Period
to 22 October 2020

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 22 October 2020 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
Central London > City of London
6 months to
22 Oct 2020
Same period 2019 Same period 2018
Rank 150 243 322
Rank change year-on-year +93 +79 +5
Permanent jobs citing Azure Data Factory 39 80 28
As % of all permanent jobs advertised in the City of London 1.08% 0.80% 0.25%
As % of the Cloud Services category 2.41% 2.04% 0.93%
Number of salaries quoted 26 72 25
Median annual salary £86,250 £75,000 £62,500
Median salary % change year-on-year +15.00% +20.00% +13.64%
10th Percentile £64,375 £55,125 £47,500
90th Percentile £92,500 £87,500 £87,500
Central London median annual salary £86,250 £75,000 £62,500
% change year-on-year +15.00% +20.00% +13.64%

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 the City of London with a requirement for cloud computing skills.

All Cloud Skills
City of London
Permanent vacancies with a requirement for cloud computing skills 1,620 3,926 3,006
As % of all permanent IT jobs advertised in the City of London 44.67% 39.26% 27.03%
Number of salaries quoted 1,417 3,554 2,705
Median annual salary £70,000 £65,000 £65,000
Median salary % change year-on-year +7.69% - +8.33%
10th Percentile £42,500 £36,250 £36,250
90th Percentile £95,000 £95,000 £91,250
Central London median annual salary £67,500 £65,000 £65,000
% change year-on-year +3.85% - +8.33%

Azure Data Factory
Job Vacancy Trend in the City of London

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

Job vacancy trend for Azure Data Factory in the City of London

Azure Data Factory
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Azure Data Factory in the City of London.

Salary trend for Azure Data Factory in the City of London

Azure Data Factory
Salary Histogram in the City of London

Salary distribution for jobs citing Azure Data Factory in the City of London over the 6 months to 22 October 2020.

Salary histogram for Azure Data Factory in the City of London

For the 6 months to 22 October 2020, 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 City of London region with a requirement for Azure Data Factory.

1 39 (100.00%) Azure
2 37 (94.87%) SQL
3 32 (82.05%) Business Intelligence
3 32 (82.05%) Agile Software Development
4 30 (76.92%) Data Warehouse
5 26 (66.67%) SQL Server
6 25 (64.10%) Databricks
7 24 (61.54%) Data Lake
8 22 (56.41%) ETL
9 18 (46.15%) Azure SQL Database
10 17 (43.59%) DevOps
11 14 (35.90%) SQL Server Analysis Services
11 14 (35.90%) Microsoft
12 13 (33.33%) Python
13 12 (30.77%) MySQL
13 12 (30.77%) Migration
13 12 (30.77%) Test Automation
14 11 (28.21%) Power Platform
14 11 (28.21%) Selenium
15 10 (25.64%) Data Migration
15 10 (25.64%) SQL Server Integration Services
15 10 (25.64%) Finance
15 10 (25.64%) TDD
15 10 (25.64%) Scrum
15 10 (25.64%) Data Modelling
15 10 (25.64%) Power BI
15 10 (25.64%) Analytics
16 9 (23.08%) ATDD
16 9 (23.08%) Agile Testing
16 9 (23.08%) Scenario Testing

