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 22 June 2026, with comparisons to the same periods in the previous two years.

6 months to
22 Jun 2026
Same period 2025 Same period 2024
Rank 401 334 440
Rank change year-on-year -67 +106 -60
Permanent jobs citing Azure Data Factory 321 349 491
As % of all permanent jobs in England 0.38% 0.87% 0.51%
As % of the Cloud Services category 1.40% 2.56% 1.57%
Number of salaries quoted 249 272 425
10th Percentile £49,210 £44,000 £41,250
25th Percentile £60,000 £53,250 £48,000
Median annual salary (50th Percentile) £80,000 £67,500 £62,500
Median % change year-on-year +18.52% +8.00% -7.06%
75th Percentile £95,000 £83,125 £82,500
90th Percentile £108,500 £90,750 £100,000
UK median annual salary £80,000 £65,625 £62,500
% change year-on-year +21.90% +5.00% -4.21%

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 22,955 13,639 31,322
As % of all permanent jobs advertised in England 27.28% 34.09% 32.72%
Number of salaries quoted 15,284 9,697 24,916
10th Percentile £31,250 £30,500 £30,438
25th Percentile £45,000 £41,250 £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% -8.73%

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 22 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 22 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 -51 144 £85,000 +6.25% 29
North of England -11 56 £80,000 +33.33% 8
Yorkshire -7 39 £80,000 +33.33% 2
Midlands -29 39 £57,500 -11.54% 8
East of England -1 34 £90,000 +69.01% 3
West Midlands -17 33 £57,500 - 7
South East -67 19 £50,000 -23.08% 20
North West +2 15 £62,500 +13.64% 5
South West -60 15 £56,250 -27.42% 2
East Midlands -23 6 £57,500 -11.54% 1
North East -52 2 - - 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 36 (11.21%) SharePoint
2 23 (7.17%) Apache Spark
3 12 (3.74%) Apache Airflow
4 10 (3.12%) Apache
5 6 (1.87%) Appian
6 4 (1.25%) Microsoft Exchange
7 3 (0.93%) Jupyter
8 2 (0.62%) Luigi
Applications
1 5 (1.56%) Microsoft Excel
2 2 (0.62%) Chatbot
2 2 (0.62%) Spreadsheet
3 1 (0.31%) Trello
Business Applications
1 4 (1.25%) Dynamics CRM
2 2 (0.62%) Unit4 Business World
3 1 (0.31%) Infor M3
Cloud Services
1 321 (100.00%) Azure
2 145 (45.17%) Power Platform
3 93 (28.97%) Azure Synapse Analytics
4 64 (19.94%) Azure DevOps
5 43 (13.40%) Azure Logic Apps
6 37 (11.53%) Power Automate
7 33 (10.28%) PowerApps
8 32 (9.97%) Microsoft 365
9 29 (9.03%) Microsoft Purview
10 23 (7.17%) Serverless
11 22 (6.85%) Azure Functions
12 19 (5.92%) Adobe Creative Cloud
12 19 (5.92%) OneDrive
13 17 (5.30%) AWS
14 16 (4.98%) Azure Monitor
15 15 (4.67%) GCP
15 15 (4.67%) Microsoft Copilot
15 15 (4.67%) Snowflake
16 14 (4.36%) dbt
