Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 2 July 2022 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
England > Yorkshire
6 months to
2 Jul 2022		 Same period 2021 Same period 2020
Rank 226 184 182
Rank change year-on-year -42 -2 +120
Permanent jobs citing Azure Data Factory 70 55 15
As % of all permanent jobs advertised in Yorkshire 0.91% 0.94% 0.37%
As % of the Cloud Services category 2.37% 2.19% 1.10%
Number of salaries quoted 26 30 4
10th Percentile £40,625 £29,018 £65,750
25th Percentile £46,938 £29,806 £66,875
Median annual salary (50th Percentile) £58,750 £51,250 £71,250
Median % change year-on-year +14.63% -28.07% -20.83%
75th Percentile £78,250 £73,168 £75,625
90th Percentile - £76,250 £79,000
England median annual salary £66,500 £62,500 £67,500
% change year-on-year +6.40% -7.41% +3.85%

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 2,954 2,510 1,363
As % of all permanent IT jobs advertised in Yorkshire 38.23% 43.05% 33.76%
Number of salaries quoted 1,988 2,118 1,193
10th Percentile £26,390 £29,250 £29,250
25th Percentile £37,500 £37,500 £36,250
Median annual salary (50th Percentile) £52,500 £48,500 £50,000
Median % change year-on-year +8.25% -3.00% +11.11%
75th Percentile £67,500 £65,000 £60,000
90th Percentile £85,000 £72,500 £69,000
England median annual salary £61,500 £60,000 £57,500
% change year-on-year +2.50% +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 2 July 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 2 July 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 -16 58 £74,500 +4.56% 3
North Yorkshire -17 12 £53,750 +13.16%
Azure Data Factory
England

For the 6 months to 2 July 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 70 (100.00%) Azure
2 50 (71.43%) Databricks
3 46 (65.71%) Data Lake
4 40 (57.14%) Python
5 36 (51.43%) Azure Synapse Analytics
6 34 (48.57%) Data Warehouse
7 31 (44.29%) Microsoft
8 26 (37.14%) Analytics
9 25 (35.71%) DevOps
9 25 (35.71%) Data Ingestion
9 25 (35.71%) Data Pipeline
10 22 (31.43%) ETL
11 21 (30.00%) Data Modelling
12 20 (28.57%) Big Data
12 20 (28.57%) Metadata
13 19 (27.14%) Power Platform
13 19 (27.14%) Power BI
13 19 (27.14%) Retail
14 18 (25.71%) SQL
14 18 (25.71%) Kafka
14 18 (25.71%) Business Transformation
14 18 (25.71%) Apache Spark
15 17 (24.29%) Spark Streaming
15 17 (24.29%) PySpark
15 17 (24.29%) IoT
15 17 (24.29%) OO
16 16 (22.86%) Business Intelligence
16 16 (22.86%) Data Analytics
16 16 (22.86%) Azure DevOps
17 15 (21.43%) SQL Server Integration Services

