Hybrid/Remote Data Warehouse Job Trends

Data Warehousing
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Data Warehouse skills. It covers permanent job vacancies from the 6 months leading up to 7 June 2026, with comparisons to the same periods in the previous two years.

6 months to
7 Jun 2026
Same period 2025 Same period 2024
Rank 277 146 127
Rank change year-on-year -131 -19 -27
Permanent jobs citing Data Warehouse 145 351 811
As % of all permanent jobs with remote/hybrid work options 0.75% 2.34% 2.39%
As % of the Database & Business Intelligence category 5.77% 10.72% 10.86%
Number of salaries quoted 104 199 697
10th Percentile £45,000 £41,200 £37,000
25th Percentile £52,500 £52,250 £43,750
Median annual salary (50th Percentile) £65,000 £65,000 £55,000
Median % change year-on-year - +18.18% -15.38%
75th Percentile £86,250 £77,500 £72,375
90th Percentile £106,750 £92,756 £89,250
UK median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% -6.86%

All Database & Business Intelligence Skills
Work from Home

Data Warehouse falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring database or business intelligence skills.

Permanent vacancies with a requirement for database or business intelligence skills 2,512 3,273 7,471
As % of all permanent jobs with a WFH option 12.94% 21.85% 22.04%
Number of salaries quoted 1,920 2,190 6,274
10th Percentile £37,500 £36,250 £37,013
25th Percentile £46,250 £47,500 £43,750
Median annual salary (50th Percentile) £60,000 £65,000 £57,500
Median % change year-on-year -7.69% +13.04% -11.54%
75th Percentile £79,795 £85,000 £77,500
90th Percentile £95,000 £115,000 £102,500
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -11.54%

Data Warehouse
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Data Warehouse and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Data Warehouse job vacancy trend for remote/hybrid jobs

Data Warehouse
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Data Warehouse.

Salary distribution trend for jobs with remote/hybrid work options citing Data Warehouse

Data Warehouse
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Data Warehouse over the 6 months to 7 June 2026.