16 14 (4.36%) Dynamics 365
Communications & Networking
1 1 (0.31%) DNS
Database & Business Intelligence
1 139 (43.30%) Power BI
2 92 (28.66%) Data Lake
3 90 (28.04%) Data Warehouse
4 80 (24.92%) Azure SQL Database
5 48 (14.95%) SQL Server
6 35 (10.90%) Delta Lake
7 33 (10.28%) Spark SQL
7 33 (10.28%) SQL Server Integration Services
8 27 (8.41%) Metadata
9 18 (5.61%) Relational Database
9 18 (5.61%) Tableau
10 16 (4.98%) Star Schema
11 14 (4.36%) Azure SQL Data Warehouse
12 13 (4.05%) Big Data
13 12 (3.74%) Power Query
14 11 (3.43%) BigQuery
15 9 (2.80%) Data Vault
15 9 (2.80%) SQL Server Reporting Services
16 8 (2.49%) Semantic Layer
17 7 (2.18%) Amazon Redshift
Development Applications
1 30 (9.35%) Git
2 8 (2.49%) MLflow
3 5 (1.56%) Visual Studio
4 4 (1.25%) Jenkins
5 3 (0.93%) SQL Server Management Studio (SSMS)
6 2 (0.62%) JIRA
6 2 (0.62%) Visual Studio Code
7 1 (0.31%) ERwin
7 1 (0.31%) VSS/SourceSafe
General
1 111 (34.58%) Social Skills
2 105 (32.71%) Finance
3 50 (15.58%) Analytical Skills
4 10 (3.12%) Influencing Skills
4 10 (3.12%) Retail
5 9 (2.80%) Documentation Skills
6 8 (2.49%) Public Sector
7 7 (2.18%) Legal
8 6 (1.87%) Law
9 4 (1.25%) Manufacturing
9 4 (1.25%) Organisational Skills
10 3 (0.93%) Advertising
10 3 (0.93%) Automotive
10 3 (0.93%) Banking
10 3 (0.93%) Telecoms
11 2 (0.62%) Financial Institution
11 2 (0.62%) Marketing
12 1 (0.31%) Billing
12 1 (0.31%) Local Government
12 1 (0.31%) Social Housing
Job Titles
1 152 (47.35%) Data Engineer
2 71 (22.12%) Senior
3 56 (17.45%) Lead
4 48 (14.95%) Azure Engineer
5 40 (12.46%) Developer
6 39 (12.15%) Senior Data Engineer
7 34 (10.59%) Architect
8 32 (9.97%) Azure Data Engineer
9 30 (9.35%) Data Architect
9 30 (9.35%) Platform Engineer
10 27 (8.41%) Lead Data Engineer
11 18 (5.61%) Senior Developer
12 15 (4.67%) Consultant
13 14 (4.36%) Business Intelligence Developer
14 13 (4.05%) Azure Platform Engineer
14 13 (4.05%) Cloud Platform Engineer
15 12 (3.74%) Microsoft Engineer
16 9 (2.80%) Automation Engineer
17 8 (2.49%) Data Manager
18 7 (2.18%) Senior Microsoft Developer
Libraries, Frameworks & Software Standards
1 71 (22.12%) PySpark
2 26 (8.10%) .NET
2 26 (8.10%) REST
3 23 (7.17%) JSON
4 22 (6.85%) .NET Core
5 21 (6.54%) CSS
5 21 (6.54%) HTML
6 19 (5.92%) HTML5 Canvas
6 19 (5.92%) Microsoft Graph
6 19 (5.92%) SPFx
7 13 (4.05%) ARM Templates
8 10 (3.12%) Kafka
9 9 (2.80%) RESTful
10 7 (2.18%) FastAPI
10 7 (2.18%) NumPy
10 7 (2.18%) Pandas
10 7 (2.18%) PyTorch
10 7 (2.18%) scikit-learn
10 7 (2.18%) TensorFlow
11 6 (1.87%) OpenAPI
Miscellaneous
1 26 (8.10%) Cloud Native
2 16 (4.98%) Product Ownership
3 12 (3.74%) Legacy Systems
4 9 (2.80%) Analytical Mindset
