Period
to 21 September 2020

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 21 September 2020 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
England > London
6 months to
21 Sep 2020
Same period 2019 Same period 2018
Rank 355 508 651
Rank change year-on-year +153 +143 +174
Permanent jobs citing Azure Data Factory 124 234 184
As % of all permanent jobs advertised in London 0.61% 0.42% 0.27%
As % of the Cloud Services category 1.41% 1.18% 0.97%
Number of salaries quoted 79 211 153
Median annual salary £70,000 £75,000 £65,000
Median salary % change year-on-year -6.67% +15.38% -3.70%
10th Percentile £55,000 £51,250 £49,000
90th Percentile £88,750 £90,000 £95,000
England median annual salary £55,000 £70,000 £60,000
% change year-on-year -21.43% +16.67% +20.00%

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 8,807 19,856 19,013
As % of all permanent IT jobs advertised in London 43.26% 35.78% 27.64%
Number of salaries quoted 7,358 16,439 15,363
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £43,750 £35,000 £35,000
90th Percentile £111,250 £97,500 £92,500
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +8.91%

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 21 September 2020.

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 21 September 2020. 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 +95 32 £85,000 +13.33% 8
Azure Data Factory
England

For the 6 months to 21 September 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 London region with a requirement for Azure Data Factory.

1 124 (100.00%) Azure
2 106 (85.48%) SQL
3 88 (70.97%) Business Intelligence
3 88 (70.97%) Data Lake
4 76 (61.29%) Data Warehouse
5 70 (56.45%) Power Platform
6 67 (54.03%) Microsoft
6 67 (54.03%) Analytics
7 66 (53.23%) Databricks
7 66 (53.23%) Power BI
8 65 (52.42%) Agile Software Development
9 62 (50.00%) Azure SQL Database
10 49 (39.52%) SQL Server
11 48 (38.71%) DevOps
12 44 (35.48%) Finance
13 42 (33.87%) ETL
14 41 (33.06%) Python
15 38 (30.65%) Data Engineering
16 34 (27.42%) Data Modelling
17 33 (26.61%) SQL Server Analysis Services
17 33 (26.61%) Azure SQL Data Warehouse
18 31 (25.00%) Cosmos DB
19 29 (23.39%) SQL Server Integration Services
20 27 (21.77%) Git (software)
21 26 (20.97%) Apache Spark
22 25 (20.16%) .NET
22 25 (20.16%) MySQL
23 23 (18.55%) Scrum
24 21 (16.94%) Microsoft Analysis Services
25 20 (16.13%) Migration

