Azure Data Factory Job Trends in England

Microsoft Azure Data Factory
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Azure Data Factory skills. It covers permanent job vacancies from the 6 months leading up to 11 June 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Jun 2026
Same period 2025 Same period 2024
Rank 402 319 439
Rank change year-on-year -83 +120 -65
Permanent jobs citing Azure Data Factory 318 355 476
As % of all permanent jobs in England 0.39% 0.90% 0.51%
As % of the Cloud Services category 1.42% 2.64% 1.54%
Number of salaries quoted 247 281 421
10th Percentile £47,500 £44,000 £41,250
25th Percentile £59,375 £52,500 £48,750
Median annual salary (50th Percentile) £75,000 £67,500 £62,500
Median % change year-on-year +11.11% +8.00% -10.00%
75th Percentile £90,625 £81,250 £80,000
90th Percentile £105,000 £90,000 £100,000
UK median annual salary £77,500 £65,625 £62,500
% change year-on-year +18.10% +5.00% -6.02%

All Cloud Computing Skills
England

Azure Data Factory falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring cloud computing skills in England.

Permanent vacancies with a requirement for cloud computing skills 22,348 13,438 30,877
As % of all permanent jobs advertised in England 27.17% 34.22% 33.18%
Number of salaries quoted 14,696 9,486 24,654
10th Percentile £31,250 £31,000 £30,000
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £62,500 £60,000 £57,500
Median % change year-on-year +4.17% +4.35% -11.54%
75th Percentile £85,000 £82,500 £77,500
90th Percentile £100,000 £105,000 £97,500
UK median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% -10.16%

Azure Data Factory
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Azure Data Factory relative to all permanent IT jobs advertised in England.

Azure Data Factory job vacancy trend in England

Azure Data Factory
Salary Trend in England

Salary distribution trend for jobs in England citing Azure Data Factory.

Salary distribution trend for jobs in England citing Azure Data Factory

Azure Data Factory
Salary Histogram in England

Salary distribution for jobs citing Azure Data Factory in England over the 6 months to 11 June 2026.

Salary histogram for Azure Data Factory in England

Azure Data Factory
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Azure Data Factory within the England region over the 6 months to 11 June 2026. 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
London -42 136 £83,500 +11.33% 34
North of England -16 56 £80,000 +33.33% 8
Midlands -17 44 £60,000 -7.69% 13
Yorkshire -24 39 £80,000 +33.33% 2
West Midlands -18 38 £60,000 +4.35% 12
East of England -3 33 £90,000 +67.44% 2
South East -63 21 £50,000 -23.08% 17
North West +3 16 £61,250 +4.26% 5
South West -45 16 £57,500 -25.81% 5
East Midlands -23 6 £57,500 -11.54% 1
North East -46 1 - - 1
Azure Data Factory
UK

