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

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 151 133 133
Rank change year-on-year -18 0 -16
Permanent jobs citing Data Warehouse 1,934 2,631 4,840
As % of all permanent jobs advertised in the UK 1.94% 2.65% 3.01%
As % of the Database & Business Intelligence category 10.59% 12.33% 10.73%
Number of salaries quoted 1,386 1,703 2,888
10th Percentile £40,928 £42,500 £40,882
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 £94,125
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 18,257 21,342 45,094
As % of all permanent jobs advertised in the UK 18.27% 21.52% 28.06%
Number of salaries quoted 12,529 13,306 21,042
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 £80,000
90th Percentile £96,539 £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 18 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 18 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 -14 1,729 £60,500 -10.37% 465
UK excluding London -8 1,233 £52,500 -4.55% 264
Work from Home -14 904 £57,500 -11.54% 236
London -12 607 £75,000 -0.07% 250
North of England +62 427 £47,500 -13.64% 60
North West +58 256 £47,500 -9.52% 39
Midlands +20 245 £55,000 +4.76% 50
South East -22 200 £60,000 +4.35% 74
West Midlands +38 187 £55,000 +4.76% 37
South West -50 158 £55,000 -12.00% 27
Yorkshire +72 101 £55,000 -8.33% 15
Scotland -67 89 £62,500 +6.84% 14
North East -8 70 £47,500 -13.64% 6
East of England -14 68 £50,000 -9.09% 28
East Midlands -8 57 £47,500 -13.64% 13
Wales +10 41 £46,816 +4.81% 8
Northern Ireland +24 8 - - 7

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 42 (2.17%) Apache Airflow
3 33 (1.71%) Apache
4 30 (1.55%) SAS
5 29 (1.50%) SharePoint
6 16 (0.83%) Confluence
7 12 (0.62%) IIS
8 4 (0.21%) Drupal
8 4 (0.21%) Microsoft Exchange
8 4 (0.21%) Oracle Application Server
8 4 (0.21%) WordPress
9 3 (0.16%) Jupyter
9 3 (0.16%) SharePoint 2010
9 3 (0.16%) SharePoint 2013
9 3 (0.16%) Tomcat
9 3 (0.16%) WildFly
10 2 (0.10%) BizTalk Server
10 2 (0.10%) Luigi
11 1 (0.052%) Apache Synapse
11 1 (0.052%) Oracle Workflow
Applications
1 92 (4.76%) 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 26 (1.34%) Dynamics CRM
2 16 (0.83%) PlanetPress Connect
3 14 (0.72%) SAP BPC
4 8 (0.41%) Maximo
4 8 (0.41%) NetSuite
5 6 (0.31%) Magento
6 4 (0.21%) Elite 3E
6 4 (0.21%) Salesforce CRM
7 3 (0.16%) Unit4 Business World
8 2 (0.10%) Dynamics NAV
8 2 (0.10%) MIS ActiveH
8 2 (0.10%) NEC Housing
9 1 (0.052%) Dynamics GP
9 1 (0.052%) FLEXCUBE
9 1 (0.052%) Misys Opics
9 1 (0.052%) SAP S/4HANA
Cloud Services
1 1,091 (56.41%) Azure
2 644 (33.30%) Power Platform
3 588 (30.40%) AWS
4 363 (18.77%) GCP
5 222 (11.48%) Azure Data Factory
6 164 (8.48%) Azure DevOps
7 150 (7.76%) Snowflake
8 146 (7.55%) Azure Synapse Analytics
9 78 (4.03%) Amazon S3
10 57 (2.95%) Azure Cosmos DB
11 51 (2.64%) GitHub
12 50 (2.59%) SaaS
13 49 (2.53%) IaaS
14 45 (2.33%) Amazon EC2
15 39 (2.02%) PaaS
16 36 (1.86%) dbt
17 35 (1.81%) Microsoft 365
18 34 (1.76%) Amazon Kinesis
18 34 (1.76%) Matillion
19 30 (1.55%) Serverless
Communications & Networking
