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

6 months to
24 Jun 2026
Same period 2025 Same period 2024
Rank 437 336 457
Rank change year-on-year -101 +121 -82
Permanent jobs citing Azure Data Factory 345 372 522
As % of all permanent jobs in the UK 0.36% 0.82% 0.48%
As % of the Cloud Services category 1.34% 2.47% 1.46%
Number of salaries quoted 266 285 446
10th Percentile £47,500 £44,000 £41,250
25th Percentile £60,000 £52,500 £48,188
Median annual salary (50th Percentile) £80,000 £65,000 £63,750
Median % change year-on-year +23.08% +1.96% -2.67%
75th Percentile £92,188 £82,500 £81,875
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% -7.78%

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 25,738 15,070 35,639
As % of all permanent jobs advertised in the UK 27.07% 33.32% 33.04%
Number of salaries quoted 16,750 10,432 27,338
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% -8.95%
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 £51,500
% change year-on-year +4.76% +1.94% -6.36%

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 24 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 24 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 -81 324 £80,000 +18.52% 63
UK excluding London -55 169 £62,500 +4.17% 55
London -43 146 £85,000 +7.94% 30
Work from Home +24 132 £82,500 +34.69% 36
North of England -13 58 £80,000 +33.33% 11
Yorkshire -19 40 £80,000 +33.33% 3
Midlands -21 40 £57,500 -11.54% 10
West Midlands -10 34 £57,500 - 8
East of England -6 33 £90,000 +69.01% 4
South East -65 19 £50,000 -23.08% 21
North West -3 16 £62,500 +13.64% 7
South West -60 15 £56,250 -27.42% 4
East Midlands -28 6 £57,500 -11.54% 2
Scotland +7 4 £43,335 +23.81% 3
Wales -45 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 37 (10.72%) SharePoint
2 25 (7.25%) Apache Spark
3 12 (3.48%) Apache Airflow
4 10 (2.90%) Apache
5 6 (1.74%) Appian
6 4 (1.16%) Microsoft Exchange
7 3 (0.87%) Jupyter
8 2 (0.58%) Luigi
Applications
1 6 (1.74%) Microsoft Excel
2 2 (0.58%) Chatbot
2 2 (0.58%) Spreadsheet
3 1 (0.29%) Trello
Business Applications
1 5 (1.45%) 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
1 345 (100.00%) Azure
2 150 (43.48%) Power Platform
3 107 (31.01%) Azure Synapse Analytics
4 68 (19.71%) Azure DevOps
5 46 (13.33%) Azure Logic Apps
6 37 (10.72%) Power Automate
7 33 (9.57%) Microsoft 365
7 33 (9.57%) PowerApps
8 31 (8.99%) Microsoft Purview
9 23 (6.67%) Serverless
10 22 (6.38%) Azure Functions
11 20 (5.80%) AWS
12 19 (5.51%) Adobe Creative Cloud
12 19 (5.51%) OneDrive
13 18 (5.22%) GCP
14 17 (4.93%) Snowflake
15 16 (4.64%) Azure Monitor
15 16 (4.64%) GitHub
16 15 (4.35%) Dynamics 365
16 15 (4.35%) Microsoft Copilot
Communications & Networking
1 1 (0.29%) DNS
Database & Business Intelligence
1 143 (41.45%) Power BI
2 94 (27.25%) Data Warehouse
3 92 (26.67%) Data Lake
4 89 (25.80%) Azure SQL Database
5 50 (14.49%) SQL Server
6 36 (10.43%) Delta Lake
7 35 (10.14%) SQL Server Integration Services
8 34 (9.86%) Spark SQL
9 28 (8.12%) Metadata
10 20 (5.80%) Tableau
11 19 (5.51%) Relational Database
12 17 (4.93%) Star Schema
13 15 (4.35%) Big Data
14 14 (4.06%) Azure SQL Data Warehouse
15 13 (3.77%) Power Query
16 12 (3.48%) BigQuery
17 10 (2.90%) Data Vault
18 9 (2.61%) Semantic Layer
19 8 (2.32%) Amazon Redshift
19 8 (2.32%) SQL Server Reporting Services
Development Applications
1 33 (9.57%) Git
2 8 (2.32%) MLflow
3 5 (1.45%) Jenkins
3 5 (1.45%) Visual Studio
4 3 (0.87%) JIRA
4 3 (0.87%) SQL Server Management Studio (SSMS)
4 3 (0.87%) 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 (33.33%) Social Skills
2 114 (33.04%) Finance
3 54 (15.65%) Analytical Skills
4 11 (3.19%) Retail
5 10 (2.90%) Influencing Skills
6 9 (2.61%) Documentation Skills
6 9 (2.61%) Public Sector
7 7 (2.03%) Law
7 7 (2.03%) Legal
8 4 (1.16%) Manufacturing
8 4 (1.16%) Organisational Skills
9 3 (0.87%) Advertising
9 3 (0.87%) Automotive
9 3 (0.87%) Banking
9 3 (0.87%) Marketing
9 3 (0.87%) Telecoms
10 2 (0.58%) Financial Institution
