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

6 months to
10 May 2024
Same period 2023 Same period 2022
Rank 149 132 131
Rank change year-on-year -17 -1 -11
Permanent jobs citing Data Warehouse 1,934 2,672 4,717
As % of all permanent jobs advertised in the UK 1.95% 2.65% 3.00%
As % of the Database & Business Intelligence category 10.64% 12.41% 10.73%
Number of salaries quoted 1,401 1,719 2,879
10th Percentile £41,000 £42,500 £40,000
25th Percentile £45,000 £51,250 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £62,500
Median % change year-on-year -11.11% +8.00% +4.17%
75th Percentile £80,000 £85,000 £80,000
90th Percentile £100,000 £102,500 £93,750
UK excluding London median annual salary £52,500 £55,000 £54,000
% change year-on-year -4.55% +1.85% +8.00%

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 18,181 21,530 43,959
As % of all permanent jobs advertised in the UK 18.33% 21.31% 27.95%
Number of salaries quoted 12,558 13,451 21,070
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 £79,500
90th Percentile £95,000 £102,500 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% +8.25%

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 10 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 10 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 -9 1,727 £60,000 -11.11% 405
UK excluding London -10 1,231 £52,500 -4.55% 215
Work from Home -13 897 £57,500 -11.54% 215
London -11 609 £75,000 - 203
North of England +69 428 £47,500 -13.64% 60
North West +50 253 £47,500 -9.52% 33
Midlands +8 237 £54,650 +4.10% 50
South East -29 199 £60,000 +4.35% 37
West Midlands +26 180 £55,000 +4.76% 32
South West -43 161 £56,250 -10.00% 23
Yorkshire +75 104 £55,000 -4.35% 21
Scotland -55 92 £62,500 +8.23% 13
North East -5 71 £47,500 -13.64% 6
East of England 0 69 £50,000 -9.09% 20
East Midlands -16 56 £47,500 -13.64% 18
Wales +9 41 £46,131 +3.28% 9
Northern Ireland +24 7 - - 5

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 (4.45%) Apache Spark
2 44 (2.28%) Apache Airflow
3 34 (1.76%) Apache
4 30 (1.55%) SharePoint
5 29 (1.50%) SAS
6 16 (0.83%) Confluence
7 12 (0.62%) 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 89 (4.60%) Microsoft Excel
2 32 (1.65%) Microsoft Office
3 6 (0.31%) Microsoft PowerPoint
3 6 (0.31%) MS Visio
4 4 (0.21%) Spreadsheet
Business Applications
1 29 (1.50%) Dynamics CRM
2 20 (1.03%) PlanetPress Connect
3 14 (0.72%) SAP BPC
4 10 (0.52%) Maximo
5 8 (0.41%) 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 1,076 (55.64%) Azure
2 636 (32.89%) Power Platform
3 582 (30.09%) AWS
4 369 (19.08%) GCP
5 224 (11.58%) Azure Data Factory
6 166 (8.58%) Azure DevOps
7 151 (7.81%) Snowflake
8 140 (7.24%) Azure Synapse Analytics
9 77 (3.98%) Amazon S3
10 58 (3.00%) Azure Cosmos DB
11 55 (2.84%) SaaS
12 54 (2.79%) IaaS
13 51 (2.64%) GitHub
14 44 (2.28%) Amazon EC2
14 44 (2.28%) PaaS
15 38 (1.96%) dbt
16 36 (1.86%) Microsoft 365
17 35 (1.81%) Amazon Kinesis
18 33 (1.71%) Matillion
19 30 (1.55%) Serverless
Communications & Networking
1 19 (0.98%) Wireless
2 12 (0.62%) 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
1 618 (31.95%) Power BI
2 485 (25.08%) SQL Server
