Period
to 22 April 2021

The following table provides summary statistics for permanent job vacancies advertised in 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 April 2021 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
England > London
6 months to
22 Apr 2021
Same period 2020 Same period 2019
Rank 348 441 563
Rank change year-on-year +93 +122 +88
Permanent jobs citing Azure Data Factory 242 244 213
As % of all permanent jobs advertised in London 0.77% 0.55% 0.35%
As % of the Cloud Services category 1.67% 1.40% 1.13%
Number of salaries quoted 206 203 174
10th Percentile £46,000 £46,250 £51,625
25th Percentile £55,000 £61,250 £56,250
Median annual salary (50th Percentile) £67,500 £72,500 £67,500
Median % change year-on-year -6.90% +7.41% +8.00%
75th Percentile £86,875 £82,500 £83,750
90th Percentile £103,125 £87,500 £90,000
England median annual salary £62,500 £67,500 £62,500
% change year-on-year -7.41% +8.00% +4.17%

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 London with a requirement for cloud computing skills.

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 14,474 17,398 18,810
As % of all permanent IT jobs advertised in London 45.93% 39.02% 31.08%
Number of salaries quoted 11,529 14,359 15,559
10th Percentile £42,500 £36,250 £35,000
25th Percentile £53,750 £50,000 £47,500
Median annual salary (50th Percentile) £70,000 £67,500 £65,000
Median % change year-on-year +3.70% +3.85% +7.44%
75th Percentile £87,500 £86,250 £82,500
90th Percentile £105,000 £105,000 £95,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

Azure Data Factory
Job Vacancy Trend in London

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

Job vacancy trend for Azure Data Factory in London

Azure Data Factory
Salary Trend in London

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

Salary trend for Azure Data Factory in London

Azure Data Factory
Salary Histogram in London

Salary distribution for jobs citing Azure Data Factory in London over the 6 months to 22 April 2021.

Salary histogram for Azure Data Factory in London

Azure Data Factory
Job Locations in London

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 London region over the 6 months to 22 April 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
Central London +97 58 £75,000 - 13
South London +10 5 £62,500 -
West London +48 4 £81,250 +80.56% 5
Azure Data Factory
England

For the 6 months to 22 April 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 London region with a requirement for Azure Data Factory.

1 242 (100.00%) Azure
2 185 (76.45%) SQL
3 162 (66.94%) Business Intelligence
4 146 (60.33%) Microsoft
5 133 (54.96%) Power BI
5 133 (54.96%) Power Platform
6 127 (52.48%) Data Warehouse
7 116 (47.93%) SQL Server
8 110 (45.45%) Azure SQL Database
9 108 (44.63%) ETL
10 100 (41.32%) Analytics
11 97 (40.08%) Data Lake
11 97 (40.08%) Data Modelling
12 87 (35.95%) Databricks
13 86 (35.54%) Agile Software Development
14 84 (34.71%) DevOps
15 80 (33.06%) Python
16 75 (30.99%) SQL Server Integration Services
16 75 (30.99%) SQL Server Analysis Services
17 69 (28.51%) Visualisation
18 67 (27.69%) SQL Server Reporting Services
19 66 (27.27%) AWS
20 61 (25.21%) Data Management
21 60 (24.79%) Microsoft Analysis Services
22 55 (22.73%) PaaS
23 52 (21.49%) C#
24 48 (19.83%) Continuous Integration
25 47 (19.42%) Data Visualisation
26 46 (19.01%) Azure SQL Data Warehouse
26 46 (19.01%) Azure Synapse Analytics

