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 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
10 Dec 2023
Same period 2022 Same period 2021
Rank 125 118 115
Rank change year-on-year -7 -3 +2
Permanent jobs citing Data Warehouse 1,408 3,712 3,961
As % of all permanent jobs advertised in the UK 2.69% 3.04% 3.12%
As % of the Database & Business Intelligence category 12.56% 13.07% 11.54%
Number of salaries quoted 1,035 2,544 3,044
10th Percentile £41,425 £42,500 £39,000
25th Percentile £47,500 £50,500 £46,250
Median annual salary (50th Percentile) £62,500 £65,000 £60,000
Median % change year-on-year -3.85% +8.33% +9.09%
75th Percentile £81,250 £85,000 £80,000
90th Percentile £97,500 £100,000 £92,500
UK excluding London median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 11,214 28,399 34,324
As % of all permanent jobs advertised in the UK 21.45% 23.23% 27.01%
Number of salaries quoted 8,322 17,485 22,575
10th Percentile £36,750 £36,750 £35,457
25th Percentile £46,875 £46,250 £42,625
Median annual salary (50th Percentile) £60,000 £62,500 £58,500
Median % change year-on-year -4.00% +6.84% +6.36%
75th Percentile £80,000 £82,500 £77,500
90th Percentile £95,000 £100,000 £95,000
UK excluding London median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% +2.04%

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 10 December 2023.

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 December 2023. 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 1,237 £62,500 -3.85% 547
UK excluding London +2 800 £55,000 - 317
Work from Home +2 680 £61,750 -5.00% 328
London -16 489 £70,000 -6.04% 255
North of England +20 247 £50,000 -15.61% 98
South West +43 160 £59,556 +8.28% 30
South East -2 140 £57,500 -4.17% 85
Yorkshire +44 117 £55,000 -15.38% 26
North West +21 116 £50,000 -4.76% 55
Midlands -25 97 £47,500 -13.64% 61
Scotland +22 86 £59,556 +8.28% 17
West Midlands +8 65 £55,000 +2.47% 41
East of England +33 33 £55,000 - 21
East Midlands -8 32 £47,500 -13.64% 20
Wales -10 24 £50,000 +25.00% 9
Northern Ireland +43 14 £70,000 +40.00% 1
North East +14 14 £50,000 +11.11% 18

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 83 (5.89%) Apache Spark
2 43 (3.05%) Confluence
3 40 (2.84%) Apache
4 33 (2.34%) SharePoint
5 29 (2.06%) Apache Airflow
6 22 (1.56%) SAS
7 11 (0.78%) Oracle Application Server
8 9 (0.64%) Oracle SOA Suite
8 9 (0.64%) WebLogic
9 6 (0.43%) Adobe Experience Manager
9 6 (0.43%) SharePoint 2010
9 6 (0.43%) SharePoint 2013
10 4 (0.28%) Luigi
10 4 (0.28%) SharePoint Server
11 2 (0.14%) IIS
11 2 (0.14%) Umbraco
12 1 (0.071%) Apache Synapse
12 1 (0.071%) Jupyter
Applications
1 77 (5.47%) Microsoft Excel
2 38 (2.70%) Microsoft Office