Data Warehouse salary histogram for jobs with remote/hybrid work options

Data Warehouse
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 21 (14.48%) Apache Spark
2 16 (11.03%) Apache Airflow
3 8 (5.52%) Apache
4 5 (3.45%) SharePoint
5 3 (2.07%) SAS
6 2 (1.38%) Oracle Application Server
7 1 (0.69%) CMS
7 1 (0.69%) Palantir Foundry
7 1 (0.69%) Umbraco
Applications
1 5 (3.45%) Microsoft Excel
2 1 (0.69%) Spreadsheet
Business Applications
1 2 (1.38%) Markit EDM
1 2 (1.38%) SAP S/4HANA
2 1 (0.69%) Dynamics CRM
2 1 (0.69%) Temenos T24
Cloud Services
1 91 (62.76%) Azure
2 46 (31.72%) AWS
3 43 (29.66%) Azure Data Factory
4 38 (26.21%) Power Platform
5 35 (24.14%) GCP
6 30 (20.69%) Snowflake
7 18 (12.41%) Azure Synapse Analytics
8 13 (8.97%) Dagster
9 12 (8.28%) Azure DevOps
9 12 (8.28%) SaaS
10 11 (7.59%) Vertex AI
11 9 (6.21%) Amazon SageMaker
11 9 (6.21%) Azure Machine Learning
12 8 (5.52%) PowerApps
12 8 (5.52%) Serverless
13 7 (4.83%) dbt
14 6 (4.14%) PaaS
14 6 (4.14%) Power Automate
15 5 (3.45%) AWS Lambda
16 4 (2.76%) Dynamics 365
Communications & Networking
1 2 (1.38%) Broadband
2 1 (0.69%) 4G
2 1 (0.69%) 5G
Database & Business Intelligence
1 42 (28.97%) Data Lake
2 36 (24.83%) Power BI
3 22 (15.17%) BigQuery
4 20 (13.79%) Amazon Redshift
5 17 (11.72%) Tableau
6 14 (9.66%) Delta Lake
7 13 (8.97%) Big Data
7 13 (8.97%) Metadata
8 12 (8.28%) Azure SQL Data Warehouse
8 12 (8.28%) SQL Server
9 11 (7.59%) Looker
10 10 (6.90%) Apache Iceberg
11 9 (6.21%) Elasticsearch
11 9 (6.21%) Pinecone
11 9 (6.21%) Weaviate
12 8 (5.52%) Star Schema
13 6 (4.14%) Power Query
14 5 (3.45%) SAP HANA
14 5 (3.45%) SQL Server Integration Services
15 4 (2.76%) Azure SQL Database
Development Applications
1 11 (7.59%) MLflow
2 5 (3.45%) SQL Server Management Studio (SSMS)
3 4 (2.76%) Git
3 4 (2.76%) JIRA
4 2 (1.38%) Jenkins
4 2 (1.38%) Oracle APEX
4 2 (1.38%) Visual Studio
5 1 (0.69%) Zephyr
General
1 48 (33.10%) Finance
2 40 (27.59%) Social Skills
3 30 (20.69%) Analytical Skills
4 13 (8.97%) Public Sector
5 11 (7.59%) Inclusion and Diversity
6 9 (6.21%) Influencing Skills
7 8 (5.52%) Retail
8 3 (2.07%) Legal
8 3 (2.07%) Manufacturing
8 3 (2.07%) Marketing
9 2 (1.38%) Billing
9 2 (1.38%) Organisational Skills
9 2 (1.38%) Telecoms
10 1 (0.69%) Banking
10 1 (0.69%) Documentation Skills
10 1 (0.69%) General Ledger
10 1 (0.69%) Law
10 1 (0.69%) Local Government
10 1 (0.69%) Mandarin Language
10 1 (0.69%) Social Housing
Job Titles
1 55 (37.93%) Data Engineer
2 37 (25.52%) Senior
3 27 (18.62%) Lead
4 16 (11.03%) Architect
4 16 (11.03%) Consultant
5 15 (10.34%) Senior Data Engineer
6 13 (8.97%) Data Consultant
7 11 (7.59%) Developer
8 10 (6.90%) Data Architect
9 9 (6.21%) Artificial Intelligence Consultant
9 9 (6.21%) Lead Data Engineer
9 9 (6.21%) Senior Consultant
10 8 (5.52%) Analyst
10 8 (5.52%) Azure Engineer
11 7 (4.83%) Data Analyst
12 6 (4.14%) Azure Data Engineer
13 5 (3.45%) Cloud Consultant
13 5 (3.45%) Data Manager
13 5 (3.45%) Platform Engineer
13 5 (3.45%) SAP Consultant
Libraries, Frameworks & Software Standards
1 12 (8.28%) PySpark