Azure Data Factory
Co-occurring IT Skills in 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 20 (8.26%) Apache Spark
2 12 (4.96%) SharePoint
3 11 (4.55%) Apache
4 2 (0.83%) Confluence
5 1 (0.41%) Apache Synapse
Applications
1 9 (3.72%) Adobe Creative Suite
1 9 (3.72%) InVision
1 9 (3.72%) Sketch
2 5 (2.07%) Microsoft Excel
Business Applications
1 6 (2.48%) Dynamics CRM
2 2 (0.83%) Dynamics AX
Cloud Services
1 242 (100.00%) Azure
2 133 (54.96%) Power Platform
3 66 (27.27%) AWS
4 55 (22.73%) PaaS
5 46 (19.01%) Azure Synapse Analytics
6 43 (17.77%) Serverless
7 37 (15.29%) Azure Cosmos DB
7 37 (15.29%) Azure Functions
7 37 (15.29%) Azure Logic Apps
8 25 (10.33%) Azure Stack
9 21 (8.68%) Azure Service Bus
9 21 (8.68%) IaaS
10 17 (7.02%) Azure Storage
10 17 (7.02%) GCP
11 16 (6.61%) SaaS
12 15 (6.20%) Azure Active Directory
12 15 (6.20%) Dynamics 365
13 12 (4.96%) Amazon S3
14 11 (4.55%) AWS Lambda
14 11 (4.55%) Azure Key Vault
Communications & Networking
1 4 (1.65%) FTP
2 2 (0.83%) DMZ
2 2 (0.83%) Firewall
Database & Business Intelligence
1 133 (54.96%) Power BI
2 127 (52.48%) Data Warehouse
3 116 (47.93%) SQL Server
4 110 (45.45%) Azure SQL Database
5 97 (40.08%) Data Lake
6 75 (30.99%) SQL Server Analysis Services
6 75 (30.99%) SQL Server Integration Services
7 67 (27.69%) SQL Server Reporting Services
8 60 (24.79%) Microsoft Analysis Services
9 46 (19.01%) Azure SQL Data Warehouse
10 31 (12.81%) Tableau
11 22 (9.09%) Data Mart
12 20 (8.26%) Big Data
13 19 (7.85%) Hadoop
13 19 (7.85%) NoSQL
14 14 (5.79%) Amazon Redshift
14 14 (5.79%) OLTP
15 10 (4.13%) PowerPivot
16 9 (3.72%) Oracle Reports
16 9 (3.72%) Relational Database
Development Applications
1 24 (9.92%) Git (software)
2 17 (7.02%) Visual Studio
3 14 (5.79%) Jenkins
4 9 (3.72%) Moq
4 9 (3.72%) Selenium
5 8 (3.31%) TeamCity
6 7 (2.89%) SQL Server Management Studio (SSMS)
6 7 (2.89%) Team Foundation Server
7 6 (2.48%) ER Studio
7 6 (2.48%) ERwin
8 4 (1.65%) Bitbucket
8 4 (1.65%) Subversion
9 2 (0.83%) Atlassian Bamboo
9 2 (0.83%) Gradle
9 2 (0.83%) JIRA
9 2 (0.83%) Maven
9 2 (0.83%) Postman
9 2 (0.83%) Vagrant
10 1 (0.41%) NUnit
10 1 (0.41%) Visual Studio Team System
General
1 37 (15.29%) Finance
2 23 (9.50%) Marketing
3 11 (4.55%) Retail
4 6 (2.48%) Advertising
4 6 (2.48%) Housing Association
5 5 (2.07%) Law
6 3 (1.24%) Banking
6 3 (1.24%) Public Sector
7 2 (0.83%) Billing
7 2 (0.83%) Investment Banking
8 1 (0.41%) Automotive
Job Titles
1 57 (23.55%) Data Engineer
2 50 (20.66%) Developer
3 49 (20.25%) Architect
4 43 (17.77%) Data Architect
5 34 (14.05%) Azure Architect
5 34 (14.05%) Azure Engineer
6 24 (9.92%) Consultant
7 23 (9.50%) Data Consultant
8 22 (9.09%) Azure Developer
9 18 (7.44%) Azure Consultant
10 16 (6.61%) Analyst
10 16 (6.61%) Business Intelligence Developer
11 14 (5.79%) .NET Developer
12 13 (5.37%) Microsoft Consultant
12 13 (5.37%) Microsoft Engineer
13 12 (4.96%) Data Manager
14 10 (4.13%) Analytics Manager
14 10 (4.13%) Data Analytics Manager
15 8 (3.31%) Azure SQL DBA
15 8 (3.31%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 40 (16.53%) .NET