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 26 (20.97%) Apache Spark
2 11 (8.87%) Apache
3 9 (7.26%) Cloud Foundry
4 4 (3.23%) SharePoint
5 1 (0.81%) Apache Solr
5 1 (0.81%) Apache Synapse
5 1 (0.81%) Confluence
5 1 (0.81%) Elasticsearch
5 1 (0.81%) Oracle SOA Suite
Applications
1 3 (2.42%) Microsoft Excel
Business Applications
1 2 (1.61%) Dynamics CRM
Cloud Services
1 124 (100.00%) Azure
2 70 (56.45%) Power Platform
3 16 (12.90%) PowerApps
3 16 (12.90%) SaaS
4 15 (12.10%) PaaS
5 14 (11.29%) AWS
6 11 (8.87%) Serverless
7 10 (8.06%) Data Lake Analytics
7 10 (8.06%) Logic Apps
8 9 (7.26%) Amazon EMR
8 9 (7.26%) Azure Functions
9 6 (4.84%) Amazon S3
10 5 (4.03%) AWS CodePipeline
10 5 (4.03%) Dynamics 365
11 4 (3.23%) Amazon CloudWatch
11 4 (3.23%) Amazon SQS
11 4 (3.23%) AWS CloudFormation
11 4 (3.23%) Azure Active Directory
11 4 (3.23%) Datadog
12 2 (1.61%) Office 365
Communications & Networking
1 1 (0.81%) DNS
1 1 (0.81%) Firewall
Database & Business Intelligence
1 88 (70.97%) Data Lake
2 76 (61.29%) Data Warehouse
3 66 (53.23%) Power BI
4 62 (50.00%) Azure SQL Database
5 49 (39.52%) SQL Server
6 33 (26.61%) Azure SQL Data Warehouse
6 33 (26.61%) SQL Server Analysis Services
7 31 (25.00%) Cosmos DB
8 29 (23.39%) SQL Server Integration Services
9 25 (20.16%) MySQL
10 21 (16.94%) Microsoft Analysis Services
11 20 (16.13%) Big Data
12 16 (12.90%) NoSQL
13 13 (10.48%) PostgreSQL
14 12 (9.68%) SQL Server Reporting Services
15 11 (8.87%) Snowflake Schema
16 10 (8.06%) Hadoop
17 9 (7.26%) MS Access
17 9 (7.26%) PolyBase
18 5 (4.03%) Apache Hive
Development Applications
1 27 (21.77%) Git (software)
2 14 (11.29%) Visual Studio
3 11 (8.87%) Selenium
4 9 (7.26%) Cypress.io
5 6 (4.84%) Artifactory
5 6 (4.84%) Jenkins
6 5 (4.03%) Team Foundation Server
7 4 (3.23%) GitLab
7 4 (3.23%) GoCD
7 4 (3.23%) Visual Studio Team System
8 3 (2.42%) xUnit.net
9 2 (1.61%) JUnit
9 2 (1.61%) NUnit
9 2 (1.61%) Octopus Deploy
9 2 (1.61%) SonarQube
9 2 (1.61%) Subversion
9 2 (1.61%) TeamCity
9 2 (1.61%) tSQLt
10 1 (0.81%) SQL Server Management Studio (SSMS)
10 1 (0.81%) Visual Studio Code
General
1 44 (35.48%) Finance
2 15 (12.10%) Marketing
3 14 (11.29%) Banking
4 6 (4.84%) Front Office
5 3 (2.42%) Publishing
6 2 (1.61%) Back Office
7 1 (0.81%) Games
7 1 (0.81%) Housing Association
7 1 (0.81%) Legal
Job Titles
1 49 (39.52%) Data Engineer
2 47 (37.90%) Azure Engineer
3 39 (31.45%) Developer
4 22 (17.74%) Business Intelligence Developer
5 18 (14.52%) Azure Developer
6 14 (11.29%) Consultant
7 12 (9.68%) Data Consultant
8 10 (8.06%) Analyst
8 10 (8.06%) Azure Consultant
8 10 (8.06%) SQL Developer
9 9 (7.26%) Business Intelligence Consultant
9 9 (7.26%) Business Intelligence Manager
9 9 (7.26%) Data Analytics Engineer
9 9 (7.26%) Data Manager
9 9 (7.26%) Power BI Consultant
9 9 (7.26%) SQL BI Developer
10 8 (6.45%) Applications Developer
10 8 (6.45%) ETL Analyst
10 8 (6.45%) Lead Developer
10 8 (6.45%) Test Analyst
Libraries, Frameworks & Software Standards
1 25 (20.16%) .NET
2 17 (13.71%) Kafka
3 10 (8.06%) MDX
4 8 (6.45%) JSON
5 7 (5.65%) .NET Core
5 7 (5.65%) PySpark
6 6 (4.84%) Web Services
7 5 (4.03%) SOAP
8 4 (3.23%) ADO
8 4 (3.23%) AngularJS
8 4 (3.23%) ASP.NET Web API
8 4 (3.23%) Elastic Stack
8 4 (3.23%) HTML
8 4 (3.23%) HTML5
8 4 (3.23%) Sensu
9 3 (2.42%) REST
9 3 (2.42%) RESTful
9 3 (2.42%) XML
9 3 (2.42%) XSLT
10 2 (1.61%) ASP.NET
Miscellaneous
1 19 (15.32%) Greenfield Project
2 9 (7.26%) Analytical Skills
2 9 (7.26%) Data Structures
3 4 (3.23%) Enterprise Software
3 4 (3.23%) PMI
4 3 (2.42%) Management Information System
5 2 (1.61%) Cloud Native
6 1 (0.81%) Analytical Mindset
6 1 (0.81%) Blog
6 1 (0.81%) N-Tier
6 1 (0.81%) Public Cloud
Operating Systems
1 4 (3.23%) Linux
2 2 (1.61%) Unix
2 2 (1.61%) Windows
Processes & Methodologies
1 88 (70.97%) Business Intelligence
2 67 (54.03%) Analytics
3 65 (52.42%) Agile Software Development
4 48 (38.71%) DevOps
5 42 (33.87%) ETL
6 38 (30.65%) Data Engineering
7 34 (27.42%) Data Modelling
8 23 (18.55%) Scrum
9 20 (16.13%) Migration
9 20 (16.13%) SDLC
10 19 (15.32%) Visualisation
11 18 (14.52%) Asset Management
11 18 (14.52%) Test Automation
12 17 (13.71%) Data Analytics
12 17 (13.71%) Data Visualisation
13 16 (12.90%) TDD
14 15 (12.10%) Data Migration
14 15 (12.10%) Fintech
15 14 (11.29%) Stakeholder Management
16 13 (10.48%) CRM
Programming Languages
1 106 (85.48%) SQL
2 41 (33.06%) Python
3 20 (16.13%) Data Analysis Expressions (DAX)
4 19 (15.32%) C#
4 19 (15.32%) Scala
5 11 (8.87%) PowerShell
6 10 (8.06%) Java
7 9 (7.26%) C
7 9 (7.26%) JavaScript
7 9 (7.26%) U-SQL
8 8 (6.45%) T-SQL
9 5 (4.03%) R
10 4 (3.23%) Go
11 2 (1.61%) Bash Shell
12 1 (0.81%) Cypher
12 1 (0.81%) VB
12 1 (0.81%) VB.NET
Qualifications
1 5 (4.03%) Microsoft Certification
2 4 (3.23%) PMI Certification
3 2 (1.61%) Computer Science Degree
3 2 (1.61%) Degree
4 1 (0.81%) MCSA
4 1 (0.81%) Security Cleared
Quality Assurance & Compliance
1 8 (6.45%) Data Quality
2 2 (1.61%) QA
System Software
1 4 (3.23%) Docker
2 2 (1.61%) Active Directory
3 1 (0.81%) HDFS
Systems Management
1 15 (12.10%) Kubernetes
2 10 (8.06%) Terraform
3 6 (4.84%) Nagios
4 4 (3.23%) Ansible
Vendors
1 67 (54.03%) Microsoft
2 66 (53.23%) Databricks
3 11 (8.87%) Oracle
4 9 (7.26%) Tableau
5 5 (4.03%) Google
6 4 (3.23%) Alteryx
6 4 (3.23%) Cloudera
6 4 (3.23%) Foundry
6 4 (3.23%) Palantir
6 4 (3.23%) Splunk
6 4 (3.23%) StreamSets
7 3 (2.42%) Talend
8 2 (1.61%) Facebook
9 1 (0.81%) Actuate
9 1 (0.81%) Atlassian
9 1 (0.81%) Cognos
9 1 (0.81%) IBM
9 1 (0.81%) Netezza
9 1 (0.81%) Teradata