Azure Data Factory Job Trends

Microsoft Azure Data Factory
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Azure Data Factory skills. It covers permanent job vacancies from the 6 months leading up to 19 June 2026, with comparisons to the same periods in the previous two years.

6 months to
19 Jun 2026
Same period 2025 Same period 2024
Rank 430 343 455
Rank change year-on-year -87 +112 -86
Permanent jobs citing Azure Data Factory 347 373 531
As % of all permanent jobs in the UK 0.37% 0.83% 0.49%
As % of the Cloud Services category 1.37% 2.49% 1.48%
Number of salaries quoted 265 286 459
10th Percentile £47,500 £44,000 £41,250
25th Percentile £58,750 £52,500 £49,063
Median annual salary (50th Percentile) £80,000 £65,625 £62,500
Median % change year-on-year +21.90% +5.00% -4.58%
75th Percentile £91,250 £81,250 £80,000
90th Percentile £107,500 £90,375 £100,000
UK excluding London median annual salary £62,500 £62,500 £52,500
% change year-on-year - +19.05% -8.23%

All Cloud Computing Skills
UK

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.

Permanent vacancies with a requirement for cloud computing skills 25,343 15,000 35,938
As % of all permanent jobs advertised in the UK 26.99% 33.44% 32.99%
Number of salaries quoted 16,408 10,346 27,551
10th Percentile £31,250 £30,750 £30,500
25th Percentile £43,750 £41,252 £41,250
Median annual salary (50th Percentile) £62,500 £60,000 £57,500
Median % change year-on-year +4.17% +4.35% -9.75%
75th Percentile £84,750 £82,188 £77,500
90th Percentile £100,000 £102,500 £95,000
UK excluding London median annual salary £55,000 £52,500 £51,000
% change year-on-year +4.76% +2.94% -7.27%

Azure Data Factory
Job Vacancy Trend

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

Azure Data Factory job vacancy trend in the UK

Azure Data Factory
Salary Trend

Salary distribution trend for jobs in the UK citing Azure Data Factory.

Salary distribution trend for jobs in the UK citing Azure Data Factory

Azure Data Factory
Salary Histogram

Salary distribution for jobs citing Azure Data Factory over the 6 months to 19 June 2026.

Salary histogram for Azure Data Factory in the UK

Azure Data Factory
Top 16 Job Locations

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 UK over the 6 months to 19 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
England -92 321 £80,000 +18.52% 64
UK excluding London -67 175 £62,500 - 55
London -58 142 £85,000 +9.68% 33
Work from Home +25 134 £82,500 +34.69% 41
North of England -11 56 £80,000 +33.33% 14
Midlands -19 40 £57,500 -6.12% 10
Yorkshire -19 39 £80,000 +33.33% 2
East of England -4 34 £90,000 +69.01% 3
West Midlands -12 34 £57,500 - 8
South East -67 19 £50,000 -23.08% 19
South West -51 16 £57,500 -25.81% 3
North West -1 15 £62,500 - 11
Scotland +14 9 £57,418 +64.05% 3
East Midlands -26 6 £57,500 -11.54% 2
Wales -44 3 £53,171 -3.33% 3
North East -44 2 - - 1

