Period
to 24 February 2021

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 24 February 2021 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
Central London > City of London
6 months to
24 Feb 2021
Same period 2020 Same period 2019
Rank 156 271 296
Rank change year-on-year +115 +25 +11
Permanent jobs citing Azure Data Factory 69 34 37
As % of all permanent jobs advertised in the City of London 1.49% 0.38% 0.36%
As % of the Cloud Services category 3.32% 1.05% 1.26%
Number of salaries quoted 56 27 35
Median annual salary £85,000 £72,500 £57,500
Median salary % change year-on-year +17.24% +26.09% -11.54%
10th Percentile £56,250 £53,000 £47,500
90th Percentile £106,250 £87,500 £83,750
Central London median annual salary £85,000 £70,000 £60,000
% change year-on-year +21.43% +16.67% -2.04%

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 2,080 3,245 2,947
As % of all permanent IT jobs advertised in the City of London 44.78% 35.94% 28.73%
Number of salaries quoted 1,828 2,850 2,703
Median annual salary £72,500 £65,000 £65,000
Median salary % change year-on-year +11.54% - +4.00%
10th Percentile £46,250 £34,000 £34,000
90th Percentile £102,875 £95,000 £92,500
Central London median annual salary £72,500 £67,000 £65,000
% change year-on-year +8.21% +3.08% +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 24 February 2021.

Salary histogram for Azure Data Factory in the City of London

For the 6 months to 24 February 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 City of London region with a requirement for Azure Data Factory.

1 69 (100.00%) Azure
2 55 (79.71%) SQL
3 53 (76.81%) Business Intelligence
4 44 (63.77%) SQL Server
5 41 (59.42%) Data Warehouse
6 39 (56.52%) Data Lake
7 36 (52.17%) Databricks
7 36 (52.17%) ETL
8 35 (50.72%) Microsoft
9 31 (44.93%) Data Modelling
10 28 (40.58%) Azure SQL Database
11 26 (37.68%) Power Platform
12 25 (36.23%) Power BI
12 25 (36.23%) Analytics
13 24 (34.78%) Python
14 23 (33.33%) Agile Software Development
15 22 (31.88%) SQL Server Analysis Services
16 19 (27.54%) SQL Server Reporting Services
16 19 (27.54%) Data Analysis Expressions (DAX)
17 18 (26.09%) DevOps
18 17 (24.64%) Analytical Skills
18 17 (24.64%) SQL Server Integration Services
19 16 (23.19%) Problem-Solving
20 15 (21.74%) Data Ingestion
21 14 (20.29%) Data Integration
21 14 (20.29%) Management Information System
22 13 (18.84%) AWS
23 12 (17.39%) Microsoft Analysis Services
23 12 (17.39%) C#
23 12 (17.39%) Azure Functions

