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 86 (4.50%) Microsoft Excel
2 29 (1.52%) Microsoft Office
3 6 (0.31%) Microsoft PowerPoint
3 6 (0.31%) MS Visio
4 2 (0.10%) Spreadsheet
Business Applications
1 36 (1.88%) Dynamics CRM
2 26 (1.36%) PlanetPress Connect
3 16 (0.84%) Maximo
4 14 (0.73%) SAP BPC
5 8 (0.42%) NetSuite
6 6 (0.31%) Magento
7 4 (0.21%) Elite 3E
7 4 (0.21%) Unit4 Business World
8 3 (0.16%) Salesforce CRM
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
10 1 (0.052%) Sparx Enterprise Architect
Cloud Services
1 1,035 (54.16%) Azure
2 615 (32.18%) Power Platform
3 554 (28.99%) AWS
4 368 (19.26%) GCP
5 218 (11.41%) Azure Data Factory
6 167 (8.74%) Azure DevOps
7 149 (7.80%) Snowflake
8 127 (6.65%) Azure Synapse Analytics
9 82 (4.29%) Amazon S3
10 54 (2.83%) IaaS
11 53 (2.77%) Azure Cosmos DB
12 52 (2.72%) SaaS
13 49 (2.56%) GitHub
14 45 (2.35%) Amazon EC2
15 41 (2.15%) Amazon Kinesis
15 41 (2.15%) dbt
16 39 (2.04%) Microsoft 365
17 38 (1.99%) PaaS
18 36 (1.88%) Matillion
18 36 (1.88%) Serverless
Communications & Networking
1 25 (1.31%) Wireless
2 10 (0.52%) 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
5 3 (0.16%) iSCSI
6 2 (0.10%) BIG-IP
6 2 (0.10%) SAN
7 1 (0.052%) 3GPP
7 1 (0.052%) 5G
7 1 (0.052%) LAN
7 1 (0.052%) VLAN
7 1 (0.052%) VPN
7 1 (0.052%) WAN
7 1 (0.052%) WebEx
Database & Business Intelligence
1 594 (31.08%) Power BI
2 498 (26.06%) SQL Server
3 390 (20.41%) Data Lake
4 362 (18.94%) SQL Server Integration Services
5 246 (12.87%) BigQuery
6 209 (10.94%) Looker
7 163 (8.53%) SQL Server Reporting Services
8 148 (7.74%) Tableau
9 131 (6.86%) Big Data
10 125 (6.54%) Relational Database
11 102 (5.34%) SQL Server Analysis Services
12 100 (5.23%) Amazon Redshift
12 100 (5.23%) NoSQL
13 98 (5.13%) Azure SQL Data Warehouse
14 73 (3.82%) Metadata
15 72 (3.77%) Star Schema
16 70 (3.66%) Azure SQL Database
17 67 (3.51%) MySQL
18 58 (3.04%) Hadoop
19 55 (2.88%) Data Mining
Development Applications
1 135 (7.06%) Git
2 62 (3.24%) GitLab
3 61 (3.19%) JIRA
4 60 (3.14%) SQL Server Management Studio (SSMS)
5 46 (2.41%) Jenkins
6 31 (1.62%) Postman
6 31 (1.62%) Visual Studio
7 21 (1.10%) Team Foundation Server
8 18 (0.94%) CircleCI
9 9 (0.47%) ERwin
9 9 (0.47%) JUnit
9 9 (0.47%) Oracle Forms
10 8 (0.42%) Cucumber
10 8 (0.42%) Selenium
11 7 (0.37%) MLflow
12 6 (0.31%) JMeter
12 6 (0.31%) SoapUI
13 5 (0.26%) Spinnaker
13 5 (0.26%) Zephyr
14 4 (0.21%) ER Studio
General
1 536 (28.05%) Finance
2 439 (22.97%) Social Skills
3 398 (20.83%) Analytical Skills
4 181 (9.47%) Retail
5 131 (6.86%) Banking
6 125 (6.54%) Public Sector
7 85 (4.45%) Inclusion and Diversity