3 399 (20.63%) Data Lake
4 355 (18.36%) SQL Server Integration Services
5 247 (12.77%) BigQuery
6 211 (10.91%) Looker
7 164 (8.48%) SQL Server Reporting Services
8 156 (8.07%) Tableau
9 130 (6.72%) Relational Database
10 126 (6.51%) Big Data
11 118 (6.10%) Azure SQL Data Warehouse
12 102 (5.27%) Amazon Redshift
13 99 (5.12%) SQL Server Analysis Services
14 96 (4.96%) NoSQL
15 81 (4.19%) Metadata
16 70 (3.62%) Azure SQL Database
16 70 (3.62%) Star Schema
17 69 (3.57%) MySQL
18 58 (3.00%) Data Mining
19 51 (2.64%) Hadoop
Development Applications
1 131 (6.77%) Git
2 62 (3.21%) GitLab
3 54 (2.79%) JIRA
4 53 (2.74%) SQL Server Management Studio (SSMS)
5 44 (2.28%) Jenkins
6 32 (1.65%) Visual Studio
7 31 (1.60%) Postman
8 18 (0.93%) CircleCI
9 14 (0.72%) Team Foundation Server
10 10 (0.52%) MLflow
11 9 (0.47%) JUnit
11 9 (0.47%) Oracle Forms
12 8 (0.41%) Cucumber
12 8 (0.41%) ERwin
12 8 (0.41%) Selenium
13 6 (0.31%) JMeter
13 6 (0.31%) SoapUI
13 6 (0.31%) Toad
14 5 (0.26%) Spinnaker
14 5 (0.26%) Zephyr
General
1 547 (28.28%) Finance
2 441 (22.80%) Social Skills
3 410 (21.20%) Analytical Skills
4 177 (9.15%) Retail
5 133 (6.88%) Banking
6 122 (6.31%) Public Sector
7 94 (4.86%) Inclusion and Diversity
8 75 (3.88%) Presentation Skills
9 73 (3.77%) Billing
10 65 (3.36%) Legal
11 53 (2.74%) Law
11 53 (2.74%) Marketing
12 36 (1.86%) Retail Banking
13 29 (1.50%) Manufacturing
14 23 (1.19%) Local Government
15 22 (1.14%) Documentation Skills
16 20 (1.03%) Influencing Skills
17 14 (0.72%) Games
18 10 (0.52%) Organisational Skills
18 10 (0.52%) Pharmaceutical
Job Titles
1 468 (24.20%) Data Engineer
2 355 (18.36%) Architect
3 325 (16.80%) Senior
4 276 (14.27%) Developer
5 268 (13.86%) Data Architect
6 199 (10.29%) Analyst
7 162 (8.38%) Lead
8 133 (6.88%) Data Manager
9 129 (6.67%) Consultant
10 121 (6.26%) Business Intelligence Developer
11 118 (6.10%) Senior Data Engineer
12 99 (5.12%) Engineering Manager
13 83 (4.29%) Solutions Architect
14 80 (4.14%) Business Intelligence Consultant
15 77 (3.98%) Azure Engineer
16 76 (3.93%) Azure Data Engineer
17 70 (3.62%) Data Analyst
18 55 (2.84%) Business Intelligence Analyst
19 52 (2.69%) Business Intelligence Manager
20 48 (2.48%) Data Consultant
Libraries, Frameworks & Software Standards
1 89 (4.60%) .NET
2 80 (4.14%) PySpark
3 64 (3.31%) JSON
4 34 (1.76%) Kafka
4 34 (1.76%) XML
5 32 (1.65%) REST
6 31 (1.60%) RESTful
7 26 (1.34%) HTML
7 26 (1.34%) Spring
7 26 (1.34%) Spring Boot
8 25 (1.29%) Apache Beam
9 24 (1.24%) ASP.NET
10 23 (1.19%) Pandas
11 20 (1.03%) OpenID
12 16 (0.83%) CSS
12 16 (0.83%) Node.js
13 15 (0.78%) GraphQL
14 14 (0.72%) React
14 14 (0.72%) Web Services
15 11 (0.57%) SOAP
Miscellaneous
1 175 (9.05%) Management Information System
2 164 (8.48%) Self-Motivation
3 105 (5.43%) Product Ownership
4 95 (4.91%) Data Structures
5 88 (4.55%) Cloud Native
6 39 (2.02%) Greenfield Project
7 38 (1.96%) Algorithms
7 38 (1.96%) Onboarding
8 36 (1.86%) NHS
9 29 (1.50%) Public Cloud
10 25 (1.29%) Distributed Systems
10 25 (1.29%) Mobile App
11 23 (1.19%) Replication
12 19 (0.98%) Blockchain
12 19 (0.98%) Clustering
12 19 (0.98%) Mainframe
