Azure Data Factory Job Trends in the North of England

Microsoft Azure Data Factory
England > North of England

The table below provides summary statistics and salary benchmarking for jobs advertised in the North of England requiring Azure Data Factory skills. It covers permanent job vacancies from the 6 months leading up to 2 July 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Jul 2026
Same period 2025 Same period 2024
Rank 283 267 282
Rank change year-on-year -16 +15 +19
Permanent jobs citing Azure Data Factory 62 32 107
As % of all permanent jobs in the North of England 0.30% 0.36% 0.56%
As % of the Cloud Services category 1.20% 1.29% 1.69%
Number of salaries quoted 51 29 88
10th Percentile £50,000 £50,300 £37,000
25th Percentile £55,625 £55,000 £41,250
Median annual salary (50th Percentile) £80,000 £60,000 £51,000
Median % change year-on-year +33.33% +17.65% +2.00%
75th Percentile £83,750 £67,500 £61,250
90th Percentile £95,000 £73,000 £70,188
England median annual salary £80,000 £67,500 £65,000
% change year-on-year +18.52% +3.85% -2.99%

All Cloud Computing Skills
North of 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 the North of England.

Permanent vacancies with a requirement for cloud computing skills 5,158 2,478 6,315
As % of all permanent jobs advertised in the North of England 25.11% 27.80% 32.89%
Number of salaries quoted 3,543 1,697 5,040
10th Percentile £30,000 £27,000 £29,000
25th Percentile £41,000 £36,250 £38,750
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - -
75th Percentile £77,500 £72,500 £69,500
90th Percentile £95,000 £87,500 £83,759
England median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% -11.54%

Azure Data Factory
Job Vacancy Trend in the North of England

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

Azure Data Factory job vacancy trend in the North of England

Azure Data Factory
Salary Trend in the North of England

Salary distribution trend for jobs in the North of England citing Azure Data Factory.

Salary distribution trend for jobs in the North of England citing Azure Data Factory

Azure Data Factory
Salary Histogram in the North of England

Salary distribution for jobs citing Azure Data Factory in the North of England over the 6 months to 2 July 2026.

Salary histogram for Azure Data Factory in the North of England

Azure Data Factory
Job Locations in the North of 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 North of England region over the 6 months to 2 July 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
Yorkshire -11 40 £80,000 +33.33% 7
North West +4 20 £60,000 +4.35% 8
North East -53 2 - - 2
Azure Data Factory
England

