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 1 September 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Sep 2026
Same period 2025 Same period 2024
Rank 440 350 380
Rank change year-on-year -90 +30 -42
Permanent jobs citing Azure Data Factory 346 323 442
As % of all permanent jobs in England 0.36% 0.74% 0.62%
As % of the Cloud Services category 1.42% 2.25% 1.94%
Number of salaries quoted 262 252 367
10th Percentile £48,750 £44,000 £45,000
25th Percentile £57,500 £51,250 £52,500
Median annual salary (50th Percentile) £80,000 £65,000 £65,000
Median % change year-on-year +23.08% - -
75th Percentile £91,250 £85,000 £82,500
90th Percentile £107,500 £90,750 £100,000
UK median annual salary £78,500 £65,000 £65,000
% change year-on-year +20.77% - -

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 24,438 14,374 22,741
As % of all permanent jobs advertised in England 25.16% 32.84% 31.87%
Number of salaries quoted 16,922 10,087 15,885
10th Percentile £31,250 £29,750 £32,500
25th Percentile £45,000 £39,750 £45,000
Median annual salary (50th Percentile) £64,000 £60,000 £62,000
Median % change year-on-year +6.67% -3.23% -4.62%
75th Percentile £85,000 £80,000 £82,500
90th Percentile £100,000 £101,250 £102,500
UK median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - -4.00%

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 1 September 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 1 September 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 -52 165 £80,000 - 126
North of England -4 66 £74,000 +33.98% 22
Yorkshire -6 40 £81,250 +35.42% 9
South East -65 34 £60,000 +9.09% 50
Midlands -50 33 £60,000 -2.04% 17
West Midlands -29 27 £60,000 - 11
East of England -12 26 £90,000 +80.00% 5
North West -9 20 £55,000 - 12
South West -61 17 £85,000 +17.24% 7
East Midlands -21 6 - - 6
North East -59 6 £47,500 -9.52% 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 (10.12%) Apache Spark
2 26 (7.51%) SharePoint
3 17 (4.91%) Apache
4 10 (2.89%) Apache Airflow
5 2 (0.58%) Jupyter
5 2 (0.58%) Luigi
Applications
1 3 (0.87%) Chatbot
1 3 (0.87%) Microsoft Excel
2 1 (0.29%) Spreadsheet
2 1 (0.29%) Trello
Business Applications
1 6 (1.73%) Dynamics CRM
2 1 (0.29%) Infor M3
Cloud Services
1 346 (100.00%) Azure
2 162 (46.82%) Power Platform
3 118 (34.10%) Azure Synapse Analytics
4 72 (20.81%) Azure DevOps
5 57 (16.47%) Azure Databricks
6 46 (13.29%) Azure Logic Apps
7 45 (13.01%) Microsoft Purview
8 26 (7.51%) PowerApps
9 25 (7.23%) Power Automate
10 23 (6.65%) Azure Cosmos DB
10 23 (6.65%) Microsoft 365
10 23 (6.65%) Serverless
10 23 (6.65%) Snowflake
11 21 (6.07%) Azure Functions
12 19 (5.49%) Adobe Creative Cloud
12 19 (5.49%) OneDrive
13 14 (4.05%) AWS
13 14 (4.05%) GCP
14 13 (3.76%) Azure Machine Learning
