Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 27 January 2022

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Azure Data Factory skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Azure Data Factory over the 6 months to 27 January 2022 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
England > Yorkshire
6 months to
27 Jan 2022		 Same period 2021 Same period 2020
Rank 240 175 241
Rank change year-on-year -65 +66 -
Permanent jobs citing Azure Data Factory 31 21 4
As % of all permanent jobs advertised in Yorkshire 0.43% 0.54% 0.066%
As % of the Cloud Services category 1.12% 1.23% 0.22%
Number of salaries quoted 15 16 1
10th Percentile £40,500 £29,075 -
25th Percentile £46,250 £37,269 £61,250
Median annual salary (50th Percentile) £55,000 £52,500 £62,500
Median % change year-on-year +4.76% -16.00% -
75th Percentile £77,500 £76,563 £63,750
90th Percentile £87,750 £77,500 -
England median annual salary £65,000 £62,500 £67,500
% change year-on-year +4.00% -7.41% +8.00%

Azure Data Factory is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for cloud computing skills.

All Cloud Skills
Yorkshire
Permanent vacancies with a requirement for cloud computing skills 2,759 1,701 1,836
As % of all permanent IT jobs advertised in Yorkshire 38.69% 43.93% 30.23%
Number of salaries quoted 2,193 1,507 1,540
10th Percentile £30,000 £29,045 £26,250
25th Percentile £38,750 £37,500 £35,000
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -
75th Percentile £65,000 £62,500 £60,000
90th Percentile £77,250 £66,250 £70,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Azure Data Factory
Job Vacancy Trend in Yorkshire

Job postings citing Azure Data Factory as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Azure Data Factory in Yorkshire

Azure Data Factory
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Azure Data Factory in Yorkshire.

Salary trend for Azure Data Factory in Yorkshire

Azure Data Factory
Salary Histogram in Yorkshire

Salary distribution for jobs citing Azure Data Factory in Yorkshire over the 6 months to 27 January 2022.

Salary histogram for Azure Data Factory in Yorkshire

Azure Data Factory
Job Locations in Yorkshire

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 Yorkshire region over the 6 months to 27 January 2022. 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
West Yorkshire -47 22 £70,000 -3.45% 4
North Yorkshire -6 8 £51,000 +20.00%
South Yorkshire -41 1 £40,000 -46.67% 3
Azure Data Factory
England

For the 6 months to 27 January 2022, IT jobs citing Azure Data Factory also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Azure Data Factory.

1 31 (100.00%) Azure
2 22 (70.97%) Microsoft
3 21 (67.74%) SQL
3 21 (67.74%) Agile Software Development
4 14 (45.16%) Data Warehouse
4 14 (45.16%) Business Intelligence
5 13 (41.94%) ETL
5 13 (41.94%) Power BI
5 13 (41.94%) Databricks
5 13 (41.94%) Power Platform
6 12 (38.71%) Azure SQL Database
7 11 (35.48%) Analytics
7 11 (35.48%) DevOps
8 10 (32.26%) Data Lake
9 9 (29.03%) Python
10 8 (25.81%) SQL Server Integration Services
10 8 (25.81%) Visualisation
10 8 (25.81%) Social Skills
10 8 (25.81%) CI/CD
11 7 (22.58%) Azure Logic Apps
11 7 (22.58%) Data Management
12 6 (19.35%) T-SQL
12 6 (19.35%) SQL Server
12 6 (19.35%) SaaS
12 6 (19.35%) AWS
12 6 (19.35%) Data Analysis Expressions (DAX)
12 6 (19.35%) Azure Synapse Analytics
12 6 (19.35%) Azure Service Bus
12 6 (19.35%) Problem-Solving
13 5 (16.13%) Data Science