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 7 (10.14%) Apache Spark
2 1 (1.45%) SharePoint
Applications
1 4 (5.80%) Microsoft Excel
Business Applications
1 1 (1.45%) Dynamics CRM
Cloud Services
1 69 (100.00%) Azure
2 26 (37.68%) Power Platform
3 13 (18.84%) AWS
4 12 (17.39%) Azure Functions
4 12 (17.39%) Serverless
5 9 (13.04%) SaaS
6 8 (11.59%) Cloud Computing
7 7 (10.14%) Azure Active Directory
7 7 (10.14%) PowerApps
8 6 (8.70%) Amazon EC2
8 6 (8.70%) Amazon S3
8 6 (8.70%) AWS CloudFormation
8 6 (8.70%) AWS Lambda
9 4 (5.80%) IaaS
9 4 (5.80%) Logic Apps
10 3 (4.35%) Amazon EMR
10 3 (4.35%) GCP
10 3 (4.35%) PaaS
11 2 (2.90%) Amazon Kinesis
11 2 (2.90%) Microsoft 365
Communications & Networking
1 1 (1.45%) Software-Defined Networking
Database & Business Intelligence
1 44 (63.77%) SQL Server
2 41 (59.42%) Data Warehouse
3 39 (56.52%) Data Lake
4 28 (40.58%) Azure SQL Database
5 25 (36.23%) Power BI
6 22 (31.88%) SQL Server Analysis Services
7 19 (27.54%) SQL Server Reporting Services
8 17 (24.64%) SQL Server Integration Services
9 12 (17.39%) Azure SQL Data Warehouse
9 12 (17.39%) Microsoft Analysis Services
10 11 (15.94%) NoSQL
11 9 (13.04%) Data Mart
12 8 (11.59%) PowerPivot
13 7 (10.14%) Amazon Redshift
14 6 (8.70%) Amazon RDS
14 6 (8.70%) Delta Lake
14 6 (8.70%) PostgreSQL
15 4 (5.80%) Cosmos DB
15 4 (5.80%) MS Access
15 4 (5.80%) MySQL
Development Applications
1 8 (11.59%) Visual Studio
2 6 (8.70%) Jenkins
2 6 (8.70%) TeamCity
3 4 (5.80%) Cypress.io
3 4 (5.80%) Selenium
4 2 (2.90%) Git (software)
5 1 (1.45%) NUnit
5 1 (1.45%) SQL Server Management Studio (SSMS)
5 1 (1.45%) Team Foundation Server
5 1 (1.45%) xUnit.net
General
1 9 (13.04%) Finance
2 4 (5.80%) Housing Association
3 1 (1.45%) Billing
3 1 (1.45%) Marketing
3 1 (1.45%) Publishing
Job Titles
1 29 (42.03%) Developer
2 21 (30.43%) Business Intelligence Developer
3 17 (24.64%) Azure Developer
4 14 (20.29%) Lead Developer
5 12 (17.39%) Business Intelligence Lead
6 11 (15.94%) Architect
6 11 (15.94%) Data Architect
7 9 (13.04%) Analyst
7 9 (13.04%) Azure Architect
8 8 (11.59%) Azure Engineer
9 7 (10.14%) Applications Engineer
10 5 (7.25%) Data Engineer
11 4 (5.80%) Analyst Developer
11 4 (5.80%) DevOps Engineer
11 4 (5.80%) ETL Analyst
11 4 (5.80%) Test Analyst
12 3 (4.35%) AWS DevOps
12 3 (4.35%) Consultant
12 3 (4.35%) Data Analyst
13 2 (2.90%) Data Migration Lead
Libraries, Frameworks & Software Standards
1 8 (11.59%) MDX
2 6 (8.70%) Web Services
3 3 (4.35%) .NET
4 2 (2.90%) JSON
5 1 (1.45%) .NET Core
5 1 (1.45%) RESTful
5 1 (1.45%) SOAP
5 1 (1.45%) XML
5 1 (1.45%) XSLT
Miscellaneous
1 17 (24.64%) Analytical Skills
2 14 (20.29%) Management Information System
3 8 (11.59%) Reinsurance
4 4 (5.80%) Public Cloud
5 3 (4.35%) Greenfield Project
6 1 (1.45%) Analytical Mindset
6 1 (1.45%) Blog
Operating Systems
1 4 (5.80%) Linux
2 1 (1.45%) Unix
Processes & Methodologies
1 53 (76.81%) Business Intelligence
2 36 (52.17%) ETL
3 31 (44.93%) Data Modelling
4 25 (36.23%) Analytics
5 23 (33.33%) Agile Software Development
6 18 (26.09%) DevOps
7 16 (23.19%) Problem-Solving
8 15 (21.74%) Data Ingestion
9 14 (20.29%) Data Integration
10 10 (14.49%) Data Analytics
11 9 (13.04%) Data Strategy
11 9 (13.04%) Kimball Methodology
11 9 (13.04%) Technical Leadership
12 8 (11.59%) Business Analysis
12 8 (11.59%) Data Governance
12 8 (11.59%) Metadata Management
12 8 (11.59%) Scrum
12 8 (11.59%) Storage Management
12 8 (11.59%) Translating Business Requirements
13 7 (10.14%) Migration
Programming Languages
1 55 (79.71%) SQL
2 24 (34.78%) Python
3 19 (27.54%) Data Analysis Expressions (DAX)
4 12 (17.39%) C#
5 9 (13.04%) T-SQL
6 8 (11.59%) PowerShell
7 7 (10.14%) R
7 7 (10.14%) Ruby
8 1 (1.45%) Java
8 1 (1.45%) JavaScript
8 1 (1.45%) Perl
8 1 (1.45%) PHP
8 1 (1.45%) VB
Quality Assurance & Compliance
1 7 (10.14%) QA
2 6 (8.70%) Data Quality
System Software
1 6 (8.70%) Active Directory
Systems Management
1 6 (8.70%) Failover Clustering
1 6 (8.70%) Opscode Chef
1 6 (8.70%) Puppet
2 1 (1.45%) Kubernetes
2 1 (1.45%) Terraform
Vendors
1 36 (52.17%) Databricks
2 35 (50.72%) Microsoft
3 5 (7.25%) Informatica
4 4 (5.80%) Oracle
5 3 (4.35%) Intel
5 3 (4.35%) NVIDIA
6 2 (2.90%) Cloudera
7 1 (1.45%) StreamSets