3 9 (0.64%) Microsoft PowerPoint
4 8 (0.57%) MS Visio
5 1 (0.071%) SPSS
Business Applications
1 39 (2.77%) Dynamics CRM
2 32 (2.27%) PlanetPress Connect
3 17 (1.21%) Maximo
4 7 (0.50%) NetSuite
4 7 (0.50%) Oracle ERP
5 5 (0.36%) Dynamics NAV
5 5 (0.36%) HFM
5 5 (0.36%) SAP ERP
5 5 (0.36%) Shopify
5 5 (0.36%) Unit4 Business World
6 4 (0.28%) SAP S/4HANA
7 3 (0.21%) IBM Planning Analytics
8 2 (0.14%) Distributed Ledger
9 1 (0.071%) Elite 3E
9 1 (0.071%) iTrent
9 1 (0.071%) Oracle EBS
9 1 (0.071%) Salesforce CRM
9 1 (0.071%) SAP MDG
9 1 (0.071%) Sparx Enterprise Architect
Cloud Services
1 705 (50.07%) Azure
2 409 (29.05%) Power Platform
3 374 (26.56%) AWS
4 244 (17.33%) GCP
5 174 (12.36%) Azure Data Factory
6 136 (9.66%) SaaS
7 129 (9.16%) PaaS
8 115 (8.17%) IaaS
9 96 (6.82%) Azure Synapse Analytics
10 91 (6.46%) Snowflake
11 71 (5.04%) Azure DevOps
12 42 (2.98%) Amazon S3
12 42 (2.98%) Serverless
13 33 (2.34%) dbt
13 33 (2.34%) Microsoft 365
14 32 (2.27%) Boomi
15 29 (2.06%) FinancialForce
16 27 (1.92%) AWS Lambda
17 26 (1.85%) Power Automate
18 25 (1.78%) Amazon Kinesis
Communications & Networking
1 30 (2.13%) Wireless
2 9 (0.64%) Network Security
3 6 (0.43%) DHCP
3 6 (0.43%) DNS
3 6 (0.43%) Firewall
3 6 (0.43%) VPN
4 5 (0.36%) iSCSI
4 5 (0.36%) WAN
5 4 (0.28%) SNMP
6 3 (0.21%) Internet
6 3 (0.21%) VLAN
7 2 (0.14%) ATM
7 2 (0.14%) BIG-IP
7 2 (0.14%) FTP
7 2 (0.14%) Intrusion Detection
7 2 (0.14%) Remote Desktop
8 1 (0.071%) SMS
Database & Business Intelligence
1 411 (29.19%) Data Lake
2 394 (27.98%) Power BI
3 325 (23.08%) SQL Server
4 231 (16.41%) SQL Server Integration Services
5 155 (11.01%) NoSQL
6 151 (10.72%) Tableau
7 149 (10.58%) SQL Server Reporting Services
8 131 (9.30%) Big Data
9 86 (6.11%) Relational Database
10 82 (5.82%) SQL Server Analysis Services
11 72 (5.11%) Azure SQL Database
12 67 (4.76%) Azure SQL Data Warehouse
13 57 (4.05%) Amazon Redshift
14 54 (3.84%) Metadata
15 51 (3.62%) Hadoop
16 47 (3.34%) BigQuery
17 34 (2.41%) Power Query
17 34 (2.41%) Star Schema
18 29 (2.06%) Data Mining
19 28 (1.99%) Enterprise Data Warehouse
Development Applications
1 79 (5.61%) JIRA
2 53 (3.76%) SQL Server Management Studio (SSMS)
3 46 (3.27%) Git
4 27 (1.92%) Oracle Forms
5 22 (1.56%) Visual Studio
6 20 (1.42%) Jenkins
7 19 (1.35%) Team Foundation Server
8 11 (0.78%) ERwin
9 6 (0.43%) CircleCI
9 6 (0.43%) ER Studio
10 5 (0.36%) Serilog
11 3 (0.21%) Cucumber
11 3 (0.21%) PowerDesigner
11 3 (0.21%) TeamCity
12 2 (0.14%) GitLab
12 2 (0.14%) JUnit
12 2 (0.14%) Maven
12 2 (0.14%) Moq
12 2 (0.14%) SpecFlow
12 2 (0.14%) Zephyr
General
1 490 (34.80%) Finance
2 282 (20.03%) Social Skills
3 218 (15.48%) Banking
4 196 (13.92%) Analytical Skills