10 2 (0.58%) Local Government
11 1 (0.29%) Billing
11 1 (0.29%) Games
Job Titles
1 168 (48.70%) Data Engineer
2 79 (22.90%) Senior
3 66 (19.13%) Lead
4 50 (14.49%) Azure Engineer
5 44 (12.75%) Senior Data Engineer
6 41 (11.88%) Developer
7 38 (11.01%) Platform Engineer
8 37 (10.72%) Architect
9 35 (10.14%) Lead Data Engineer
10 34 (9.86%) Azure Data Engineer
11 32 (9.28%) Data Architect
12 18 (5.22%) Senior Developer
13 15 (4.35%) Business Intelligence Developer
13 15 (4.35%) Consultant
14 13 (3.77%) Azure Platform Engineer
14 13 (3.77%) Cloud Platform Engineer
15 12 (3.48%) Microsoft Engineer
16 9 (2.61%) Automation Engineer
16 9 (2.61%) Data Manager
17 8 (2.32%) Analyst
Libraries, Frameworks & Software Standards
1 74 (21.45%) PySpark
2 26 (7.54%) .NET
2 26 (7.54%) REST
3 24 (6.96%) JSON
4 22 (6.38%) .NET Core
4 22 (6.38%) CSS
4 22 (6.38%) HTML
5 19 (5.51%) HTML5 Canvas
5 19 (5.51%) Microsoft Graph
5 19 (5.51%) SPFx
6 13 (3.77%) ARM Templates
7 12 (3.48%) Kafka
8 9 (2.61%) RESTful
9 7 (2.03%) FastAPI
9 7 (2.03%) NumPy
9 7 (2.03%) Pandas
9 7 (2.03%) PyTorch
9 7 (2.03%) scikit-learn
9 7 (2.03%) TensorFlow
10 6 (1.74%) JWT
Miscellaneous
1 29 (8.41%) Cloud Native
2 16 (4.64%) Product Ownership
3 13 (3.77%) Legacy Systems
4 10 (2.90%) Analytical Mindset
5 9 (2.61%) Greenfield Project
5 9 (2.61%) Low-Code
6 7 (2.03%) Distributed Computing
6 7 (2.03%) Management Information System
7 6 (1.74%) AI Agents
7 6 (1.74%) Data Structures
7 6 (1.74%) Replication
8 5 (1.45%) Enterprise Cloud
9 4 (1.16%) Onboarding
9 4 (1.16%) Reinsurance
10 3 (0.87%) Algorithms
10 3 (0.87%) Data Protection Act
10 3 (0.87%) Distributed Systems
10 3 (0.87%) Hybrid Cloud
10 3 (0.87%) Wiki
11 2 (0.58%) Clustering
Processes & Methodologies
1 179 (51.88%) Analytics
2 172 (49.86%) Data Modelling
3 165 (47.83%) Business Intelligence
4 161 (46.67%) Data Engineering
5 154 (44.64%) CI/CD
6 152 (44.06%) ETL
7 146 (42.32%) Data Pipeline
8 123 (35.65%) DevOps
9 95 (27.54%) AI
10 85 (24.64%) Data Governance
11 79 (22.90%) Decision-Making
12 72 (20.87%) Agile
13 71 (20.58%) Machine Learning
14 68 (19.71%) Problem-Solving
15 66 (19.13%) Data Architecture
16 58 (16.81%) Data Integration
17 51 (14.78%) Infrastructure as Code
18 48 (13.91%) Technical Leadership
19 47 (13.62%) Data Science
20 45 (13.04%) Mentoring
Programming Languages
1 263 (76.23%) SQL
2 175 (50.72%) Python
3 38 (11.01%) PowerShell
4 27 (7.83%) C#
5 25 (7.25%) JavaScript
5 25 (7.25%) Scala
6 19 (5.51%) TypeScript
7 18 (5.22%) Data Analysis Expressions
8 13 (3.77%) T-SQL
9 12 (3.48%) Bicep
10 9 (2.61%) Java
10 9 (2.61%) R
11 2 (0.58%) Kusto Query Language
11 2 (0.58%) PHP
11 2 (0.58%) VBA
12 1 (0.29%) C++
12 1 (0.29%) Go
Qualifications
1 40 (11.59%) Degree
2 30 (8.70%) Azure Certification
3 27 (7.83%) Security Cleared
4 20 (5.80%) Computer Science Degree
4 20 (5.80%) SC Cleared
5 14 (4.06%) Microsoft Certification
6 6 (1.74%) SnowPro
7 4 (1.16%) IIBA
7 4 (1.16%) ITIL Certification
7 4 (1.16%) PMI Certification
7 4 (1.16%) PMP
8 3 (0.87%) TOGAF Certification
9 2 (0.58%) Master's Degree
10 1 (0.29%) CISM
10 1 (0.29%) CISSP
10 1 (0.29%) DBS Check
10 1 (0.29%) DV Cleared
Quality Assurance & Compliance
1 110 (31.88%) Data Quality
2 28 (8.12%) GDPR
3 10 (2.90%) QA
4 5 (1.45%) Accessibility
4 5 (1.45%) Solvency II
5 4 (1.16%) 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 (3.77%) Docker
2 4 (1.16%) Active Directory
3 1 (0.29%) Virtual Machines
Systems Management
1 45 (13.04%) Terraform
2 16 (4.64%) Kubernetes
3 1 (0.29%) Ansible
3 1 (0.29%) SQL Sentry
Vendors
1 160 (46.38%) Databricks
2 143 (41.45%) Microsoft
3 19 (5.51%) Adobe
4 16 (4.64%) OpenAI
5 8 (2.32%) Salesforce
5 8 (2.32%) SAP
6 7 (2.03%) Foundry
7 6 (1.74%) Alteryx
7 6 (1.74%) Automation Anywhere
7 6 (1.74%) Google
7 6 (1.74%) UiPath
8 4 (1.16%) Anaplan
8 4 (1.16%) Informatica
9 3 (0.87%) Talend
10 2 (0.58%) Oracle
10 2 (0.58%) Trapeze
11 1 (0.29%) Bloomberg
11 1 (0.29%) Infor
11 1 (0.29%) ServiceNow
11 1 (0.29%) SolarWinds