Azure Data Factory
Co-Occurring Skills & Capabilities in England 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 35 (11.01%) SharePoint
2 22 (6.92%) Apache Spark
3 13 (4.09%) Apache Airflow
4 10 (3.14%) Apache
5 8 (2.52%) Appian
6 4 (1.26%) Microsoft Exchange
7 3 (0.94%) Jupyter
8 2 (0.63%) Luigi
Applications
1 6 (1.89%) Microsoft Excel
2 2 (0.63%) Chatbot
2 2 (0.63%) Spreadsheet
3 1 (0.31%) Microsoft Office
3 1 (0.31%) Trello
Business Applications
1 4 (1.26%) Dynamics CRM
2 2 (0.63%) Unit4 Business World
3 1 (0.31%) Infor M3
3 1 (0.31%) NetSuite
Cloud Services
1 318 (100.00%) Azure
2 140 (44.03%) Power Platform
3 86 (27.04%) Azure Synapse Analytics
4 62 (19.50%) Azure DevOps
5 41 (12.89%) Azure Logic Apps
6 39 (12.26%) Power Automate
7 33 (10.38%) PowerApps
8 31 (9.75%) Microsoft 365
9 22 (6.92%) Serverless
10 20 (6.29%) Azure Functions
11 19 (5.97%) Adobe Creative Cloud
11 19 (5.97%) Microsoft Purview
11 19 (5.97%) OneDrive
12 18 (5.66%) AWS
13 17 (5.35%) Azure Monitor
14 16 (5.03%) dbt
14 16 (5.03%) GCP
15 14 (4.40%) GitHub
15 14 (4.40%) Microsoft Copilot
16 13 (4.09%) Azure AI
Communications & Networking
1 1 (0.31%) DNS
Database & Business Intelligence
1 134 (42.14%) Power BI
2 91 (28.62%) Data Warehouse
3 90 (28.30%) Data Lake
4 79 (24.84%) Azure SQL Database
5 51 (16.04%) SQL Server
6 33 (10.38%) SQL Server Integration Services
7 32 (10.06%) Delta Lake
7 32 (10.06%) Spark SQL
8 21 (6.60%) Metadata
9 18 (5.66%) Relational Database
10 17 (5.35%) Azure SQL Data Warehouse
11 15 (4.72%) Star Schema
12 14 (4.40%) Tableau
13 12 (3.77%) Power Query
14 11 (3.46%) Big Data
14 11 (3.46%) BigQuery
15 9 (2.83%) SQL Server Reporting Services
16 8 (2.52%) Pinecone
17 7 (2.20%) Amazon Redshift
18 6 (1.89%) Semantic Layer
Development Applications
1 29 (9.12%) Git
2 10 (3.14%) MLflow
3 5 (1.57%) Visual Studio
4 4 (1.26%) Jenkins
5 3 (0.94%) SQL Server Management Studio (SSMS)
6 2 (0.63%) Visual Studio Code
7 1 (0.31%) JIRA
General
1 112 (35.22%) Social Skills
2 104 (32.70%) Finance
3 48 (15.09%) Analytical Skills
4 10 (3.14%) Retail
5 9 (2.83%) Documentation Skills
5 9 (2.83%) Influencing Skills
5 9 (2.83%) Public Sector
6 5 (1.57%) Manufacturing
7 4 (1.26%) Automotive
7 4 (1.26%) Law
7 4 (1.26%) Organisational Skills
8 3 (0.94%) Advertising
8 3 (0.94%) Inclusion and Diversity
8 3 (0.94%) Legal
8 3 (0.94%) Telecoms
9 2 (0.63%) Banking
9 2 (0.63%) Financial Institution
10 1 (0.31%) Billing
10 1 (0.31%) Local Government
10 1 (0.31%) Marketing
Job Titles
1 155 (48.74%) Data Engineer
2 72 (22.64%) Senior
3 55 (17.30%) Lead
4 48 (15.09%) Azure Engineer
5 42 (13.21%) Developer
5 42 (13.21%) Senior Data Engineer
6 32 (10.06%) Azure Data Engineer
7 30 (9.43%) Platform Engineer
8 27 (8.49%) Lead Data Engineer
9 23 (7.23%) Architect
10 19 (5.97%) Data Architect
11 18 (5.66%) Senior Developer
12 15 (4.72%) Business Intelligence Developer
13 14 (4.40%) Consultant
14 13 (4.09%) Azure Platform Engineer
14 13 (4.09%) Cloud Platform Engineer
15 11 (3.46%) Automation Engineer
15 11 (3.46%) Microsoft Engineer
16 9 (2.83%) Artificial Intelligence Engineer
17 7 (2.20%) Migration Specialist
Libraries, Frameworks & Software Standards
1 71 (22.33%) PySpark