Azure Data Factory
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (16.13%) Apache Spark
1 5 (16.13%) SharePoint
Business Applications
1 5 (16.13%) Dynamics NAV
1 5 (16.13%) iTrent
Cloud Services
1 31 (100.00%) Azure
2 13 (41.94%) Power Platform
3 7 (22.58%) Azure Logic Apps
4 6 (19.35%) AWS
4 6 (19.35%) Azure Service Bus
4 6 (19.35%) Azure Synapse Analytics
4 6 (19.35%) SaaS
5 5 (16.13%) PaaS
5 5 (16.13%) Power Automate
5 5 (16.13%) PowerApps
6 4 (12.90%) Azure App Service
6 4 (12.90%) Azure Event Grid
6 4 (12.90%) Azure Stack
6 4 (12.90%) Azure Storage
6 4 (12.90%) GitHub
6 4 (12.90%) GitHub Actions
6 4 (12.90%) IaaS
7 3 (9.68%) Azure Cosmos DB
7 3 (9.68%) Serverless
7 3 (9.68%) Snowflake
Communications & Networking
1 1 (3.23%) Cisco ASA
Database & Business Intelligence
1 14 (45.16%) Data Warehouse
2 13 (41.94%) Power BI
3 12 (38.71%) Azure SQL Database
4 10 (32.26%) Data Lake
5 8 (25.81%) SQL Server Integration Services
6 6 (19.35%) SQL Server
7 4 (12.90%) Enterprise Data Warehouse
7 4 (12.90%) Power Query
7 4 (12.90%) SQL Server Analysis Services
7 4 (12.90%) SQL Server Reporting Services
8 3 (9.68%) Metadata
8 3 (9.68%) MySQL
8 3 (9.68%) PostgreSQL
9 2 (6.45%) Big Data
9 2 (6.45%) Hadoop
9 2 (6.45%) NoSQL
10 1 (3.23%) Amazon Aurora
10 1 (3.23%) Azure SQL Data Warehouse
10 1 (3.23%) Relational Database
10 1 (3.23%) Tableau
Development Applications
1 1 (3.23%) Git (software)
1 1 (3.23%) Jenkins
1 1 (3.23%) kappa
1 1 (3.23%) Visual Studio
General
1 8 (25.81%) Social Skills
2 4 (12.90%) Automotive
3 3 (9.68%) Analytical Skills
4 2 (6.45%) Finance
4 2 (6.45%) Law
4 2 (6.45%) Marketing
5 1 (3.23%) Public Sector
5 1 (3.23%) Retail
Job Titles
1 9 (29.03%) Architect
2 8 (25.81%) Developer
3 6 (19.35%) Analyst
3 6 (19.35%) Business Intelligence Analyst
3 6 (19.35%) Business Intelligence Developer
4 5 (16.13%) Azure Architect
5 4 (12.90%) Integration Architect
5 4 (12.90%) Solutions Architect
6 3 (9.68%) Data Architect
7 2 (6.45%) .NET Developer
7 2 (6.45%) Azure Engineer
7 2 (6.45%) C# .NET Developer
7 2 (6.45%) C# Developer
7 2 (6.45%) Data Engineer
7 2 (6.45%) Data Scientist
7 2 (6.45%) Power BI Analyst
7 2 (6.45%) Senior Data Scientist
7 2 (6.45%) SQL Analyst
8 1 (3.23%) Azure DevOps
8 1 (3.23%) Lead DevOps
Libraries, Frameworks & Software Standards
1 3 (9.68%) Kafka
1 3 (9.68%) PySpark
2 2 (6.45%) .NET
2 2 (6.45%) JSON
2 2 (6.45%) Spark Streaming
2 2 (6.45%) XML
3 1 (3.23%) ARM Templates
3 1 (3.23%) Flask
3 1 (3.23%) React
3 1 (3.23%) SAML
3 1 (3.23%) Web Services
Miscellaneous
1 5 (16.13%) e-Learning
1 5 (16.13%) Management Information System
2 4 (12.90%) Life Science
2 4 (12.90%) Renewable Energy
3 2 (6.45%) Enterprise Software
3 2 (6.45%) Reference Data
4 1 (3.23%) Data Structures
4 1 (3.23%) Reinsurance
Processes & Methodologies
1 21 (67.74%) Agile Software Development
2 14 (45.16%) Business Intelligence
3 13 (41.94%) ETL
4 11 (35.48%) Analytics
4 11 (35.48%) DevOps
5 8 (25.81%) CI/CD
5 8 (25.81%) Visualisation
6 7 (22.58%) Data Management
7 6 (19.35%) Problem-Solving
8 5 (16.13%) Data Pipeline
8 5 (16.13%) Data Science
8 5 (16.13%) Data Transformation
8 5 (16.13%) Scrum
8 5 (16.13%) Use Case
9 4 (12.90%) Cloud Enablement
9 4 (12.90%) Data Architecture
9 4 (12.90%) Data Engineering
9 4 (12.90%) Stakeholder Engagement
10 3 (9.68%) Data Analytics
10 3 (9.68%) Machine Learning
Programming Languages
1 21 (67.74%) SQL
2 9 (29.03%) Python
3 6 (19.35%) Data Analysis Expressions (DAX)
3 6 (19.35%) T-SQL
4 5 (16.13%) C#
5 3 (9.68%) PowerShell
6 2 (6.45%) Java
6 2 (6.45%) Scala
Quality Assurance & Compliance
1 5 (16.13%) GDPR
2 2 (6.45%) Data Quality
System Software
1 3 (9.68%) VMware Infrastructure
2 2 (6.45%) Docker
3 1 (3.23%) Active Directory
Systems Management
1 3 (9.68%) Kubernetes
2 1 (3.23%) Active Directory Federation Services
2 1 (3.23%) FortiGate
2 1 (3.23%) Opscode Chef
2 1 (3.23%) Puppet
2 1 (3.23%) Terraform
Vendors
1 22 (70.97%) Microsoft
2 13 (41.94%) Databricks
3 3 (9.68%) Citrix
3 3 (9.68%) VMware
4 2 (6.45%) Facebook
5 1 (3.23%) CheckPoint
5 1 (3.23%) Cisco