13 18 (0.93%) Data Centre
13 18 (0.93%) Legacy Systems
14 15 (0.78%) Enterprise Software
14 15 (0.78%) Taxonomies
Operating Systems
1 53 (2.74%) Windows
2 44 (2.28%) Unix
3 20 (1.03%) Linux
4 10 (0.52%) Windows Server
5 7 (0.36%) 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
1 982 (50.78%) ETL
2 866 (44.78%) Business Intelligence
3 763 (39.45%) Data Modelling
4 607 (31.39%) Analytics
5 571 (29.52%) Data Engineering
6 497 (25.70%) Agile
7 451 (23.32%) Problem-Solving
8 363 (18.77%) Data Pipeline
9 350 (18.10%) Roadmaps
10 344 (17.79%) Data Science
11 343 (17.74%) Visualisation
12 334 (17.27%) Data Architecture
13 333 (17.22%) DevOps
14 331 (17.11%) Data Integration
15 320 (16.55%) Data Governance
16 273 (14.12%) Machine Learning
17 264 (13.65%) Mentoring
18 258 (13.34%) CI/CD
19 252 (13.03%) Data Visualisation
20 235 (12.15%) Migration
Programming Languages
1 1,065 (55.07%) SQL
2 459 (23.73%) Python
3 220 (11.38%) T-SQL
4 97 (5.02%) Java
5 90 (4.65%) Data Analysis Expressions
6 76 (3.93%) C#
7 75 (3.88%) R
8 62 (3.21%) Scala
9 50 (2.59%) PowerShell
10 43 (2.22%) PHP
11 36 (1.86%) PL/SQL
12 29 (1.50%) VB.NET
13 27 (1.40%) VBA
14 20 (1.03%) JavaScript
15 13 (0.67%) MATLAB
16 11 (0.57%) Go
17 10 (0.52%) U-SQL
18 9 (0.47%) VB
19 8 (0.41%) TypeScript
20 4 (0.21%) Shell Script
Qualifications
1 250 (12.93%) Degree
2 106 (5.48%) Computer Science Degree
3 68 (3.52%) Azure Certification
4 50 (2.59%) DBS Check
5 41 (2.12%) Master's Degree
5 41 (2.12%) Security Cleared
6 38 (1.96%) AWS Certification
6 38 (1.96%) SC Cleared
7 37 (1.91%) TOGAF Certification
8 32 (1.65%) Microsoft Certification
9 9 (0.47%) PMI Certification
10 8 (0.41%) DV Cleared
11 7 (0.36%) BPSS Clearance
12 6 (0.31%) ISTQB
13 5 (0.26%) PhD
14 3 (0.16%) AWS Certified Solutions Architect
14 3 (0.16%) MCPD
15 2 (0.10%) HND
15 2 (0.10%) MCP
15 2 (0.10%) Postgraduate
Quality Assurance & Compliance
1 363 (18.77%) Data Quality
2 154 (7.96%) GDPR
3 122 (6.31%) QA
4 22 (1.14%) Accessibility
5 13 (0.67%) Actionable Recommendations
6 9 (0.47%) 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 (0.16%) ISO 9001
11 2 (0.10%) Cyber Essentials
12 1 (0.052%) GMP
12 1 (0.052%) HIPAA
12 1 (0.052%) ISO 31000
12 1 (0.052%) ISO/IEC 27005
12 1 (0.052%) ITGC
12 1 (0.052%) NIST
12 1 (0.052%) NIST 800
12 1 (0.052%) SOC 2
System Software
1 29 (1.50%) Docker
2 15 (0.78%) Active Directory
3 9 (0.47%) 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 (0.052%) Oracle RAC
Systems Management
1 75 (3.88%) Terraform
2 42 (2.17%) Kubernetes
3 12 (0.62%) Ansible
4 9 (0.47%) 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 (0.16%) Single Sign-On
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
10 1 (0.052%) WebSphere Cast Iron
Vendors
1 482 (24.92%) Microsoft
2 277 (14.32%) Google
3 222 (11.48%) Databricks
4 112 (5.79%) Oracle
5 42 (2.17%) Informatica
6 26 (1.34%) SAP
7 20 (1.03%) FNZ
8 18 (0.93%) IBM
8 18 (0.93%) Splunk
9 17 (0.88%) Dynatrace
9 17 (0.88%) MuleSoft
9 17 (0.88%) Salesforce
10 16 (0.83%) Teradata
11 15 (0.78%) Cloudera
12 14 (0.72%) Alteryx
13 13 (0.67%) Talend
14 10 (0.52%) Cognos
15 8 (0.41%) Duck Creek
15 8 (0.41%) F5
15 8 (0.41%) Northgate