Period
to 16 October 2021

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 16 October 2021 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
England > Yorkshire
6 months to
16 Oct 2021
Same period 2020 Same period 2019
Rank 213 155 292
Rank change year-on-year -58 +137 +4
Permanent jobs citing Azure Data Factory 48 3 9
As % of all permanent jobs advertised in Yorkshire 0.72% 0.11% 0.13%
As % of the Cloud Services category 1.74% 0.27% 0.47%
Number of salaries quoted 23 2 9
10th Percentile £46,500 £65,625 £51,500
25th Percentile £50,875 £66,563 £61,250
Median annual salary (50th Percentile) £65,000 £68,750 £90,000
Median % change year-on-year -5.45% -23.61% +80.00%
75th Percentile £76,250 £71,563 £95,000
90th Percentile £87,000 £72,875 £107,500
England median annual salary £60,000 £60,000 £70,000
% change year-on-year - -14.29% +12.00%

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 2,754 1,096 1,910
As % of all permanent IT jobs advertised in Yorkshire 41.43% 40.87% 27.09%
Number of salaries quoted 2,222 979 1,598
10th Percentile £29,900 £31,250 £26,250
25th Percentile £37,500 £37,500 £35,000
Median annual salary (50th Percentile) £47,500 £47,500 £45,000
Median % change year-on-year - +5.56% -
75th Percentile £65,000 £60,000 £58,750
90th Percentile £75,000 £67,500 £67,500
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -

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 16 October 2021.

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 16 October 2021. 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
Job
Vacancies
West Yorkshire -56 37 £68,836 +0.12% 8
North Yorkshire - 9 £57,500 -
South Yorkshire - 2 £50,000 - 1
Azure Data Factory
England

For the 6 months to 16 October 2021, 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 48 (100.00%) Azure
2 34 (70.83%) Microsoft
3 27 (56.25%) Databricks
4 26 (54.17%) Business Intelligence
4 26 (54.17%) Data Warehouse
5 25 (52.08%) SQL
6 23 (47.92%) Agile Software Development
7 22 (45.83%) SQL Server Integration Services
7 22 (45.83%) Power BI
7 22 (45.83%) Power Platform
8 21 (43.75%) Azure Synapse Analytics
9 20 (41.67%) Data Lake
9 20 (41.67%) Python
10 19 (39.58%) ETL
10 19 (39.58%) Analytics
11 17 (35.42%) SQL Server Analysis Services
12 16 (33.33%) SQL Server
12 16 (33.33%) Apache Spark
13 15 (31.25%) Visualisation
14 14 (29.17%) T-SQL
15 13 (27.08%) Data Pipeline
15 13 (27.08%) Data Modelling
15 13 (27.08%) DevOps
16 12 (25.00%) Data Architecture
16 12 (25.00%) SQL Server Reporting Services
16 12 (25.00%) Social Skills
17 11 (22.92%) Data Engineering
18 10 (20.83%) PySpark
18 10 (20.83%) Data Integration
18 10 (20.83%) Kafka