8 73 (3.82%) Billing
9 63 (3.30%) Legal
10 56 (2.93%) Marketing
10 56 (2.93%) Presentation Skills
11 55 (2.88%) Law
12 32 (1.67%) Retail Banking
13 30 (1.57%) Manufacturing
14 22 (1.15%) Documentation Skills
14 22 (1.15%) Local Government
15 21 (1.10%) Influencing Skills
16 13 (0.68%) Games
17 10 (0.52%) Organisational Skills
18 7 (0.37%) Automotive
Job Titles
1 465 (24.33%) Data Engineer
2 335 (17.53%) Architect
3 321 (16.80%) Senior
4 284 (14.86%) Developer
5 261 (13.66%) Data Architect
6 200 (10.47%) Analyst
7 162 (8.48%) Lead
8 134 (7.01%) Data Manager
9 127 (6.65%) Business Intelligence Developer
10 118 (6.17%) Consultant
11 116 (6.07%) Senior Data Engineer
12 98 (5.13%) Engineering Manager
13 80 (4.19%) Business Intelligence Consultant
14 75 (3.92%) Solutions Architect
15 74 (3.87%) Azure Engineer
16 71 (3.72%) Azure Data Engineer
17 70 (3.66%) Data Analyst
18 56 (2.93%) Business Intelligence Analyst
19 52 (2.72%) Business Intelligence Manager
20 51 (2.67%) Senior Architect
Libraries, Frameworks & Software Standards
1 96 (5.02%) .NET
2 71 (3.72%) PySpark
3 63 (3.30%) JSON
4 40 (2.09%) REST
5 39 (2.04%) XML
6 36 (1.88%) Kafka
7 32 (1.67%) RESTful
8 28 (1.47%) HTML
9 26 (1.36%) Spring
9 26 (1.36%) Spring Boot
10 25 (1.31%) Apache Beam
10 25 (1.31%) ASP.NET
11 23 (1.20%) Pandas
12 20 (1.05%) OpenID
13 19 (0.99%) Node.js
14 17 (0.89%) AngularJS
14 17 (0.89%) CSS
15 14 (0.73%) GraphQL
15 14 (0.73%) React
16 13 (0.68%) Web Services
Miscellaneous
1 167 (8.74%) Management Information System
1 167 (8.74%) Self-Motivation
2 104 (5.44%) Product Ownership
3 102 (5.34%) Data Structures
4 74 (3.87%) Cloud Native
5 41 (2.15%) Greenfield Project
6 36 (1.88%) Algorithms
7 33 (1.73%) Onboarding
8 30 (1.57%) Distributed Systems
8 30 (1.57%) NHS
9 29 (1.52%) Public Cloud
10 25 (1.31%) Mobile App
11 22 (1.15%) Clustering
12 21 (1.10%) Replication
13 19 (0.99%) Blockchain
13 19 (0.99%) Mainframe
14 18 (0.94%) Data Centre
14 18 (0.94%) Legacy Systems
15 15 (0.78%) Enterprise Software
15 15 (0.78%) Taxonomies
Operating Systems
1 54 (2.83%) Windows
2 41 (2.15%) Unix
3 13 (0.68%) 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
1 998 (52.22%) ETL
2 842 (44.06%) Business Intelligence
3 745 (38.98%) Data Modelling
4 582 (30.46%) Analytics
5 543 (28.41%) Data Engineering
6 482 (25.22%) Agile
7 437 (22.87%) Problem-Solving
8 364 (19.05%) Data Pipeline
9 337 (17.63%) Roadmaps
10 335 (17.53%) Data Science
11 334 (17.48%) Data Integration
12 330 (17.27%) Visualisation
13 326 (17.06%) DevOps
14 309 (16.17%) Data Architecture
15 302 (15.80%) Data Governance
16 271 (14.18%) Machine Learning