2 20 (8.26%) .NET Core
3 12 (4.96%) CSS
3 12 (4.96%) HTML
4 10 (4.13%) AngularJS
4 10 (4.13%) Web Services
5 9 (3.72%) CSS3
5 9 (3.72%) HTML5
5 9 (3.72%) Ionic Framework
5 9 (3.72%) Spring
5 9 (3.72%) Vue.js
6 8 (3.31%) Spring Boot
7 7 (2.89%) MDX
8 6 (2.48%) EDI
8 6 (2.48%) NgRx
8 6 (2.48%) React
8 6 (2.48%) RxJS
9 5 (2.07%) PySpark
10 4 (1.65%) ASP.NET Web API
11 3 (1.24%) Swagger
Miscellaneous
1 39 (16.12%) Analytical Skills
2 14 (5.79%) Reinsurance
3 12 (4.96%) Management Information System
4 11 (4.55%) Cloud Native
5 10 (4.13%) Data Structures
5 10 (4.13%) User Experience
6 8 (3.31%) Credit Risk
6 8 (3.31%) Market Risk
7 6 (2.48%) Mobile App
7 6 (2.48%) Public Cloud
8 5 (2.07%) Blog
8 5 (2.07%) Greenfield Project
9 3 (1.24%) Hybrid Cloud
9 3 (1.24%) Social Media
10 2 (0.83%) Self-Motivation
11 1 (0.41%) Enterprise Software
11 1 (0.41%) Wiki
Operating Systems
1 9 (3.72%) Linux
2 3 (1.24%) Unix
Processes & Methodologies
1 162 (66.94%) Business Intelligence
2 108 (44.63%) ETL
3 100 (41.32%) Analytics
4 97 (40.08%) Data Modelling
5 86 (35.54%) Agile Software Development
6 84 (34.71%) DevOps
7 69 (28.51%) Visualisation
8 61 (25.21%) Data Management
9 48 (19.83%) Continuous Integration
10 47 (19.42%) Data Visualisation
11 38 (15.70%) Metadata Management
12 37 (15.29%) Problem-Solving
13 32 (13.22%) Data Architecture
13 32 (13.22%) Data Governance
13 32 (13.22%) Data Strategy
14 31 (12.81%) Data Engineering
14 31 (12.81%) Data Integration
15 27 (11.16%) Test Automation
16 25 (10.33%) Microservices
17 23 (9.50%) Data Analytics
Programming Languages
1 185 (76.45%) SQL
2 80 (33.06%) Python
3 52 (21.49%) C#
4 29 (11.98%) T-SQL
5 21 (8.68%) Data Analysis Expressions (DAX)
5 21 (8.68%) JavaScript
6 20 (8.26%) R
7 17 (7.02%) PowerShell
8 10 (4.13%) Java
9 9 (3.72%) Scala
10 8 (3.31%) Ruby
10 8 (3.31%) VB
11 7 (2.89%) TypeScript
11 7 (2.89%) U-SQL
12 6 (2.48%) ES7
13 3 (1.24%) ES6
14 2 (0.83%) PL/SQL
15 1 (0.41%) VB.NET
Qualifications
1 14 (5.79%) Security Cleared
2 12 (4.96%) SC Cleared
3 11 (4.55%) Degree
4 6 (2.48%) Computer Science Degree
4 6 (2.48%) Microsoft Certification
5 1 (0.41%) DV Cleared
5 1 (0.41%) Numerate Degree
5 1 (0.41%) PhD
5 1 (0.41%) PMI Certification
5 1 (0.41%) PMP
Quality Assurance & Compliance
1 40 (16.53%) Data Quality
2 29 (11.98%) QA
System Software
1 15 (6.20%) Active Directory
2 10 (4.13%) Docker
3 4 (1.65%) HDFS
4 2 (0.83%) Virtual Machines
4 2 (0.83%) VirtualBox
Systems Management
1 21 (8.68%) Kubernetes
2 8 (3.31%) Failover Clustering
2 8 (3.31%) Opscode Chef
2 8 (3.31%) Puppet
3 7 (2.89%) Terraform
4 4 (1.65%) Ansible
5 2 (0.83%) Docker Swarm
Vendors
1 146 (60.33%) Microsoft
2 87 (35.95%) Databricks
3 21 (8.68%) Google
4 11 (4.55%) Informatica
5 9 (3.72%) Adobe
5 9 (3.72%) Oracle
6 8 (3.31%) Alteryx
7 7 (2.89%) Salesforce.com
8 6 (2.48%) Cloudera
8 6 (2.48%) Intel
9 5 (2.07%) NVIDIA
9 5 (2.07%) SAP
10 3 (1.24%) Dynatrace
10 3 (1.24%) Splunk
10 3 (1.24%) Talend
11 2 (0.83%) Hortonworks
11 2 (0.83%) IBM
11 2 (0.83%) StreamSets
12 1 (0.41%) Atlassian
12 1 (0.41%) UiPath