1 20 (1.03%) 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 (0.16%) HTTP
6 2 (0.10%) iSCSI
6 2 (0.10%) LAN
6 2 (0.10%) SAN
6 2 (0.10%) WAN
7 1 (0.052%) 3GPP
7 1 (0.052%) 5G
7 1 (0.052%) BIG-IP
7 1 (0.052%) VPN
7 1 (0.052%) WebEx
Database & Business Intelligence
1 629 (32.52%) Power BI
2 476 (24.61%) SQL Server
3 407 (21.04%) Data Lake
4 353 (18.25%) SQL Server Integration Services
5 246 (12.72%) BigQuery
6 210 (10.86%) Looker
7 168 (8.69%) SQL Server Reporting Services
8 156 (8.07%) Tableau
9 129 (6.67%) Azure SQL Data Warehouse
10 128 (6.62%) Relational Database
11 126 (6.51%) Big Data
12 104 (5.38%) Amazon Redshift
13 99 (5.12%) SQL Server Analysis Services
14 91 (4.71%) NoSQL
15 79 (4.08%) Metadata
16 71 (3.67%) Azure SQL Database
17 68 (3.52%) MySQL
18 67 (3.46%) Star Schema
19 58 (3.00%) Data Mining
20 50 (2.59%) Data Vault
Development Applications
1 130 (6.72%) Git
2 62 (3.21%) GitLab
3 50 (2.59%) JIRA
4 49 (2.53%) SQL Server Management Studio (SSMS)
5 42 (2.17%) Jenkins
6 32 (1.65%) Visual Studio
7 31 (1.60%) Postman
8 18 (0.93%) CircleCI
9 12 (0.62%) Team Foundation Server
10 10 (0.52%) MLflow
11 9 (0.47%) Oracle Forms
12 8 (0.41%) Cucumber
12 8 (0.41%) JUnit
12 8 (0.41%) Selenium
13 7 (0.36%) ERwin
14 6 (0.31%) JMeter
14 6 (0.31%) SoapUI
14 6 (0.31%) Toad
15 5 (0.26%) Spinnaker
15 5 (0.26%) Zephyr
General
1 549 (28.39%) Finance
2 442 (22.85%) Social Skills
3 413 (21.35%) Analytical Skills
4 173 (8.95%) Retail
5 128 (6.62%) Banking
6 123 (6.36%) Public Sector
7 94 (4.86%) Inclusion and Diversity
8 87 (4.50%) Presentation Skills
9 73 (3.77%) Billing
10 64 (3.31%) Legal
11 50 (2.59%) Law
11 50 (2.59%) Marketing
12 36 (1.86%) Retail Banking
13 28 (1.45%) Manufacturing
14 24 (1.24%) Local Government
15 20 (1.03%) Documentation Skills
15 20 (1.03%) Influencing Skills
16 13 (0.67%) Games
17 10 (0.52%) Organisational Skills
17 10 (0.52%) Pharmaceutical
Job Titles
1 472 (24.41%) Data Engineer
2 352 (18.20%) Architect
3 328 (16.96%) Senior
4 273 (14.12%) Developer
5 269 (13.91%) Data Architect
6 191 (9.88%) Analyst
7 163 (8.43%) Lead
8 140 (7.24%) Consultant
9 133 (6.88%) Data Manager
10 121 (6.26%) Senior Data Engineer
11 120 (6.20%) Business Intelligence Developer
12 99 (5.12%) Engineering Manager
13 81 (4.19%) Solutions Architect
14 80 (4.14%) Business Intelligence Consultant
15 75 (3.88%) Azure Engineer
16 74 (3.83%) Azure Data Engineer
17 66 (3.41%) Data Analyst
18 59 (3.05%) Data Consultant
19 57 (2.95%) Business Intelligence Analyst
20 53 (2.74%) Business Intelligence Manager
Libraries, Frameworks & Software Standards
1 87 (4.50%) .NET
2 81 (4.19%) PySpark
3 64 (3.31%) JSON
4 34 (1.76%) XML
5 32 (1.65%) Kafka
6 30 (1.55%) REST
6 30 (1.55%) RESTful
7 26 (1.34%) Spring
7 26 (1.34%) Spring Boot
8 25 (1.29%) HTML
9 24 (1.24%) Apache Beam
9 24 (1.24%) ASP.NET
10 22 (1.14%) Pandas
11 16 (0.83%) CSS
11 16 (0.83%) Node.js
11 16 (0.83%) OpenID
12 14 (0.72%) GraphQL
12 14 (0.72%) React
13 13 (0.67%) Web Services
14 11 (0.57%) MDX
Miscellaneous
1 177 (9.15%) Management Information System
2 165 (8.53%) Self-Motivation
3 104 (5.38%) Product Ownership
4 86 (4.45%) Cloud Native
5 82 (4.24%) Data Structures