17 260 (13.61%) Mentoring
18 250 (13.08%) CI/CD
19 242 (12.66%) Data Visualisation
20 236 (12.35%) Migration
Programming Languages
1 1,051 (55.00%) SQL
2 461 (24.12%) Python
3 214 (11.20%) T-SQL
4 97 (5.08%) Java
5 90 (4.71%) Data Analysis Expressions
6 82 (4.29%) C#
7 69 (3.61%) R
8 64 (3.35%) Scala
9 50 (2.62%) PowerShell
10 45 (2.35%) PHP
11 33 (1.73%) PL/SQL
12 30 (1.57%) VB.NET
13 25 (1.31%) VBA
14 24 (1.26%) JavaScript
15 13 (0.68%) TypeScript
16 11 (0.58%) Go
16 11 (0.58%) MATLAB
17 8 (0.42%) U-SQL
17 8 (0.42%) VB
18 4 (0.21%) Bash
Qualifications
1 241 (12.61%) Degree
2 107 (5.60%) Computer Science Degree
3 54 (2.83%) Azure Certification
4 50 (2.62%) Security Cleared
5 47 (2.46%) SC Cleared
6 44 (2.30%) DBS Check
7 41 (2.15%) Master's Degree
8 34 (1.78%) Microsoft Certification
9 27 (1.41%) AWS Certification
10 25 (1.31%) TOGAF Certification
11 12 (0.63%) BPSS Clearance
12 9 (0.47%) PMI Certification
13 8 (0.42%) DV Cleared
14 6 (0.31%) ISTQB
15 5 (0.26%) PhD
16 4 (0.21%) MCPD
17 3 (0.16%) MCSA
17 3 (0.16%) MCSE
18 2 (0.10%) HND
18 2 (0.10%) Postgraduate
Quality Assurance & Compliance
1 351 (18.37%) Data Quality
2 150 (7.85%) GDPR
3 124 (6.49%) QA
4 18 (0.94%) Accessibility
5 13 (0.68%) Actionable Recommendations
6 8 (0.42%) ISO/IEC 27001
6 8 (0.42%) PSD2
7 5 (0.26%) California Consumer Privacy Act
8 4 (0.21%) COBIT
8 4 (0.21%) PCI DSS
9 3 (0.16%) ISO 9001
9 3 (0.16%) NIST
10 2 (0.10%) Cyber Essentials
10 2 (0.10%) HIPAA
11 1 (0.052%) GMP
11 1 (0.052%) ISO 31000
11 1 (0.052%) ITGC
11 1 (0.052%) NCSC
11 1 (0.052%) NIST 800
11 1 (0.052%) PMO
System Software
1 29 (1.52%) Docker
2 15 (0.78%) Active Directory
3 9 (0.47%) HDFS
3 9 (0.47%) Virtual Machines
4 4 (0.21%) vSphere
5 2 (0.10%) Microsoft Virtual Server
5 2 (0.10%) Virtual Servers
5 2 (0.10%) VMware ESXi
5 2 (0.10%) VMware Infrastructure
6 1 (0.052%) Oracle RAC
Systems Management
1 69 (3.61%) Terraform
2 40 (2.09%) Kubernetes
3 12 (0.63%) Ansible
4 10 (0.52%) 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
7 4 (0.21%) 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%) Grafana
10 1 (0.052%) Kibana
10 1 (0.052%) MIIS
10 1 (0.052%) Nessus
10 1 (0.052%) Prometheus
10 1 (0.052%) Rancher
Vendors
1 495 (25.90%) Microsoft
2 273 (14.29%) Google
3 215 (11.25%) Databricks
4 105 (5.49%) Oracle
5 42 (2.20%) Informatica
6 30 (1.57%) SAP
7 27 (1.41%) IBM
8 26 (1.36%) FNZ
9 20 (1.05%) MuleSoft
10 19 (0.99%) Salesforce
11 18 (0.94%) Splunk
11 18 (0.94%) Teradata
12 17 (0.89%) Dynatrace
13 16 (0.84%) Cloudera
14 15 (0.78%) Talend
15 14 (0.73%) Alteryx
16 10 (0.52%) Cognos
17 9 (0.47%) F5
18 8 (0.42%) Duck Creek
18 8 (0.42%) Northgate