Period
to 17 October 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 17 October 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
17 Oct 2021
Same period 2020 Same period 2019
Rank 195 157 260
Rank change year-on-year -38 +103 +68
Permanent jobs citing Azure Data Factory 57 38 79
As % of all permanent jobs advertised in the City of London 0.97% 1.06% 0.79%
As % of the Cloud Services category 2.16% 2.38% 1.99%
Number of salaries quoted 50 26 72
10th Percentile £46,250 £64,375 £55,125
25th Percentile £64,063 £70,625 £58,438
Median annual salary (50th Percentile) £80,000 £86,250 £75,000
Median % change year-on-year -7.25% +15.00% +20.00%
75th Percentile £95,000 £88,750 £86,250
90th Percentile £106,625 £92,500 £87,500
Central London median annual salary £78,750 £86,250 £75,000
% change year-on-year -8.70% +15.00% +17.65%

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 2,635 1,599 3,973
As % of all permanent IT jobs advertised in the City of London 44.72% 44.70% 39.56%
Number of salaries quoted 2,406 1,401 3,639
10th Percentile £45,000 £42,500 £36,150
25th Percentile £55,750 £52,500 £50,000
Median annual salary (50th Percentile) £73,000 £70,000 £65,000
Median % change year-on-year +4.29% +7.69% -
75th Percentile £92,500 £83,750 £82,500
90th Percentile £105,000 £95,000 £95,000
Central London median annual salary £72,500 £67,500 £65,000
% change year-on-year +7.41% +3.85% -

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 17 October 2021.

Salary histogram for Azure Data Factory in the City of London

For the 6 months to 17 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 City of London region with a requirement for Azure Data Factory.

1 57 (100.00%) Azure
2 41 (71.93%) Data Warehouse
3 40 (70.18%) SQL
4 37 (64.91%) Data Lake
4 37 (64.91%) Databricks
5 36 (63.16%) Business Intelligence
6 32 (56.14%) Agile Software Development
7 31 (54.39%) Analytics
8 30 (52.63%) Microsoft
9 27 (47.37%) Data Engineering
9 27 (47.37%) ETL
10 23 (40.35%) Power BI
10 23 (40.35%) Power Platform
11 20 (35.09%) Azure SQL Database
12 19 (33.33%) SQL Server
13 18 (31.58%) Python
14 17 (29.82%) Data Modelling
14 17 (29.82%) Problem-Solving
15 16 (28.07%) DevOps
16 14 (24.56%) Data Strategy
16 14 (24.56%) Finance
16 14 (24.56%) SQL Server Integration Services
16 14 (24.56%) Release Management
17 12 (21.05%) Scrum
18 11 (19.30%) Azure Synapse Analytics
19 10 (17.54%) .NET
19 10 (17.54%) C#
20 9 (15.79%) Data Architecture
20 9 (15.79%) Azure SQL Data Warehouse
20 9 (15.79%) Data Analysis Expressions (DAX)