Azure Data Factory
Co-Occurring Skills & Capabilities in the North of 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 8 (12.90%) Apache Spark
2 6 (9.68%) Apache Airflow
3 3 (4.84%) Apache
3 3 (4.84%) SharePoint
Applications
1 2 (3.23%) Microsoft Excel
Business Applications
1 1 (1.61%) Dynamics CRM
Cloud Services
1 62 (100.00%) Azure
2 24 (38.71%) Power Platform
3 15 (24.19%) Azure DevOps
3 15 (24.19%) Azure Synapse Analytics
4 12 (19.35%) AWS
5 11 (17.74%) Azure Functions
5 11 (17.74%) Azure Monitor
5 11 (17.74%) GCP
5 11 (17.74%) Serverless
6 10 (16.13%) Azure Logic Apps
7 7 (11.29%) dbt
8 3 (4.84%) IaaS
8 3 (4.84%) PaaS
8 3 (4.84%) PowerApps
8 3 (4.84%) Snowflake
9 2 (3.23%) Azure AI
9 2 (3.23%) Azure Cosmos DB
9 2 (3.23%) Power Automate
9 2 (3.23%) SaaS
10 1 (1.61%) Azure Service Bus
Database & Business Intelligence
1 31 (50.00%) Data Warehouse
2 23 (37.10%) Power BI
3 16 (25.81%) Data Lake
4 15 (24.19%) Spark SQL
5 11 (17.74%) BigQuery
6 8 (12.90%) Amazon Redshift
6 8 (12.90%) Azure SQL Database
6 8 (12.90%) SQL Server Integration Services
7 7 (11.29%) SQL Server
7 7 (11.29%) Tableau
8 6 (9.68%) SQL Server Reporting Services
8 6 (9.68%) Star Schema
9 4 (6.45%) Metadata
9 4 (6.45%) OLAP
9 4 (6.45%) Semantic Layer
10 3 (4.84%) Amazon QuickSight
10 3 (4.84%) Azure SQL Data Warehouse
10 3 (4.84%) Data Vault
10 3 (4.84%) Power Query
10 3 (4.84%) PowerPivot
Development Applications
1 3 (4.84%) SQL Server Management Studio (SSMS)
2 1 (1.61%) Visual Studio
General
1 22 (35.48%) Social Skills
2 13 (20.97%) Analytical Skills
3 9 (14.52%) Finance
4 6 (9.68%) Retail
5 3 (4.84%) Games
5 3 (4.84%) Law
5 3 (4.84%) Telecoms
6 2 (3.23%) Advertising
6 2 (3.23%) Legal
6 2 (3.23%) Manufacturing
7 1 (1.61%) Billing
7 1 (1.61%) Financial Institution
7 1 (1.61%) Public Sector
Job Titles
1 37 (59.68%) Data Engineer
2 25 (40.32%) Lead
3 20 (32.26%) Lead Data Engineer
4 18 (29.03%) Azure Engineer
5 13 (20.97%) Platform Engineer
6 12 (19.35%) Senior
7 10 (16.13%) Developer
8 9 (14.52%) Azure Data Engineer
8 9 (14.52%) Azure Platform Engineer
8 9 (14.52%) Cloud Platform Engineer
8 9 (14.52%) Senior Data Engineer
9 7 (11.29%) Architect
9 7 (11.29%) Data Architect
10 6 (9.68%) Business Intelligence Developer
11 4 (6.45%) Power BI Developer
12 3 (4.84%) Consultant
12 3 (4.84%) Data Consultant
12 3 (4.84%) Principal Architect
12 3 (4.84%) Principal Consultant
12 3 (4.84%) Principal Data Architect
Libraries, Frameworks & Software Standards
1 18 (29.03%) PySpark
2 10 (16.13%) ARM Templates
2 10 (16.13%) REST
3 3 (4.84%) .NET
4 1 (1.61%) .NET Core
4 1 (1.61%) SOAP
Miscellaneous
1 6 (9.68%) Cloud Native
2 5 (8.06%) Analytical Mindset
3 3 (4.84%) Legacy Systems
4 2 (3.23%) Data Structures
4 2 (3.23%) Management Information System
5 1 (1.61%) Onboarding
Processes & Methodologies
1 33 (53.23%) Data Engineering
2 32 (51.61%) ETL
3 31 (50.00%) CI/CD
4 30 (48.39%) Data Modelling
5 28 (45.16%) Business Intelligence
5 28 (45.16%) Data Pipeline
6 26 (41.94%) Analytics
6 26 (41.94%) DevOps
7 22 (35.48%) Data Governance
8 18 (29.03%) Test Automation
9 16 (25.81%) Agile
9 16 (25.81%) Data Transformation
9 16 (25.81%) Problem-Solving
10 15 (24.19%) Cost Optimisation
10 15 (24.19%) Data Integration
10 15 (24.19%) Infrastructure as Code
11 14 (22.58%) Data Strategy
11 14 (22.58%) Mentoring
12 13 (20.97%) Platform Engineering
13 12 (19.35%) Technical Leadership
Programming Languages
1 50 (80.65%) SQL
2 33 (53.23%) Python
3 8 (12.90%) Java
4 5 (8.06%) Scala
5 4 (6.45%) Data Analysis Expressions
5 4 (6.45%) T-SQL
6 3 (4.84%) C#
6 3 (4.84%) R
7 2 (3.23%) PowerShell
8 1 (1.61%) Bicep
Qualifications
1 15 (24.19%) Degree
2 10 (16.13%) Computer Science Degree
3 5 (8.06%) Azure Certification
4 4 (6.45%) SC Cleared
4 4 (6.45%) Security Cleared
5 3 (4.84%) DBS Check
Quality Assurance & Compliance
1 22 (35.48%) Data Quality
2 9 (14.52%) GDPR
3 3 (4.84%) QA
Systems Management
1 14 (22.58%) Terraform
2 1 (1.61%) Kubernetes
Vendors
1 30 (48.39%) Databricks
2 10 (16.13%) Microsoft
3 5 (8.06%) SAP
4 3 (4.84%) Google
5 2 (3.23%) Salesforce
6 1 (1.61%) Informatica
6 1 (1.61%) Nintex
6 1 (1.61%) ServiceNow