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

6 months to
23 Jun 2026
Same period 2025 Same period 2024
Rank 429 352 457
Rank change year-on-year -77 +105 -81
Permanent jobs citing Azure Data Factory 342 373 523
As % of all permanent jobs in the UK 0.36% 0.83% 0.48%
As % of the Cloud Services category 1.33% 2.47% 1.46%
Number of salaries quoted 264 286 447
10th Percentile £47,500 £44,000 £41,250
25th Percentile £59,688 £52,500 £47,750
Median annual salary (50th Percentile) £80,000 £65,625 £62,500
Median % change year-on-year +21.90% +5.00% -4.58%
75th Percentile £91,563 £82,500 £81,250
90th Percentile £107,500 £90,750 £100,000
UK excluding London median annual salary £62,500 £60,000 £52,500
% change year-on-year +4.17% +14.29% -6.05%

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 25,657 15,076 35,807
As % of all permanent jobs advertised in the UK 27.09% 33.38% 32.91%
Number of salaries quoted 16,662 10,434 27,447
10th Percentile £31,250 £30,750 £30,500
25th Percentile £43,000 £41,250 £41,250
Median annual salary (50th Percentile) £62,500 £60,000 £57,500
Median % change year-on-year +4.17% +4.35% -8.73%
75th Percentile £83,750 £81,703 £77,500
90th Percentile £100,000 £102,500 £95,000
UK excluding London median annual salary £55,000 £52,500 £51,364
% change year-on-year +4.76% +2.21% -6.61%

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 23 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 23 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 -63 321 £80,000 +18.52% 60
UK excluding London -73 167 £62,500 +4.17% 52
London -55 145 £85,000 +6.25% 29
Work from Home +25 132 £82,500 +34.69% 34
North of England -9 56 £80,000 +33.33% 10
Midlands -36 40 £57,500 -11.54% 9
Yorkshire -9 39 £80,000 +33.33% 3
West Midlands -20 34 £57,500 - 7
East of England -4 33 £90,000 +69.01% 4
South East -67 19 £50,000 -23.08% 21
North West +7 15 £62,500 +13.64% 6
South West -54 15 £56,250 -27.42% 4
East Midlands -24 6 £57,500 -11.54% 2
Scotland +12 4 £43,335 +23.81% 3
Wales -42 3 £53,171 -3.33% 2
North East -53 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 37 (10.82%) SharePoint
2 24 (7.02%) Apache Spark
3 12 (3.51%) Apache Airflow
4 10 (2.92%) Apache
5 6 (1.75%) Appian
6 4 (1.17%) Microsoft Exchange
7 3 (0.88%) Jupyter
8 2 (0.58%) Luigi
Applications
1 6 (1.75%) Microsoft Excel
2 2 (0.58%) Chatbot
2 2 (0.58%) Spreadsheet
3 1 (0.29%) Trello
Business Applications
1 5 (1.46%) Dynamics CRM
2 2 (0.58%) Unit4 Business World
3 1 (0.29%) FIS Private Capital Suite
3 1 (0.29%) Infor M3
Cloud Services
1 342 (100.00%) Azure
2 148 (43.27%) Power Platform
3 105 (30.70%) Azure Synapse Analytics
4 68 (19.88%) Azure DevOps
5 46 (13.45%) Azure Logic Apps
6 37 (10.82%) Power Automate
7 33 (9.65%) Microsoft 365
7 33 (9.65%) PowerApps
8 31 (9.06%) Microsoft Purview
9 23 (6.73%) Serverless