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 5 (8.77%) Apache Airflow
1 5 (8.77%) Apache Spark
2 3 (5.26%) Apache
3 2 (3.51%) Apache Pig
4 1 (1.75%) Oracle SOA Suite
4 1 (1.75%) SharePoint
Applications
1 1 (1.75%) Microsoft Excel
Business Applications
1 1 (1.75%) Northgate Housing
Cloud Services
1 57 (100.00%) Azure
2 23 (40.35%) Power Platform
3 11 (19.30%) Azure Synapse Analytics
4 8 (14.04%) AWS
4 8 (14.04%) GCP
5 6 (10.53%) Serverless
6 4 (7.02%) Azure Functions
6 4 (7.02%) Azure Logic Apps
7 3 (5.26%) Azure Storage
7 3 (5.26%) Snowflake
8 2 (3.51%) AWS Step Functions
8 2 (3.51%) Azure Cosmos DB
8 2 (3.51%) Azure Stack
8 2 (3.51%) IaaS
8 2 (3.51%) PaaS
8 2 (3.51%) SaaS
9 1 (1.75%) Azure Active Directory
9 1 (1.75%) Dynamics 365
9 1 (1.75%) Microsoft 365
9 1 (1.75%) Power Automate
Communications & Networking
1 1 (1.75%) Network Security
Database & Business Intelligence
1 41 (71.93%) Data Warehouse
2 37 (64.91%) Data Lake
3 23 (40.35%) Power BI
4 20 (35.09%) Azure SQL Database
5 19 (33.33%) SQL Server
6 14 (24.56%) SQL Server Integration Services
7 9 (15.79%) Azure SQL Data Warehouse
8 8 (14.04%) SQL Server Analysis Services
9 6 (10.53%) Relational Database
9 6 (10.53%) SQL Server Reporting Services
9 6 (10.53%) Tableau
10 5 (8.77%) Delta Lake
11 4 (7.02%) Big Data
11 4 (7.02%) Metadata
12 3 (5.26%) Biml
12 3 (5.26%) Hadoop
12 3 (5.26%) HDInsight
12 3 (5.26%) Microsoft Analysis Services
12 3 (5.26%) OLTP
12 3 (5.26%) SQL Server 2017
Development Applications
1 5 (8.77%) Git (software)
2 3 (5.26%) ER Studio
2 3 (5.26%) ERwin
3 2 (3.51%) JIRA
3 2 (3.51%) PowerDesigner
3 2 (3.51%) Visual Studio
4 1 (1.75%) GDB
4 1 (1.75%) Jenkins
4 1 (1.75%) Octopus Deploy
4 1 (1.75%) Sourcetree
4 1 (1.75%) SQL Server Management Studio (SSMS)
4 1 (1.75%) Team Foundation Server
4 1 (1.75%) TeamCity
4 1 (1.75%) Visual Studio Code
General
1 14 (24.56%) Finance
2 6 (10.53%) Analytical Skills
3 4 (7.02%) Marketing
3 4 (7.02%) Retail
4 3 (5.26%) Social Skills
5 2 (3.51%) Advertising
6 1 (1.75%) Law
6 1 (1.75%) Organisational Skills
6 1 (1.75%) Public Sector
Job Titles
1 29 (50.88%) Data Engineer
2 14 (24.56%) Azure Engineer
3 11 (19.30%) Architect
4 10 (17.54%) Data Architect
4 10 (17.54%) Senior Data Engineer
5 6 (10.53%) Azure Architect
5 6 (10.53%) Developer
6 5 (8.77%) Analyst
7 4 (7.02%) Business Intelligence Analyst
7 4 (7.02%) Senior Developer
8 3 (5.26%) Analyst Developer
8 3 (5.26%) Business Intelligence Developer
8 3 (5.26%) Consultant
8 3 (5.26%) Senior Analyst
8 3 (5.26%) Senior Analyst Developer
8 3 (5.26%) Senior Business Intelligence Analyst
8 3 (5.26%) Senior Business Intelligence Developer
9 2 (3.51%) Business Intelligence Consultant
9 2 (3.51%) Cloud Engineer
9 2 (3.51%) Platform Manager
Libraries, Frameworks & Software Standards
1 10 (17.54%) .NET
2 6 (10.53%) PySpark
3 5 (8.77%) MDX
4 1 (1.75%) .NET Core
4 1 (1.75%) .NET Framework
4 1 (1.75%) ARM Templates
4 1 (1.75%) ASP.NET
4 1 (1.75%) Entity Framework
4 1 (1.75%) JSON
4 1 (1.75%) RESTful
Miscellaneous
1 4 (7.02%) User Experience
2 2 (3.51%) Derivative
2 2 (3.51%) Management Information System
2 2 (3.51%) Reinsurance
3 1 (1.75%) Data Structures
3 1 (1.75%) Housing Association
3 1 (1.75%) NHS
3 1 (1.75%) N-Tier
Operating Systems
1 1 (1.75%) Linux
1 1 (1.75%) Unix
Processes & Methodologies
1 36 (63.16%) Business Intelligence
2 32 (56.14%) Agile Software Development
3 31 (54.39%) Analytics
4 27 (47.37%) Data Engineering
4 27 (47.37%) ETL
5 17 (29.82%) Data Modelling
5 17 (29.82%) Problem-Solving
6 16 (28.07%) DevOps
7 14 (24.56%) Data Strategy
7 14 (24.56%) Release Management
8 12 (21.05%) Scrum
9 9 (15.79%) Data Analytics
9 9 (15.79%) Data Architecture
9 9 (15.79%) Visualisation
10 8 (14.04%) Data Management
11 7 (12.28%) Data Integration
11 7 (12.28%) Data Pipeline
11 7 (12.28%) Data Visualisation
11 7 (12.28%) DataOps
11 7 (12.28%) E-Commerce
Programming Languages
1 40 (70.18%) SQL
2 18 (31.58%) Python
3 10 (17.54%) C#
4 9 (15.79%) Data Analysis Expressions (DAX)
5 8 (14.04%) PowerShell
5 8 (14.04%) Scala
5 8 (14.04%) T-SQL
6 4 (7.02%) Java
7 1 (1.75%) JavaScript
7 1 (1.75%) PL/SQL
7 1 (1.75%) R
7 1 (1.75%) VB
7 1 (1.75%) VB.NET
7 1 (1.75%) VBA
Qualifications
1 2 (3.51%) Degree
2 1 (1.75%) Microsoft Certification
Quality Assurance & Compliance
1 4 (7.02%) Data Quality
1 4 (7.02%) QA
System Software
1 2 (3.51%) Apache Flume
2 1 (1.75%) Active Directory
2 1 (1.75%) Docker
2 1 (1.75%) Virtual Desktop
Systems Management
1 2 (3.51%) Terraform
2 1 (1.75%) Kubernetes
Vendors
1 37 (64.91%) Databricks
2 30 (52.63%) Microsoft
3 4 (7.02%) Oracle
4 2 (3.51%) IBM
5 1 (1.75%) Actuate
5 1 (1.75%) Alteryx
5 1 (1.75%) Cognos
5 1 (1.75%) Google
5 1 (1.75%) Netezza
5 1 (1.75%) Northgate
5 1 (1.75%) Palantir
5 1 (1.75%) Teradata