15 12 (3.47%) Azure Monitor
Communications & Networking
1 1 (0.29%) Remote Desktop
Database & Business Intelligence
1 158 (45.66%) Power BI
2 109 (31.50%) Data Warehouse
3 92 (26.59%) Data Lake
4 75 (21.68%) Azure SQL Database
5 59 (17.05%) Metadata
6 47 (13.58%) SQL Server
7 45 (13.01%) Delta Lake
8 29 (8.38%) Spark SQL
9 25 (7.23%) Star Schema
10 24 (6.94%) SQL Server Integration Services
10 24 (6.94%) Tableau
11 20 (5.78%) Data Vault
12 17 (4.91%) PostgreSQL
12 17 (4.91%) Relational Database
13 16 (4.62%) Big Data
14 15 (4.34%) Semantic Layer
15 13 (3.76%) NoSQL
16 12 (3.47%) BigQuery
17 11 (3.18%) Power Query
18 9 (2.60%) Amazon Redshift
Development Applications
1 34 (9.83%) Git
2 7 (2.02%) MLflow
3 6 (1.73%) Jenkins
4 5 (1.45%) GitLab
5 3 (0.87%) Visual Studio
6 2 (0.58%) JIRA
6 2 (0.58%) Visual Studio Code
7 1 (0.29%) ERwin
7 1 (0.29%) kappa
7 1 (0.29%) SQL Server Management Studio (SSMS)
7 1 (0.29%) VSS/SourceSafe
General
1 120 (34.68%) Social Skills
2 89 (25.72%) Finance
3 55 (15.90%) Analytical Skills
4 18 (5.20%) Legal
5 13 (3.76%) Law
5 13 (3.76%) Retail
6 10 (2.89%) Influencing Skills
7 6 (1.73%) Marketing
8 5 (1.45%) Banking
8 5 (1.45%) Documentation Skills
8 5 (1.45%) Public Sector
9 4 (1.16%) Advertising
9 4 (1.16%) Manufacturing
9 4 (1.16%) Organisational Skills
10 3 (0.87%) Games
10 3 (0.87%) Investment Banking
10 3 (0.87%) Telecoms
11 2 (0.58%) Billing
11 2 (0.58%) Inclusion and Diversity
12 1 (0.29%) Tech for Good
Job Titles
1 161 (46.53%) Data Engineer
2 93 (26.88%) Senior
3 65 (18.79%) Lead
4 54 (15.61%) Azure Engineer
5 52 (15.03%) Architect
6 51 (14.74%) Senior Data Engineer
7 49 (14.16%) Data Architect
8 45 (13.01%) Developer
9 39 (11.27%) Azure Data Engineer
10 31 (8.96%) Lead Data Engineer
11 23 (6.65%) Databricks Engineer
12 22 (6.36%) Platform Engineer
13 19 (5.49%) Databricks Data Engineer
13 19 (5.49%) Senior Developer
14 16 (4.62%) Business Intelligence Developer
15 15 (4.34%) Consultant
16 10 (2.89%) Analyst
16 10 (2.89%) Machine Learning Engineer
16 10 (2.89%) Operations Engineer
17 9 (2.60%) Azure Platform Engineer
Libraries, Frameworks & Software Standards
1 75 (21.68%) PySpark
2 48 (13.87%) Terraform
3 25 (7.23%) JSON
3 25 (7.23%) REST
4 24 (6.94%) Kafka
5 22 (6.36%) .NET
6 20 (5.78%) .NET Core
6 20 (5.78%) CSS
6 20 (5.78%) HTML
7 19 (5.49%) HTML5 Canvas
7 19 (5.49%) Microsoft Graph
7 19 (5.49%) SPFx
8 11 (3.18%) ARM Templates
9 8 (2.31%) Keycloak
10 6 (1.73%) SOAP
11 4 (1.16%) XML
12 3 (0.87%) LangChain
13 2 (0.58%) FastAPI
13 2 (0.58%) Middleware
13 2 (0.58%) YAML
Miscellaneous
1 33 (9.54%) Cloud Native
2 27 (7.80%) Product Ownership
3 10 (2.89%) Legacy Systems
4 9 (2.60%) Analytical Mindset
4 9 (2.60%) Hybrid Cloud
5 8 (2.31%) Greenfield Project