4 9 (2.80%) Greenfield Project
5 8 (2.49%) Low-Code
6 7 (2.18%) Distributed Computing
6 7 (2.18%) Management Information System
7 6 (1.87%) AI Agents
7 6 (1.87%) Replication
8 5 (1.56%) Enterprise Cloud
9 4 (1.25%) Onboarding
9 4 (1.25%) Reinsurance
10 3 (0.93%) Algorithms
10 3 (0.93%) Data Structures
10 3 (0.93%) Distributed Systems
11 2 (0.62%) Clustering
11 2 (0.62%) Data Protection Act
11 2 (0.62%) Hybrid Cloud
11 2 (0.62%) Wiki
Processes & Methodologies
1 163 (50.78%) Analytics
2 159 (49.53%) Business Intelligence
3 157 (48.91%) Data Modelling
4 145 (45.17%) Data Engineering
4 145 (45.17%) ETL
5 140 (43.61%) CI/CD
6 130 (40.50%) Data Pipeline
7 115 (35.83%) DevOps
8 91 (28.35%) AI
9 81 (25.23%) Data Governance
10 68 (21.18%) Decision-Making
10 68 (21.18%) Machine Learning
11 65 (20.25%) Agile
11 65 (20.25%) Problem-Solving
12 63 (19.63%) Data Architecture
13 56 (17.45%) Data Integration
14 50 (15.58%) Infrastructure as Code
15 45 (14.02%) Technical Leadership
16 44 (13.71%) Data Science
17 43 (13.40%) Mentoring
Programming Languages
1 243 (75.70%) SQL
2 154 (47.98%) Python
3 36 (11.21%) PowerShell
4 27 (8.41%) C#
5 25 (7.79%) JavaScript
6 22 (6.85%) Scala
7 19 (5.92%) TypeScript
8 17 (5.30%) Data Analysis Expressions
9 13 (4.05%) T-SQL
10 11 (3.43%) Bicep
11 8 (2.49%) Java
11 8 (2.49%) R
12 2 (0.62%) Kusto Query Language
12 2 (0.62%) PHP
12 2 (0.62%) VBA
13 1 (0.31%) C++
Qualifications
1 37 (11.53%) Degree
2 27 (8.41%) Azure Certification
3 24 (7.48%) Security Cleared
4 19 (5.92%) SC Cleared
5 18 (5.61%) Computer Science Degree
6 13 (4.05%) Microsoft Certification
7 5 (1.56%) SnowPro
8 4 (1.25%) IIBA
8 4 (1.25%) ITIL Certification
8 4 (1.25%) PMI Certification
8 4 (1.25%) PMP
9 3 (0.93%) TOGAF Certification
10 2 (0.62%) Master's Degree
Quality Assurance & Compliance
1 97 (30.22%) Data Quality
2 27 (8.41%) GDPR
3 8 (2.49%) QA
4 5 (1.56%) Accessibility
4 5 (1.56%) Solvency II
5 4 (1.25%) ISO/IEC 27001
6 2 (0.62%) GRC
6 2 (0.62%) IFRS
6 2 (0.62%) IFRS 17
6 2 (0.62%) SLA
7 1 (0.31%) COBIT
7 1 (0.31%) ISO 22301
System Software
1 13 (4.05%) Docker
2 4 (1.25%) Active Directory
3 1 (0.31%) Virtual Machines
Systems Management
1 43 (13.40%) Terraform
2 16 (4.98%) Kubernetes
3 1 (0.31%) SQL Sentry
Vendors
1 145 (45.17%) Databricks
2 136 (42.37%) Microsoft
3 19 (5.92%) Adobe
4 15 (4.67%) OpenAI
5 8 (2.49%) Salesforce
5 8 (2.49%) SAP
6 6 (1.87%) Alteryx
6 6 (1.87%) Automation Anywhere
6 6 (1.87%) Foundry
6 6 (1.87%) Google
6 6 (1.87%) UiPath
7 4 (1.25%) Anaplan
8 3 (0.93%) Informatica
9 2 (0.62%) Talend
9 2 (0.62%) Trapeze
10 1 (0.31%) Confluent
10 1 (0.31%) Infor
10 1 (0.31%) Nintex
10 1 (0.31%) Refinitiv
10 1 (0.31%) ServiceNow