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 16 (33.33%) Apache Spark
2 6 (12.50%) Apache
3 5 (10.42%) SharePoint
4 1 (2.08%) Apache Synapse
Cloud Services
1 48 (100.00%) Azure
2 22 (45.83%) Power Platform
3 21 (43.75%) Azure Synapse Analytics
4 8 (16.67%) AWS
5 7 (14.58%) PaaS
6 5 (10.42%) Amazon Kinesis
6 5 (10.42%) Azure Logic Apps
6 5 (10.42%) Power Automate
6 5 (10.42%) PowerApps
7 4 (8.33%) Azure Service Bus
7 4 (8.33%) SaaS
7 4 (8.33%) Serverless
8 3 (6.25%) Azure App Service
8 3 (6.25%) Azure Event Grid
8 3 (6.25%) Azure Storage
8 3 (6.25%) GitHub
8 3 (6.25%) GitHub Actions
8 3 (6.25%) IaaS
9 2 (4.17%) Azure Key Vault
9 2 (4.17%) Snowflake
Communications & Networking
1 5 (10.42%) Cisco ASA
2 2 (4.17%) Firewall
Database & Business Intelligence
1 26 (54.17%) Data Warehouse
2 22 (45.83%) Power BI
2 22 (45.83%) SQL Server Integration Services
3 20 (41.67%) Data Lake
4 17 (35.42%) SQL Server Analysis Services
5 16 (33.33%) SQL Server
6 12 (25.00%) SQL Server Reporting Services
7 9 (18.75%) Azure SQL Database
7 9 (18.75%) NoSQL
8 8 (16.67%) Spark SQL
9 7 (14.58%) Azure SQL Data Warehouse
10 6 (12.50%) Metadata
11 5 (10.42%) Amazon Athena
11 5 (10.42%) Amazon Redshift
11 5 (10.42%) Apache Cassandra
11 5 (10.42%) Hadoop
11 5 (10.42%) HBase
11 5 (10.42%) Metadata Repository
12 4 (8.33%) Microsoft Analysis Services
12 4 (8.33%) Relational Database
Development Applications
1 4 (8.33%) Jenkins
1 4 (8.33%) Visual Studio
2 2 (4.17%) kappa
General
1 12 (25.00%) Social Skills
2 5 (10.42%) Public Sector
3 4 (8.33%) Automotive
4 2 (4.17%) Analytical Skills
4 2 (4.17%) Finance
4 2 (4.17%) Marketing
4 2 (4.17%) Retail
5 1 (2.08%) Presentation Skills
Job Titles
1 14 (29.17%) Data Engineer
2 13 (27.08%) Architect
3 9 (18.75%) Senior Data Engineer
4 8 (16.67%) Azure Architect
4 8 (16.67%) Business Intelligence Lead
4 8 (16.67%) Developer
4 8 (16.67%) Solutions Architect
5 6 (12.50%) Business Intelligence Developer
6 5 (10.42%) Data Architect
7 3 (6.25%) Azure DevOps
7 3 (6.25%) Azure Engineer
7 3 (6.25%) Cloud Engineer
7 3 (6.25%) Integration Architect
8 2 (4.17%) Azure Developer
8 2 (4.17%) Azure DevOps Engineer
8 2 (4.17%) Data Migration Lead
8 2 (4.17%) Data Scientist
8 2 (4.17%) DevOps Engineer
8 2 (4.17%) Platform Engineer
8 2 (4.17%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 10 (20.83%) Kafka
1 10 (20.83%) PySpark
2 5 (10.42%) Spark Streaming
3 4 (8.33%) ARM Templates
4 2 (4.17%) SAML
5 1 (2.08%) .NET
5 1 (2.08%) JSON
5 1 (2.08%) Web Services
5 1 (2.08%) XML
Miscellaneous
1 5 (10.42%) NHS
2 4 (8.33%) Life Science
2 4 (8.33%) Renewable Energy
3 2 (4.17%) User Experience
4 1 (2.08%) Enterprise Software
4 1 (2.08%) Greenfield Project
4 1 (2.08%) Reference Data
4 1 (2.08%) Reinsurance
Processes & Methodologies
1 26 (54.17%) Business Intelligence
2 23 (47.92%) Agile Software Development
3 19 (39.58%) Analytics
3 19 (39.58%) ETL
4 15 (31.25%) Visualisation
5 13 (27.08%) Data Modelling
5 13 (27.08%) Data Pipeline
5 13 (27.08%) DevOps
6 12 (25.00%) Data Architecture
7 11 (22.92%) Data Engineering
8 10 (20.83%) Data Integration
9 7 (14.58%) Data Strategy
10 6 (12.50%) Data Analytics
10 6 (12.50%) Data Governance
10 6 (12.50%) Migration
11 5 (10.42%) Biometrics
11 5 (10.42%) Coaching
11 5 (10.42%) Data Analysis
11 5 (10.42%) Data Transformation
11 5 (10.42%) Metadata Management
Programming Languages
1 25 (52.08%) SQL
2 20 (41.67%) Python
3 14 (29.17%) T-SQL
4 6 (12.50%) Scala
5 5 (10.42%) Data Analysis Expressions (DAX)
5 5 (10.42%) PowerShell
6 4 (8.33%) C#
7 2 (4.17%) R
8 1 (2.08%) Java
8 1 (2.08%) PL/SQL
Quality Assurance & Compliance
1 3 (6.25%) Data Quality
2 2 (4.17%) QA
System Software
1 3 (6.25%) VMware Infrastructure
2 2 (4.17%) Active Directory
2 2 (4.17%) Docker
Systems Management
1 6 (12.50%) Kubernetes
2 5 (10.42%) Terraform
3 4 (8.33%) Opscode Chef
3 4 (8.33%) Puppet
4 3 (6.25%) FortiGate
5 2 (4.17%) Active Directory Federation Services
Vendors
1 34 (70.83%) Microsoft
2 27 (56.25%) Databricks
3 5 (10.42%) CheckPoint
3 5 (10.42%) Cisco
3 5 (10.42%) Remedy
4 3 (6.25%) Alteryx
4 3 (6.25%) Citrix
4 3 (6.25%) VMware
5 2 (4.17%) Facebook
5 2 (4.17%) Oracle