10 22 (6.43%) Azure Functions
11 19 (5.56%) Adobe Creative Cloud
11 19 (5.56%) AWS
11 19 (5.56%) OneDrive
12 17 (4.97%) GCP
12 17 (4.97%) Snowflake
13 16 (4.68%) Azure Monitor
13 16 (4.68%) GitHub
14 15 (4.39%) Dynamics 365
14 15 (4.39%) Microsoft Copilot
Communications & Networking
1 1 (0.29%) DNS
Database & Business Intelligence
1 141 (41.23%) Power BI
2 92 (26.90%) Data Warehouse
3 91 (26.61%) Data Lake
4 90 (26.32%) Azure SQL Database
5 49 (14.33%) SQL Server
6 36 (10.53%) Delta Lake
7 35 (10.23%) SQL Server Integration Services
8 34 (9.94%) Spark SQL
9 28 (8.19%) Metadata
10 20 (5.85%) Tableau
11 19 (5.56%) Relational Database
12 16 (4.68%) Star Schema
13 15 (4.39%) Big Data
14 14 (4.09%) Azure SQL Data Warehouse
15 12 (3.51%) Power Query
16 11 (3.22%) BigQuery
17 10 (2.92%) Data Vault
18 8 (2.34%) Semantic Layer
18 8 (2.34%) SQL Server Reporting Services
19 7 (2.05%) NoSQL
Development Applications
1 33 (9.65%) Git
2 8 (2.34%) MLflow
3 5 (1.46%) Jenkins
3 5 (1.46%) Visual Studio
4 3 (0.88%) JIRA
4 3 (0.88%) SQL Server Management Studio (SSMS)
4 3 (0.88%) Visual Studio Code
5 2 (0.58%) ERwin
5 2 (0.58%) VSS/SourceSafe
6 1 (0.29%) Bitbucket
6 1 (0.29%) GitLab
6 1 (0.29%) Oracle Forms
General
1 115 (33.63%) Finance
2 114 (33.33%) Social Skills
3 52 (15.20%) Analytical Skills
4 10 (2.92%) Influencing Skills
4 10 (2.92%) Retail
5 9 (2.63%) Documentation Skills
5 9 (2.63%) Public Sector
6 7 (2.05%) Legal
7 6 (1.75%) Law
8 4 (1.17%) Manufacturing
8 4 (1.17%) Organisational Skills
9 3 (0.88%) Advertising
9 3 (0.88%) Automotive
9 3 (0.88%) Banking
9 3 (0.88%) Marketing
9 3 (0.88%) Telecoms
10 2 (0.58%) Financial Institution
10 2 (0.58%) Local Government
11 1 (0.29%) Billing
11 1 (0.29%) Social Housing
Job Titles
1 167 (48.83%) Data Engineer
2 77 (22.51%) Senior
3 65 (19.01%) Lead
4 50 (14.62%) Azure Engineer
5 44 (12.87%) Senior Data Engineer
6 41 (11.99%) Developer
7 38 (11.11%) Platform Engineer
8 37 (10.82%) Architect
9 35 (10.23%) Lead Data Engineer
10 34 (9.94%) Azure Data Engineer
11 32 (9.36%) Data Architect
12 18 (5.26%) Senior Developer
13 15 (4.39%) Business Intelligence Developer
13 15 (4.39%) Consultant
14 13 (3.80%) Azure Platform Engineer
14 13 (3.80%) Cloud Platform Engineer
15 12 (3.51%) Microsoft Engineer
16 9 (2.63%) Automation Engineer
16 9 (2.63%) Data Manager
17 8 (2.34%) Business Developer
Libraries, Frameworks & Software Standards
1 74 (21.64%) PySpark
2 27 (7.89%) .NET
3 26 (7.60%) REST
4 24 (7.02%) JSON
5 22 (6.43%) .NET Core
5 22 (6.43%) CSS
5 22 (6.43%) HTML
6 19 (5.56%) HTML5 Canvas
6 19 (5.56%) Microsoft Graph
6 19 (5.56%) SPFx
7 13 (3.80%) ARM Templates
8 12 (3.51%) Kafka
9 9 (2.63%) RESTful
10 7 (2.05%) FastAPI
10 7 (2.05%) NumPy
10 7 (2.05%) Pandas
10 7 (2.05%) PyTorch
10 7 (2.05%) scikit-learn
10 7 (2.05%) TensorFlow
11 6 (1.75%) JWT
Miscellaneous
1 29 (8.48%) Cloud Native