5 127 (9.02%) Retail
6 101 (7.17%) Inclusion and Diversity
7 96 (6.82%) Marketing
8 54 (3.84%) Law
9 42 (2.98%) Public Sector
10 39 (2.77%) Manufacturing
11 31 (2.20%) Legal
12 23 (1.63%) Presentation Skills
13 22 (1.56%) Influencing Skills
14 17 (1.21%) Financial Institution
15 16 (1.14%) Documentation Skills
16 14 (0.99%) Organisational Skills
17 11 (0.78%) Retail Banking
18 10 (0.71%) Retail Finance
19 9 (0.64%) Investment Banking
20 8 (0.57%) Advertising
Job Titles
1 316 (22.44%) Data Engineer
2 279 (19.82%) Architect
3 270 (19.18%) Senior
4 226 (16.05%) Analyst
5 199 (14.13%) Developer
6 112 (7.95%) Enterprise Architect
7 102 (7.24%) Solutions Architect
8 94 (6.68%) Data Analyst
9 84 (5.97%) Business Intelligence Developer
10 80 (5.68%) Data Architect
10 80 (5.68%) Senior Architect
11 72 (5.11%) Senior Solutions Architect
12 70 (4.97%) Senior Data Engineer
13 69 (4.90%) Lead
14 58 (4.12%) Business Intelligence Analyst
15 42 (2.98%) DBA
16 40 (2.84%) Azure Engineer
16 40 (2.84%) Commercial Architect
16 40 (2.84%) Senior Analyst
17 37 (2.63%) SQL Developer
Libraries, Frameworks & Software Standards
1 103 (7.32%) OpenID
2 86 (6.11%) REST
3 83 (5.89%) Kafka
4 52 (3.69%) .NET
4 52 (3.69%) PySpark
5 49 (3.48%) Web Services
6 41 (2.91%) JWT
7 31 (2.20%) XML
8 25 (1.78%) AngularJS
9 23 (1.63%) JSON
10 22 (1.56%) HTML
11 20 (1.42%) Middleware
12 14 (0.99%) .NET Core
13 13 (0.92%) ASP.NET
13 13 (0.92%) Node.js
13 13 (0.92%) RESTful
14 12 (0.85%) Apache Beam
15 11 (0.78%) CSS
15 11 (0.78%) Pandas
16 10 (0.71%) SOAP
Miscellaneous
1 137 (9.73%) Data Structures
2 130 (9.23%) Cloud Native
3 105 (7.46%) Blockchain
4 102 (7.24%) Mainframe
5 61 (4.33%) Public Cloud
6 57 (4.05%) Enterprise Software
7 43 (3.05%) Onboarding
8 36 (2.56%) Management Information System
9 26 (1.85%) Greenfield Project
9 26 (1.85%) Self-Motivation
10 23 (1.63%) Distributed Systems
11 20 (1.42%) Algorithms
12 16 (1.14%) Low-Code
13 14 (0.99%) Data Centre
13 14 (0.99%) Legacy Systems
13 14 (0.99%) Replication
14 13 (0.92%) Clustering
14 13 (0.92%) Product Ownership
14 13 (0.92%) Reference Data
15 11 (0.78%) Credit Risk
Operating Systems
1 118 (8.38%) Unix
2 34 (2.41%) Windows
3 25 (1.78%) Linux
4 14 (0.99%) Red Hat Enterprise Linux
4 14 (0.99%) Windows Server
5 13 (0.92%) AIX
6 8 (0.57%) Windows Server 2016
6 8 (0.57%) Windows Server 2019
7 4 (0.28%) Windows Server 2012
8 2 (0.14%) Windows Vista
Processes & Methodologies
1 600 (42.61%) Business Intelligence
2 508 (36.08%) ETL
3 497 (35.30%) Analytics
4 440 (31.25%) Agile
5 385 (27.34%) Data Modelling
6 235 (16.69%) Visualisation
7 231 (16.41%) Machine Learning
8 226 (16.05%) Data Engineering
9 221 (15.70%) Roadmaps