Azure Data Factory
Co-Occurring Skills & Capabilities 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 (10.37%) SharePoint
2 24 (6.92%) Apache Spark
3 12 (3.46%) Apache Airflow
4 11 (3.17%) Apache
5 7 (2.02%) Appian
6 4 (1.15%) Microsoft Exchange
7 3 (0.86%) Jupyter
8 2 (0.58%) Luigi
Applications
1 6 (1.73%) Microsoft Excel
2 2 (0.58%) Chatbot
2 2 (0.58%) Spreadsheet
3 1 (0.29%) Trello
Business Applications
1 5 (1.44%) Dynamics CRM
2 2 (0.58%) Unit4 Business World
3 1 (0.29%) FIS Private Capital Suite
3 1 (0.29%) Infor M3
3 1 (0.29%) Markit EDM
Cloud Services
1 347 (100.00%) Azure
2 149 (42.94%) Power Platform
3 105 (30.26%) Azure Synapse Analytics
4 69 (19.88%) Azure DevOps
5 47 (13.54%) Azure Logic Apps
6 39 (11.24%) Power Automate
7 34 (9.80%) PowerApps
8 32 (9.22%) Microsoft 365
9 28 (8.07%) Microsoft Purview
10 22 (6.34%) Serverless
11 21 (6.05%) Azure Functions
12 19 (5.48%) Adobe Creative Cloud
12 19 (5.48%) AWS
12 19 (5.48%) OneDrive
13 18 (5.19%) Snowflake
14 17 (4.90%) Azure Monitor
14 17 (4.90%) dbt
14 17 (4.90%) GCP
15 16 (4.61%) GitHub
16 15 (4.32%) Microsoft Copilot
Communications & Networking
1 1 (0.29%) DNS
Database & Business Intelligence
1 142 (40.92%) Power BI
2 93 (26.80%) Data Warehouse
3 92 (26.51%) Data Lake
4 89 (25.65%) Azure SQL Database
5 51 (14.70%) SQL Server
6 35 (10.09%) SQL Server Integration Services
7 33 (9.51%) Delta Lake
7 33 (9.51%) Spark SQL
8 26 (7.49%) Metadata
9 19 (5.48%) Relational Database
9 19 (5.48%) Tableau
10 16 (4.61%) Star Schema
11 14 (4.03%) Azure SQL Data Warehouse
11 14 (4.03%) Big Data
12 12 (3.46%) Power Query
13 11 (3.17%) BigQuery
14 9 (2.59%) SQL Server Reporting Services
15 8 (2.31%) Data Vault
15 8 (2.31%) Semantic Layer
16 7 (2.02%) Pinecone
Development Applications
1 33 (9.51%) Git
2 9 (2.59%) MLflow
3 5 (1.44%) Visual Studio
4 4 (1.15%) Jenkins
5 3 (0.86%) JIRA
5 3 (0.86%) SQL Server Management Studio (SSMS)
5 3 (0.86%) Visual Studio Code
6 2 (0.58%) ERwin
6 2 (0.58%) VSS/SourceSafe
7 1 (0.29%) Bitbucket
7 1 (0.29%) GitLab
7 1 (0.29%) Oracle Forms
General
1 120 (34.58%) Finance
2 117 (33.72%) Social Skills
3 53 (15.27%) Analytical Skills
4 10 (2.88%) Influencing Skills
5 9 (2.59%) Documentation Skills
5 9 (2.59%) Public Sector
5 9 (2.59%) Retail
6 7 (2.02%) Legal
7 6 (1.73%) Law
8 4 (1.15%) Automotive
8 4 (1.15%) Manufacturing
8 4 (1.15%) Organisational Skills
9 3 (0.86%) Advertising
9 3 (0.86%) Banking
9 3 (0.86%) Marketing
9 3 (0.86%) Telecoms
10 2 (0.58%) Financial Institution
10 2 (0.58%) Local Government
11 1 (0.29%) Billing
11 1 (0.29%) Presentation Skills
Job Titles
1 170 (48.99%) Data Engineer
2 78 (22.48%) Senior
3 68 (19.60%) Lead
4 49 (14.12%) Azure Engineer
5 44 (12.68%) Senior Data Engineer
6 41 (11.82%) Developer
7 39 (11.24%) Platform Engineer
8 38 (10.95%) Lead Data Engineer
9 34 (9.80%) Architect
10 32 (9.22%) Azure Data Engineer
11 29 (8.36%) Data Architect
12 18 (5.19%) Senior Developer
13 15 (4.32%) Business Intelligence Developer
13 15 (4.32%) Consultant
14 13 (3.75%) Azure Platform Engineer
14 13 (3.75%) Cloud Platform Engineer
15 11 (3.17%) Microsoft Engineer
16 10 (2.88%) Automation Engineer
17 9 (2.59%) Data Manager
18 8 (2.31%) Business Developer
Libraries, Frameworks & Software Standards
1 73 (21.04%) PySpark