2 16 (4.68%) Product Ownership
3 13 (3.80%) Legacy Systems
4 9 (2.63%) Analytical Mindset
4 9 (2.63%) Greenfield Project
4 9 (2.63%) Low-Code
5 7 (2.05%) Distributed Computing
5 7 (2.05%) Management Information System
6 6 (1.75%) AI Agents
6 6 (1.75%) Data Structures
6 6 (1.75%) Replication
7 5 (1.46%) Enterprise Cloud
8 4 (1.17%) Onboarding
8 4 (1.17%) Reinsurance
9 3 (0.88%) Algorithms
9 3 (0.88%) Data Protection Act
9 3 (0.88%) Distributed Systems
9 3 (0.88%) Hybrid Cloud
9 3 (0.88%) Wiki
10 2 (0.58%) Clustering
Processes & Methodologies
1 177 (51.75%) Analytics
2 170 (49.71%) Data Modelling
3 163 (47.66%) Business Intelligence
4 158 (46.20%) Data Engineering
5 154 (45.03%) CI/CD
6 150 (43.86%) ETL
7 143 (41.81%) Data Pipeline
8 123 (35.96%) DevOps
9 94 (27.49%) AI
10 84 (24.56%) Data Governance
11 78 (22.81%) Decision-Making
12 71 (20.76%) Agile
13 70 (20.47%) Machine Learning
14 67 (19.59%) Problem-Solving
15 66 (19.30%) Data Architecture
16 58 (16.96%) Data Integration
17 51 (14.91%) Infrastructure as Code
18 47 (13.74%) Technical Leadership
19 46 (13.45%) Data Science
20 44 (12.87%) Mentoring
Programming Languages
1 260 (76.02%) SQL
2 172 (50.29%) Python
3 38 (11.11%) PowerShell
4 28 (8.19%) C#
5 26 (7.60%) JavaScript
6 24 (7.02%) Scala
7 19 (5.56%) TypeScript
8 17 (4.97%) Data Analysis Expressions
9 13 (3.80%) T-SQL
10 12 (3.51%) Bicep
11 9 (2.63%) R
12 8 (2.34%) Java
13 2 (0.58%) Kusto Query Language
13 2 (0.58%) PHP
13 2 (0.58%) VBA
14 1 (0.29%) C++
14 1 (0.29%) Go
Qualifications
1 40 (11.70%) Degree
2 30 (8.77%) Azure Certification
3 27 (7.89%) Security Cleared
4 20 (5.85%) Computer Science Degree
4 20 (5.85%) SC Cleared
5 14 (4.09%) Microsoft Certification
6 6 (1.75%) SnowPro
7 4 (1.17%) IIBA
7 4 (1.17%) ITIL Certification
7 4 (1.17%) PMI Certification
7 4 (1.17%) PMP
8 3 (0.88%) TOGAF Certification
9 2 (0.58%) Master's Degree
10 1 (0.29%) CISM
10 1 (0.29%) CISSP
10 1 (0.29%) DV Cleared
Quality Assurance & Compliance
1 108 (31.58%) Data Quality
2 28 (8.19%) GDPR
3 9 (2.63%) QA
4 5 (1.46%) Accessibility
4 5 (1.46%) Solvency II
5 4 (1.17%) ISO/IEC 27001
6 2 (0.58%) GRC
6 2 (0.58%) IFRS
6 2 (0.58%) IFRS 17
6 2 (0.58%) SLA
7 1 (0.29%) COBIT
7 1 (0.29%) ISO 22301
System Software
1 13 (3.80%) Docker
2 4 (1.17%) Active Directory
3 1 (0.29%) Virtual Machines
Systems Management
1 45 (13.16%) Terraform
2 17 (4.97%) Kubernetes
3 1 (0.29%) Ansible
3 1 (0.29%) SQL Sentry
Vendors
1 159 (46.49%) Databricks
2 142 (41.52%) Microsoft
3 19 (5.56%) Adobe
4 16 (4.68%) OpenAI
5 8 (2.34%) Salesforce
5 8 (2.34%) SAP
6 7 (2.05%) Foundry
7 6 (1.75%) Alteryx
7 6 (1.75%) Automation Anywhere
7 6 (1.75%) Google
7 6 (1.75%) UiPath
8 4 (1.17%) Anaplan
8 4 (1.17%) Informatica
9 3 (0.88%) Talend
10 2 (0.58%) Oracle
10 2 (0.58%) Trapeze
11 1 (0.29%) Bloomberg
11 1 (0.29%) Cognizant
11 1 (0.29%) Infor
11 1 (0.29%) SolarWinds