2 29 (9.12%) .NET
3 28 (8.81%) REST
4 22 (6.92%) .NET Core
4 22 (6.92%) JSON
5 21 (6.60%) CSS
5 21 (6.60%) HTML
6 19 (5.97%) HTML5 Canvas
6 19 (5.97%) Microsoft Graph
6 19 (5.97%) SPFx
7 14 (4.40%) ARM Templates
8 11 (3.46%) RESTful
9 10 (3.14%) Kafka
10 9 (2.83%) FastAPI
10 9 (2.83%) NumPy
10 9 (2.83%) Pandas
10 9 (2.83%) PyTorch
10 9 (2.83%) scikit-learn
10 9 (2.83%) TensorFlow
11 8 (2.52%) OpenAPI
Miscellaneous
1 24 (7.55%) Cloud Native
2 15 (4.72%) Legacy Systems
2 15 (4.72%) Product Ownership
3 10 (3.14%) Low-Code
4 9 (2.83%) Analytical Mindset
4 9 (2.83%) Greenfield Project
5 8 (2.52%) Distributed Computing
6 7 (2.20%) Management Information System
7 6 (1.89%) Replication
8 5 (1.57%) AI Agents
8 5 (1.57%) Enterprise Cloud
9 4 (1.26%) Onboarding
9 4 (1.26%) Reinsurance
10 3 (0.94%) Algorithms
10 3 (0.94%) Data Structures
10 3 (0.94%) Distributed Systems
11 2 (0.63%) Clustering
11 2 (0.63%) Data Protection Act
11 2 (0.63%) Hybrid Cloud
12 1 (0.31%) Wiki
Processes & Methodologies
1 156 (49.06%) Analytics
2 154 (48.43%) Data Modelling
3 150 (47.17%) Business Intelligence
4 149 (46.86%) ETL
5 142 (44.65%) Data Engineering
6 138 (43.40%) CI/CD
7 131 (41.19%) Data Pipeline
8 111 (34.91%) DevOps
9 77 (24.21%) AI
10 69 (21.70%) Data Governance
11 64 (20.13%) Decision-Making
11 64 (20.13%) Problem-Solving
12 63 (19.81%) Agile
13 61 (19.18%) Machine Learning
14 56 (17.61%) Data Architecture
15 50 (15.72%) Data Integration
16 46 (14.47%) Infrastructure as Code
17 41 (12.89%) Mentoring
18 38 (11.95%) Data Science
18 38 (11.95%) Technical Leadership
Programming Languages
1 243 (76.42%) SQL
2 155 (48.74%) Python
3 35 (11.01%) PowerShell
4 29 (9.12%) C#
5 26 (8.18%) JavaScript
6 22 (6.92%) Scala
7 19 (5.97%) TypeScript
8 17 (5.35%) Data Analysis Expressions
9 14 (4.40%) T-SQL
10 10 (3.14%) Java
11 9 (2.83%) Bicep
11 9 (2.83%) R
12 3 (0.94%) VBA
13 2 (0.63%) Kusto Query Language
13 2 (0.63%) PHP
14 1 (0.31%) C++
Qualifications
1 37 (11.64%) Degree
2 22 (6.92%) Security Cleared
3 21 (6.60%) Azure Certification
4 19 (5.97%) Computer Science Degree
5 17 (5.35%) SC Cleared
6 10 (3.14%) Microsoft Certification
7 4 (1.26%) IIBA
7 4 (1.26%) ITIL Certification
7 4 (1.26%) PMI Certification
7 4 (1.26%) PMP
8 2 (0.63%) Master's Degree
8 2 (0.63%) SnowPro
Quality Assurance & Compliance
1 94 (29.56%) Data Quality
2 23 (7.23%) GDPR
3 8 (2.52%) QA
4 5 (1.57%) Accessibility
4 5 (1.57%) Solvency II
5 4 (1.26%) ISO/IEC 27001
6 2 (0.63%) GRC
6 2 (0.63%) IFRS
6 2 (0.63%) IFRS 17
6 2 (0.63%) SLA
7 1 (0.31%) COBIT
7 1 (0.31%) ISO 22301
System Software
1 14 (4.40%) Docker
2 4 (1.26%) Active Directory
3 1 (0.31%) Virtual Machines
Systems Management
1 40 (12.58%) Terraform
2 18 (5.66%) Kubernetes
3 1 (0.31%) SQL Sentry
Vendors
1 140 (44.03%) Databricks
2 127 (39.94%) Microsoft
3 19 (5.97%) Adobe
4 15 (4.72%) OpenAI
5 8 (2.52%) Automation Anywhere
5 8 (2.52%) UiPath
6 7 (2.20%) Salesforce
6 7 (2.20%) SAP
7 6 (1.89%) Alteryx
7 6 (1.89%) Google
8 5 (1.57%) Foundry
9 4 (1.26%) Anaplan
10 2 (0.63%) Informatica
10 2 (0.63%) Talend
10 2 (0.63%) Trapeze
11 1 (0.31%) Bloomberg
11 1 (0.31%) Cognizant
11 1 (0.31%) Infor
11 1 (0.31%) Oracle
11 1 (0.31%) Teradata