2 11 (7.59%) Kafka
3 9 (6.21%) Faiss
3 9 (6.21%) PyTorch
3 9 (6.21%) TensorFlow
3 9 (6.21%) vLLM
4 7 (4.83%) EDI
5 4 (2.76%) JSON
5 4 (2.76%) Pandas
6 3 (2.07%) .NET
7 2 (1.38%) CSS
7 2 (1.38%) HTML
7 2 (1.38%) HTML5 Canvas
7 2 (1.38%) XML
7 2 (1.38%) YAML
8 1 (0.69%) Apache Beam
8 1 (0.69%) OpenID
8 1 (0.69%) REST
8 1 (0.69%) SAML
8 1 (0.69%) SAP Fiori
Miscellaneous
1 13 (8.97%) Product Ownership
2 9 (6.21%) Management Information System
3 8 (5.52%) Legacy Systems
4 7 (4.83%) Greenfield Project
5 6 (4.14%) Analytical Mindset
5 6 (4.14%) Cloud Native
6 5 (3.45%) Data Structures
7 4 (2.76%) Data Fabric
8 3 (2.07%) Online Gambling
8 3 (2.07%) Sports Betting
9 2 (1.38%) Client/Server
9 2 (1.38%) Clustering
9 2 (1.38%) Data Protection Act
9 2 (1.38%) Distributed Computing
9 2 (1.38%) Reinsurance
9 2 (1.38%) Taxonomies
9 2 (1.38%) Virtual Team
10 1 (0.69%) IoT
10 1 (0.69%) Public Cloud
10 1 (0.69%) Self-Motivation
Operating Systems
1 2 (1.38%) Linux
1 2 (1.38%) Windows
Processes & Methodologies
1 77 (53.10%) ETL
2 76 (52.41%) Analytics
3 75 (51.72%) Data Modelling
4 65 (44.83%) Data Engineering
5 61 (42.07%) Data Pipeline
6 60 (41.38%) Business Intelligence
7 46 (31.72%) Decision-Making
8 44 (30.34%) AI
9 39 (26.90%) Data Architecture
10 34 (23.45%) Agile
10 34 (23.45%) CI/CD
10 34 (23.45%) Data Science
11 32 (22.07%) Data Governance
11 32 (22.07%) Problem-Solving
12 31 (21.38%) Machine Learning
13 29 (20.00%) DevOps
13 29 (20.00%) Use Case
14 26 (17.93%) Mentoring
15 25 (17.24%) Data Integration
16 24 (16.55%) Computer Science
Programming Languages
1 96 (66.21%) SQL
2 68 (46.90%) Python
3 14 (9.66%) Scala
4 13 (8.97%) Java
5 10 (6.90%) Bash
6 9 (6.21%) Data Analysis Expressions
6 9 (6.21%) Go
7 8 (5.52%) R
8 5 (3.45%) T-SQL
9 4 (2.76%) PowerShell
10 3 (2.07%) Bicep
10 3 (2.07%) C#
11 2 (1.38%) JavaScript
12 1 (0.69%) Kusto Query Language
12 1 (0.69%) PL/SQL
12 1 (0.69%) VBA
Qualifications
1 25 (17.24%) Degree
2 12 (8.28%) Security Cleared
3 9 (6.21%) Azure Certification
3 9 (6.21%) SC Cleared
4 7 (4.83%) CITP
5 6 (4.14%) Computer Science Degree
6 4 (2.76%) Master's Degree
6 4 (2.76%) Microsoft Certification
7 3 (2.07%) DBS Check
8 1 (0.69%) ACCA
8 1 (0.69%) CIMA
8 1 (0.69%) ICAEW
8 1 (0.69%) MCT
8 1 (0.69%) Oracle Certification
8 1 (0.69%) TOGAF Certification
Quality Assurance & Compliance
1 38 (26.21%) Data Quality
2 10 (6.90%) GDPR
3 3 (2.07%) Accessibility
4 2 (1.38%) GRC
4 2 (1.38%) IFRS
4 2 (1.38%) IFRS 17
4 2 (1.38%) ISO/IEC 27001
4 2 (1.38%) Solvency II
5 1 (0.69%) QA
5 1 (0.69%) Software Quality Assurance
System Software
1 10 (6.90%) Docker
2 2 (1.38%) Active Directory
Systems Management
1 10 (6.90%) Terraform
2 1 (0.69%) Kubernetes
2 1 (0.69%) Single Sign-On
Vendors
1 54 (37.24%) Databricks
2 36 (24.83%) Microsoft
3 10 (6.90%) Palantir
4 8 (5.52%) Google
4 8 (5.52%) Salesforce
4 8 (5.52%) SAP
5 7 (4.83%) Planon
6 4 (2.76%) Oracle
7 3 (2.07%) Informatica
8 2 (1.38%) Ab Initio
8 2 (1.38%) Foundry
8 2 (1.38%) IBM
8 2 (1.38%) OpenAI
9 1 (0.69%) Civica
9 1 (0.69%) Concur
9 1 (0.69%) Northgate
9 1 (0.69%) Orchard