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 18 (25.71%) Apache Spark
2 4 (5.71%) SharePoint
Business Applications
1 1 (1.43%) Dynamics NAV
1 1 (1.43%) iTrent
Cloud Services
1 70 (100.00%) Azure
2 36 (51.43%) Azure Synapse Analytics
3 19 (27.14%) Power Platform
4 16 (22.86%) Azure DevOps
5 7 (10.00%) AWS
6 4 (5.71%) Power Automate
6 4 (5.71%) PowerApps
7 3 (4.29%) Azure Cosmos DB
7 3 (4.29%) Microsoft 365
7 3 (4.29%) Snowflake
8 2 (2.86%) Azure AKS
8 2 (2.86%) Azure Event Grid
8 2 (2.86%) Azure Functions
8 2 (2.86%) Azure Monitor
8 2 (2.86%) Azure Service Bus
8 2 (2.86%) Azure Stack
8 2 (2.86%) GitHub
8 2 (2.86%) GitHub Actions
8 2 (2.86%) Serverless
9 1 (1.43%) Azure Sentinel
Database & Business Intelligence
1 46 (65.71%) Data Lake
2 34 (48.57%) Data Warehouse
3 20 (28.57%) Big Data
3 20 (28.57%) Metadata
4 19 (27.14%) Power BI
5 15 (21.43%) SQL Server Integration Services
6 13 (18.57%) SQL Server
7 11 (15.71%) Hadoop
8 10 (14.29%) Data Mart
9 9 (12.86%) SQL Server Reporting Services
10 6 (8.57%) Azure SQL Database
11 5 (7.14%) Enterprise Data Warehouse
11 5 (7.14%) SQL Server Analysis Services
12 2 (2.86%) Azure SQL Data Warehouse
12 2 (2.86%) MySQL
12 2 (2.86%) PostgreSQL
12 2 (2.86%) Relational Database
13 1 (1.43%) Amazon Aurora
13 1 (1.43%) Data Mining
13 1 (1.43%) RDBMS
Development Applications
1 5 (7.14%) Octopus Deploy
1 5 (7.14%) TeamCity
2 1 (1.43%) Git (software)
General
1 19 (27.14%) Retail
2 8 (11.43%) Analytical Skills
3 6 (8.57%) Presentation Skills
4 4 (5.71%) Social Skills
5 3 (4.29%) Organisational Skills
6 2 (2.86%) Inclusion and Diversity
6 2 (2.86%) Legal
7 1 (1.43%) Automotive
7 1 (1.43%) Finance
7 1 (1.43%) Law
7 1 (1.43%) Telecoms
Job Titles
1 29 (41.43%) Data Engineer
2 18 (25.71%) Principal Engineer
3 12 (17.14%) Developer
4 11 (15.71%) Architect
5 10 (14.29%) DevOps Engineer
6 9 (12.86%) Data Architect
7 8 (11.43%) Cloud Engineer
8 7 (10.00%) Azure Engineer
9 6 (8.57%) Senior Developer
10 5 (7.14%) Azure Data Engineer
10 5 (7.14%) Data Warehouse Developer
10 5 (7.14%) Senior Data Warehouse Developer
10 5 (7.14%) Senior SQL Developer
10 5 (7.14%) SQL Developer
11 4 (5.71%) Business Intelligence Developer
11 4 (5.71%) Lead Cloud Engineer
11 4 (5.71%) Senior Cloud Engineer
11 4 (5.71%) Senior Data Engineer
12 3 (4.29%) SharePoint Developer
13 2 (2.86%) Senior Security Engineer
Libraries, Frameworks & Software Standards
1 18 (25.71%) Kafka
2 17 (24.29%) PySpark
2 17 (24.29%) Spark Streaming
3 14 (20.00%) React
4 13 (18.57%) Node.js
5 12 (17.14%) .NET
6 1 (1.43%) Flask
6 1 (1.43%) MDX
Miscellaneous
1 17 (24.29%) IoT
2 12 (17.14%) Data Structures
3 7 (10.00%) Management Information System
4 6 (8.57%) Data Centre
4 6 (8.57%) Data Fabric
4 6 (8.57%) Greenfield Project
5 2 (2.86%) Replication
6 1 (1.43%) Cloud Native
6 1 (1.43%) e-Learning
6 1 (1.43%) Life Science
6 1 (1.43%) Renewable Energy
Processes & Methodologies
1 26 (37.14%) Analytics
2 25 (35.71%) Data Ingestion
2 25 (35.71%) Data Pipeline
2 25 (35.71%) DevOps
3 22 (31.43%) ETL
4 21 (30.00%) Data Modelling
5 18 (25.71%) Business Transformation
6 17 (24.29%) OO
7 16 (22.86%) Business Intelligence
7 16 (22.86%) Data Analytics
8 14 (20.00%) Agile
9 13 (18.57%) Data Strategy
10 12 (17.14%) Data Transformation
10 12 (17.14%) Workload Management
11 11 (15.71%) Big Data Analytics
11 11 (15.71%) Data Engineering
12 10 (14.29%) Data Governance
12 10 (14.29%) Data Integration
13 9 (12.86%) Performance Tuning
13 9 (12.86%) Scrum
Programming Languages
1 40 (57.14%) Python
2 18 (25.71%) SQL
3 12 (17.14%) Java
4 11 (15.71%) C#
5 7 (10.00%) PowerShell
6 4 (5.71%) T-SQL
7 3 (4.29%) JavaScript
7 3 (4.29%) TypeScript
8 2 (2.86%) Bash
8 2 (2.86%) Data Analysis Expressions (DAX)
8 2 (2.86%) Scala
9 1 (1.43%) R
Qualifications
1 2 (2.86%) Degree
1 2 (2.86%) Microsoft Certification
Quality Assurance & Compliance
1 3 (4.29%) Data Quality
2 1 (1.43%) GDPR
System Software
1 2 (2.86%) Active Directory
Systems Management
1 10 (14.29%) Kubernetes
1 10 (14.29%) Terraform
Vendors
1 50 (71.43%) Databricks
2 31 (44.29%) Microsoft
3 6 (8.57%) Ab Initio
3 6 (8.57%) Informatica
4 3 (4.29%) Oracle
5 2 (2.86%) IBM