6 39 (2.02%) Greenfield Project
6 39 (2.02%) Onboarding
7 38 (1.96%) Algorithms
7 38 (1.96%) NHS
8 29 (1.50%) Public Cloud
9 25 (1.29%) Mobile App
10 24 (1.24%) Distributed Systems
11 23 (1.19%) Replication
12 18 (0.93%) Clustering
12 18 (0.93%) Data Centre
12 18 (0.93%) Legacy Systems
13 16 (0.83%) Enterprise Software
14 15 (0.78%) Blockchain
14 15 (0.78%) Mainframe
14 15 (0.78%) Taxonomies
Operating Systems
1 54 (2.79%) Windows
2 40 (2.07%) Unix
3 20 (1.03%) 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%) VMS
8 1 (0.052%) AIX
8 1 (0.052%) Solaris
Processes & Methodologies
1 980 (50.67%) ETL
2 870 (44.98%) Business Intelligence
3 765 (39.56%) Data Modelling
4 613 (31.70%) Analytics
5 573 (29.63%) Data Engineering
6 487 (25.18%) Agile
7 447 (23.11%) Problem-Solving
8 361 (18.67%) Data Pipeline
9 359 (18.56%) Roadmaps
10 347 (17.94%) Visualisation
11 346 (17.89%) Data Architecture
12 344 (17.79%) Data Science
13 330 (17.06%) DevOps
14 327 (16.91%) Data Integration
15 320 (16.55%) Data Governance
16 265 (13.70%) Machine Learning
17 260 (13.44%) Mentoring
18 255 (13.19%) CI/CD
19 254 (13.13%) Data Visualisation
20 238 (12.31%) Artificial Intelligence
Programming Languages
1 1,065 (55.07%) SQL
2 462 (23.89%) Python
3 218 (11.27%) T-SQL
4 95 (4.91%) Java
5 94 (4.86%) Data Analysis Expressions
6 79 (4.08%) R
7 77 (3.98%) C#
8 59 (3.05%) Scala
9 49 (2.53%) PowerShell
10 42 (2.17%) PHP
11 34 (1.76%) PL/SQL
12 29 (1.50%) VB.NET
13 28 (1.45%) VBA
14 18 (0.93%) JavaScript
15 14 (0.72%) MATLAB
16 11 (0.57%) U-SQL
17 10 (0.52%) Go
18 9 (0.47%) VB
19 6 (0.31%) TypeScript
20 4 (0.21%) Shell Script
Qualifications
1 261 (13.50%) Degree
2 113 (5.84%) Computer Science Degree
3 81 (4.19%) Azure Certification
4 51 (2.64%) DBS Check
5 50 (2.59%) AWS Certification
6 42 (2.17%) Master's Degree
7 37 (1.91%) Security Cleared
7 37 (1.91%) TOGAF Certification
8 34 (1.76%) SC Cleared
9 33 (1.71%) Microsoft Certification
10 9 (0.47%) PMI Certification
11 8 (0.41%) DV Cleared
12 6 (0.31%) ISTQB
13 5 (0.26%) BPSS Clearance
13 5 (0.26%) PhD
14 3 (0.16%) AWS Certified Solutions Architect
14 3 (0.16%) ITIL Certification
14 3 (0.16%) MCPD
15 2 (0.10%) CCIE
15 2 (0.10%) SAS Certification
Quality Assurance & Compliance
1 366 (18.92%) Data Quality
2 154 (7.96%) GDPR
3 121 (6.26%) QA
4 23 (1.19%) Accessibility
5 14 (0.72%) 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%) GRC
12 1 (0.052%) HIPAA
12 1 (0.052%) ISO 31000
12 1 (0.052%) ITGC
12 1 (0.052%) NCSC
12 1 (0.052%) NIST
12 1 (0.052%) NIST 800
12 1 (0.052%) SOC 2
System Software
1 27 (1.40%) Docker
2 16 (0.83%) 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 40 (2.07%) 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
Vendors
1 476 (24.61%) Microsoft
2 273 (14.12%) Google
3 225 (11.63%) Databricks
4 109 (5.64%) Oracle
5 40 (2.07%) Informatica
6 27 (1.40%) SAP
7 17 (0.88%) Dynatrace
7 17 (0.88%) MuleSoft
7 17 (0.88%) Salesforce
7 17 (0.88%) Splunk
8 16 (0.83%) FNZ
8 16 (0.83%) Teradata
9 15 (0.78%) Cloudera
9 15 (0.78%) IBM
10 13 (0.67%) Alteryx
11 11 (0.57%) Talend
12 10 (0.52%) Cognos
13 8 (0.41%) F5
13 8 (0.41%) NEC
13 8 (0.41%) Northgate