6 7 (2.02%) Distributed Computing
6 7 (2.02%) Enterprise Software
7 5 (1.45%) Data Structures
8 4 (1.16%) AI Agents
8 4 (1.16%) Algorithms
8 4 (1.16%) Management Information System
8 4 (1.16%) Onboarding
8 4 (1.16%) Reinsurance
8 4 (1.16%) Replication
9 2 (0.58%) Clustering
9 2 (0.58%) Data Protection Act
9 2 (0.58%) Reference Data
9 2 (0.58%) Self-Motivation
9 2 (0.58%) Virtual Team
Operating Systems
1 6 (1.73%) Windows
2 1 (0.29%) Windows Server
Processes & Methodologies
1 194 (56.07%) Business Intelligence
2 189 (54.62%) Analytics
3 177 (51.16%) Data Modelling
4 164 (47.40%) ETL
5 163 (47.11%) CI/CD
6 160 (46.24%) Data Engineering
7 147 (42.49%) Data Pipeline
8 142 (41.04%) DevOps
9 101 (29.19%) Lakehouse
10 96 (27.75%) AI
11 91 (26.30%) Data Governance
12 89 (25.72%) Machine Learning
13 80 (23.12%) Data Architecture
14 76 (21.97%) Decision-Making
15 74 (21.39%) Problem-Solving
16 72 (20.81%) Data Science
17 69 (19.94%) Technical Leadership
18 63 (18.21%) Agile
19 61 (17.63%) Data Integration
20 55 (15.90%) Data Strategy
Programming Languages
1 266 (76.88%) SQL
2 188 (54.34%) Python
3 37 (10.69%) Scala
4 34 (9.83%) PowerShell
5 29 (8.38%) C#
6 27 (7.80%) Data Analysis Expressions
7 22 (6.36%) JavaScript
8 21 (6.07%) Bicep
9 19 (5.49%) TypeScript
10 13 (3.76%) T-SQL
11 8 (2.31%) Go
11 8 (2.31%) Java
12 5 (1.45%) R
13 2 (0.58%) Kusto Query Language
13 2 (0.58%) VBA
14 1 (0.29%) PHP
14 1 (0.29%) VBScript
Qualifications
1 48 (13.87%) Azure Certification
2 35 (10.12%) Degree
3 32 (9.25%) Security Cleared
4 27 (7.80%) SC Cleared
5 26 (7.51%) Microsoft Certification
6 16 (4.62%) Computer Science Degree
6 16 (4.62%) SnowPro
7 8 (2.31%) DV Cleared
8 7 (2.02%) TOGAF Certification
9 4 (1.16%) ITIL Certification
10 3 (0.87%) DBS Check
11 1 (0.29%) BPSS Clearance
11 1 (0.29%) ICAEW
11 1 (0.29%) ISTQB
11 1 (0.29%) Master's Degree
11 1 (0.29%) Microsoft Certified Professional
Quality Assurance & Compliance
1 123 (35.55%) Data Quality
2 34 (9.83%) GDPR
3 16 (4.62%) QA
4 5 (1.45%) California Consumer Privacy Act
4 5 (1.45%) Solvency II
5 3 (0.87%) Accessibility
6 2 (0.58%) IFRS
6 2 (0.58%) IFRS 17
6 2 (0.58%) ISO/IEC 27001
6 2 (0.58%) SLA
7 1 (0.29%) ISO 22301
System Software
1 9 (2.60%) Docker
Systems Management
1 10 (2.89%) Kubernetes
2 1 (0.29%) Microsoft Intune
2 1 (0.29%) SQL Sentry
Vendors
1 168 (48.55%) Microsoft
2 160 (46.24%) Databricks
3 19 (5.49%) Adobe
4 9 (2.60%) SAP
5 7 (2.02%) Foundry
5 7 (2.02%) Google
5 7 (2.02%) Informatica
5 7 (2.02%) OpenAI
5 7 (2.02%) Salesforce
6 6 (1.73%) Talend
7 1 (0.29%) Alteryx
7 1 (0.29%) Bloomberg
7 1 (0.29%) Cognizant
7 1 (0.29%) Confluent
7 1 (0.29%) Infor
7 1 (0.29%) Meraki
7 1 (0.29%) Oracle
7 1 (0.29%) ServiceNow
7 1 (0.29%) SolarWinds
7 1 (0.29%) Teradata