10 220 (15.63%) Data Pipeline
11 208 (14.77%) Problem-Solving
12 207 (14.70%) Data Architecture
13 181 (12.86%) Artificial Intelligence
14 175 (12.43%) Data Management
15 172 (12.22%) Enterprise Architecture
16 168 (11.93%) Data Integration
17 164 (11.65%) DevOps
18 162 (11.51%) Data Visualisation
19 155 (11.01%) Data Science
20 153 (10.87%) Migration
Programming Languages
1 789 (56.04%) SQL
2 384 (27.27%) Python
3 161 (11.43%) T-SQL
4 70 (4.97%) C#
5 67 (4.76%) Java
6 65 (4.62%) Data Analysis Expressions
7 51 (3.62%) R
8 42 (2.98%) PL/SQL
9 40 (2.84%) JavaScript
10 38 (2.70%) Scala
11 36 (2.56%) PowerShell
12 24 (1.70%) Bash
13 20 (1.42%) PHP
13 20 (1.42%) VBA
14 17 (1.21%) TypeScript
15 15 (1.07%) Shell Script
16 14 (0.99%) Go
17 5 (0.36%) Bicep
18 4 (0.28%) U-SQL
18 4 (0.28%) VB
Qualifications
1 169 (12.00%) Degree
2 80 (5.68%) Computer Science Degree
3 72 (5.11%) TOGAF Certification
4 65 (4.62%) Security Cleared
5 57 (4.05%) SC Cleared
6 26 (1.85%) Azure Certification
6 26 (1.85%) Master's Degree
7 24 (1.70%) Microsoft Certification
8 13 (0.92%) BPSS Clearance
9 6 (0.43%) MCPD
10 5 (0.36%) MCSA
10 5 (0.36%) MCSE
11 4 (0.28%) HND
12 3 (0.21%) AWS Certification
13 2 (0.14%) ISTQB
13 2 (0.14%) ITIL Certification
13 2 (0.14%) Numerate Degree
14 1 (0.071%) HNC
14 1 (0.071%) PhD
14 1 (0.071%) PMP
Quality Assurance & Compliance
1 190 (13.49%) Data Quality
2 34 (2.41%) QA
3 29 (2.06%) NIST
4 27 (1.92%) GDPR
5 14 (0.99%) SLA
6 8 (0.57%) Accessibility
7 7 (0.50%) PMO
8 6 (0.43%) Basel III
9 3 (0.21%) GMP
10 2 (0.14%) Actionable Recommendations
10 2 (0.14%) Cyber Essentials
10 2 (0.14%) Disclosure Scotland
11 1 (0.071%) HIPAA
11 1 (0.071%) IFRS
11 1 (0.071%) IFRS 9
11 1 (0.071%) PSD2
System Software
1 39 (2.77%) Docker
2 11 (0.78%) Active Directory
3 8 (0.57%) HDFS
4 4 (0.28%) Hyper-V
5 1 (0.071%) Apache ZooKeeper
5 1 (0.071%) Virtual Machines
5 1 (0.071%) VMware Infrastructure
Systems Management
1 86 (6.11%) Kubernetes
2 28 (1.99%) Terraform
3 9 (0.64%) Ansible
4 7 (0.50%) Microsoft Clustering
5 5 (0.36%) Oozie
6 4 (0.28%) Microsoft Intune
7 3 (0.21%) Grafana
7 3 (0.21%) WebSphere Cast Iron
8 2 (0.14%) Kibana
8 2 (0.14%) Prometheus
8 2 (0.14%) Single Sign-On
9 1 (0.071%) Argo
9 1 (0.071%) Kubeflow
9 1 (0.071%) Rancher
Vendors
1 317 (22.51%) Microsoft
2 162 (11.51%) Databricks
3 112 (7.95%) Oracle
4 75 (5.33%) Google
5 50 (3.55%) Salesforce
6 45 (3.20%) SAP
7 44 (3.13%) Informatica
8 36 (2.56%) IBM
9 33 (2.34%) MuleSoft
10 32 (2.27%) Atlassian
10 32 (2.27%) Teradata
11 30 (2.13%) FNZ
12 29 (2.06%) HubSpot
12 29 (2.06%) Pardot
12 29 (2.06%) Sage
13 23 (1.63%) Talend
14 20 (1.42%) Alteryx
15 18 (1.28%) YouTube
16 14 (0.99%) Red Hat
17 10 (0.71%) Hyperion