2 27 (7.78%) .NET
2 27 (7.78%) REST
3 24 (6.92%) JSON
4 22 (6.34%) .NET Core
4 22 (6.34%) CSS
4 22 (6.34%) HTML
5 19 (5.48%) HTML5 Canvas
5 19 (5.48%) Microsoft Graph
5 19 (5.48%) SPFx
6 13 (3.75%) ARM Templates
7 11 (3.17%) Kafka
7 11 (3.17%) RESTful
8 8 (2.31%) FastAPI
8 8 (2.31%) NumPy
8 8 (2.31%) OAuth
8 8 (2.31%) Pandas
8 8 (2.31%) PyTorch
8 8 (2.31%) scikit-learn
8 8 (2.31%) TensorFlow
Miscellaneous
1 30 (8.65%) Cloud Native
2 16 (4.61%) Product Ownership
3 14 (4.03%) Legacy Systems
4 10 (2.88%) Low-Code
5 9 (2.59%) Analytical Mindset
5 9 (2.59%) Greenfield Project
6 7 (2.02%) Distributed Computing
6 7 (2.02%) Management Information System
7 6 (1.73%) AI Agents
7 6 (1.73%) Data Structures
7 6 (1.73%) Replication
8 5 (1.44%) Enterprise Cloud
9 4 (1.15%) Distributed Systems
9 4 (1.15%) Onboarding
9 4 (1.15%) Reinsurance
10 3 (0.86%) Algorithms
10 3 (0.86%) Data Protection Act
10 3 (0.86%) Wiki
11 2 (0.58%) Enterprise Software
11 2 (0.58%) Hybrid Cloud
Operating Systems
1 1 (0.29%) Windows
Processes & Methodologies
1 179 (51.59%) Analytics
2 175 (50.43%) Data Modelling
3 164 (47.26%) Data Engineering
4 162 (46.69%) Business Intelligence
5 157 (45.24%) CI/CD
6 152 (43.80%) ETL
7 147 (42.36%) Data Pipeline
8 124 (35.73%) DevOps
9 91 (26.22%) AI
10 83 (23.92%) Data Governance
11 79 (22.77%) Decision-Making
12 72 (20.75%) Agile
13 69 (19.88%) Problem-Solving
14 68 (19.60%) Machine Learning
15 67 (19.31%) Data Architecture
16 60 (17.29%) Data Integration
17 50 (14.41%) Infrastructure as Code
18 45 (12.97%) Data Science
18 45 (12.97%) Technical Leadership
19 43 (12.39%) Mentoring
Programming Languages
1 263 (75.79%) SQL
2 175 (50.43%) Python
3 39 (11.24%) PowerShell
4 28 (8.07%) C#
5 25 (7.20%) JavaScript
6 22 (6.34%) Scala
7 19 (5.48%) TypeScript
8 16 (4.61%) Data Analysis Expressions
9 14 (4.03%) T-SQL
10 11 (3.17%) Bicep
11 9 (2.59%) Java
11 9 (2.59%) R
12 2 (0.58%) Kusto Query Language
12 2 (0.58%) PHP
12 2 (0.58%) VBA
13 1 (0.29%) C++
Qualifications
1 40 (11.53%) Degree
2 27 (7.78%) Azure Certification
3 25 (7.20%) Security Cleared
4 20 (5.76%) Computer Science Degree
5 19 (5.48%) SC Cleared
6 12 (3.46%) Microsoft Certification
7 4 (1.15%) IIBA
7 4 (1.15%) ITIL Certification
7 4 (1.15%) PMI Certification
7 4 (1.15%) PMP
7 4 (1.15%) SnowPro
8 3 (0.86%) TOGAF Certification
9 2 (0.58%) Master's Degree
10 1 (0.29%) CISM
10 1 (0.29%) CISSP
Quality Assurance & Compliance
1 112 (32.28%) Data Quality
2 29 (8.36%) GDPR
3 9 (2.59%) QA
4 6 (1.73%) Accessibility
5 5 (1.44%) Solvency II
6 4 (1.15%) ISO/IEC 27001
7 2 (0.58%) GRC
7 2 (0.58%) IFRS
7 2 (0.58%) IFRS 17
7 2 (0.58%) SLA
8 1 (0.29%) COBIT
8 1 (0.29%) ISO 22301
System Software
1 14 (4.03%) Docker
2 5 (1.44%) Active Directory
3 1 (0.29%) Virtual Machines
Systems Management
1 44 (12.68%) Terraform
2 17 (4.90%) Kubernetes
3 1 (0.29%) SQL Sentry
Vendors
1 159 (45.82%) Databricks
2 142 (40.92%) Microsoft
3 19 (5.48%) Adobe
4 16 (4.61%) OpenAI
5 8 (2.31%) SAP
6 7 (2.02%) Automation Anywhere
6 7 (2.02%) Salesforce
6 7 (2.02%) UiPath
7 6 (1.73%) Alteryx
7 6 (1.73%) Foundry
7 6 (1.73%) Google
8 4 (1.15%) Anaplan
9 3 (0.86%) Informatica
10 2 (0.58%) Ab Initio
10 2 (0.58%) Oracle
10 2 (0.58%) Talend
10 2 (0.58%) Trapeze
11 1 (0.29%) Cognizant
11 1 (0.29%) IBM
11 1 (0.29%) Teradata