Azure Data Factory
Co-occurring IT Skills in the City of London 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 3 (7.69%) Apache Spark
2 1 (2.56%) Confluence
2 1 (2.56%) SharePoint
Business Applications
1 1 (2.56%) Dynamics CRM
Cloud Services
1 39 (100.00%) Azure
2 11 (28.21%) Power Platform
3 4 (10.26%) AWS
3 4 (10.26%) Azure Active Directory
3 4 (10.26%) Logic Apps
4 3 (7.69%) Amazon EMR
4 3 (7.69%) Amazon S3
5 2 (5.13%) Amazon ElastiCache
5 2 (5.13%) Amazon Kinesis
5 2 (5.13%) Azure Functions
5 2 (5.13%) Dynamics 365
5 2 (5.13%) SaaS
5 2 (5.13%) Serverless
6 1 (2.56%) Amazon SQS
6 1 (2.56%) AWS CodePipeline
6 1 (2.56%) Azure Stack
6 1 (2.56%) Cloud Computing
6 1 (2.56%) Datadog
6 1 (2.56%) IaaS
6 1 (2.56%) Office 365
Communications & Networking
1 1 (2.56%) DNS
1 1 (2.56%) Firewall
1 1 (2.56%) Software-Defined Networking
Database & Business Intelligence
1 30 (76.92%) Data Warehouse
2 26 (66.67%) SQL Server
3 24 (61.54%) Data Lake
4 18 (46.15%) Azure SQL Database
5 14 (35.90%) SQL Server Analysis Services
6 12 (30.77%) MySQL
7 10 (25.64%) Power BI
7 10 (25.64%) SQL Server Integration Services
8 9 (23.08%) Azure SQL Data Warehouse
8 9 (23.08%) MS Access
9 7 (17.95%) Microsoft Analysis Services
10 6 (15.38%) SQL Server Reporting Services
11 4 (10.26%) Cosmos DB
12 3 (7.69%) Big Data
12 3 (7.69%) Hadoop
13 2 (5.13%) Amazon DynamoDB
13 2 (5.13%) Apache Hive
13 2 (5.13%) HBase
13 2 (5.13%) Sqoop
13 2 (5.13%) Tableau
Development Applications
1 11 (28.21%) Selenium
2 9 (23.08%) Cypress.io
3 6 (15.38%) Git (software)
4 3 (7.69%) Visual Studio Team System
5 2 (5.13%) Artifactory
5 2 (5.13%) JUnit
5 2 (5.13%) SonarQube
5 2 (5.13%) Subversion
5 2 (5.13%) Team Foundation Server
6 1 (2.56%) GoCD
6 1 (2.56%) Jenkins
6 1 (2.56%) JIRA
6 1 (2.56%) NUnit
6 1 (2.56%) xUnit.net
General
1 10 (25.64%) Finance
2 3 (7.69%) Front Office
3 1 (2.56%) Billing
3 1 (2.56%) Publishing
Job Titles
1 22 (56.41%) Developer
2 18 (46.15%) Business Intelligence Developer
3 16 (41.03%) Azure Developer
4 14 (35.90%) Lead Developer
5 12 (30.77%) Business Intelligence Lead
6 9 (23.08%) Analyst
7 8 (20.51%) ETL Analyst
7 8 (20.51%) Test Analyst
8 7 (17.95%) Azure Engineer
9 3 (7.69%) Azure DevOps Engineer
9 3 (7.69%) DevOps Engineer
10 2 (5.13%) Angular Developer
10 2 (5.13%) Azure DevOps
10 2 (5.13%) C# .NET Developer
10 2 (5.13%) Data Engineer
10 2 (5.13%) Data Migration Developer
10 2 (5.13%) Data Migration Lead
10 2 (5.13%) Kubernetes Engineer
10 2 (5.13%) Linux DevOps Engineer
10 2 (5.13%) Windows DevOps Engineer
Libraries, Frameworks & Software Standards
1 7 (17.95%) MDX
2 4 (10.26%) .NET
2 4 (10.26%) JSON
3 3 (7.69%) .NET Core
4 2 (5.13%) .NET Framework
4 2 (5.13%) AngularJS
4 2 (5.13%) ASP.NET Web API
4 2 (5.13%) Entity Framework
4 2 (5.13%) HTML
4 2 (5.13%) HTML5
4 2 (5.13%) Kafka
4 2 (5.13%) Node.js
5 1 (2.56%) Elastic Stack
5 1 (2.56%) RESTful
5 1 (2.56%) Sensu
5 1 (2.56%) SOAP
5 1 (2.56%) Web Services
5 1 (2.56%) XML
5 1 (2.56%) XSLT
Miscellaneous
1 6 (15.38%) Management Information System
2 3 (7.69%) Analytical Skills
3 1 (2.56%) Analytical Mindset
3 1 (2.56%) Blog
Operating Systems
1 3 (7.69%) Linux
2 2 (5.13%) Windows
3 1 (2.56%) Unix
Processes & Methodologies
1 32 (82.05%) Agile Software Development
1 32 (82.05%) Business Intelligence
2 22 (56.41%) ETL
3 17 (43.59%) DevOps
4 12 (30.77%) Migration
4 12 (30.77%) Test Automation
5 10 (25.64%) Analytics
5 10 (25.64%) Data Migration
5 10 (25.64%) Data Modelling
5 10 (25.64%) Scrum
5 10 (25.64%) TDD
6 9 (23.08%) Agile Testing
6 9 (23.08%) Collaborative Working
6 9 (23.08%) Data Analysis
6 9 (23.08%) Data Validation
6 9 (23.08%) Problem-Solving
6 9 (23.08%) Scenario Testing
6 9 (23.08%) Software Testing
6 9 (23.08%) Traceability Matrix
6 9 (23.08%) Validation
Programming Languages
1 37 (94.87%) SQL
2 13 (33.33%) Python
3 8 (20.51%) C#
4 7 (17.95%) Data Analysis Expressions (DAX)
5 4 (10.26%) PowerShell
6 3 (7.69%) Java
6 3 (7.69%) JavaScript
7 2 (5.13%) Bash Shell
7 2 (5.13%) R
7 2 (5.13%) T-SQL
8 1 (2.56%) Go
8 1 (2.56%) Perl
8 1 (2.56%) PHP
8 1 (2.56%) Ruby
Quality Assurance & Compliance
1 1 (2.56%) QA
System Software
1 4 (10.26%) Docker
2 1 (2.56%) Active Directory
Systems Management
1 3 (7.69%) Kubernetes
1 3 (7.69%) Nagios
2 1 (2.56%) Ansible
Vendors
1 25 (64.10%) Databricks
2 14 (35.90%) Microsoft
3 9 (23.08%) Oracle
4 1 (2.56%) Atlassian
4 1 (2.56%) Cloudera
4 1 (2.56%) Foundry
4 1 (2.56%) Palantir
4 1 (2.56%) Splunk