Period
to 30 October 2020

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Azure Data Factory skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Azure Data Factory over the 6 months to 30 October 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Microsoft Azure Data Factory
Central London > City of London
6 months to
30 Oct 2020
Same period 2019 Same period 2018
Rank 95 170 254
Rank change year-on-year +75 +84 -7
Contract jobs citing Azure Data Factory 16 58 5
As % of all contract jobs advertised in the City of London 0.88% 0.97% 0.071%
As % of the Cloud Services category 2.73% 2.88% 0.27%
Number of daily rates quoted 13 51 5
Median daily rate £600 £525 £550
Median daily rate % change year-on-year +14.29% -4.55% +15.79%
10th Percentile £350 £413 £445
90th Percentile £700 £763 £665
Central London median daily rate £550 £525 £550
% change year-on-year +4.76% -4.55% +15.79%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
Central London median hourly rate - - -

Azure Data Factory is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for cloud computing skills.

All Cloud Skills
City of London
Contract vacancies with a requirement for cloud computing skills 587 2,014 1,886
As % of all contract IT jobs advertised in the City of London 32.45% 33.74% 26.80%
Number of daily rates quoted 435 1,590 1,552
Median daily rate £513 £525 £525
Median daily rate % change year-on-year -2.38% - +5.00%
10th Percentile £314 £350 £338
90th Percentile £638 £651 £669
Central London median daily rate £520 £523 £525
% change year-on-year -0.48% -0.48% +5.00%
Number of hourly rates quoted 5 18 13
Median hourly rate £22.50 £21.00 £18.70
Median hourly rate % change year-on-year +7.14% +12.30% +3.89%
10th Percentile £17.00 £18.68 £13.00
90th Percentile £35.00 £35.55 £23.60
Median hourly rate £28.75 £21.00 £18.76
% change year-on-year +36.90% +11.94% -1.26%

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
Contractor Daily Rate Trend in the City of London

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

Daily rate trend for Azure Data Factory in the City of London

Azure Data Factory
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing Azure Data Factory in the City of London over the 6 months to 30 October 2020.

Daily rate histogram for Azure Data Factory in the City of London

For the 6 months to 30 October 2020, IT contractor 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 contract job ads across the City of London region with a requirement for Azure Data Factory.

1 16 (100.00%) Azure
2 15 (93.75%) SQL
3 12 (75.00%) Data Warehouse
3 12 (75.00%) Business Intelligence
4 10 (62.50%) ETL
4 10 (62.50%) Azure SQL Database
5 9 (56.25%) SQL Server Analysis Services
5 9 (56.25%) Agile Software Development
5 9 (56.25%) Microsoft
5 9 (56.25%) Power Platform
6 8 (50.00%) Power BI
6 8 (50.00%) SQL Server Integration Services
7 6 (37.50%) Data Modelling
7 6 (37.50%) SQL Server
8 5 (31.25%) Finance
9 4 (25.00%) Data Lake
9 4 (25.00%) Databricks
9 4 (25.00%) Collaborative Working
9 4 (25.00%) Azure SQL Data Warehouse
9 4 (25.00%) Migration
9 4 (25.00%) T-SQL
9 4 (25.00%) C#
9 4 (25.00%) Data Analysis
9 4 (25.00%) PowerShell
10 3 (18.75%) Test Automation
10 3 (18.75%) Cypress.io
10 3 (18.75%) Data Migration
10 3 (18.75%) Data Validation
10 3 (18.75%) Security Architecture
10 3 (18.75%) Software 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 1 (6.25%) Apache Spark
Cloud Services
1 16 (100.00%) Azure
2 9 (56.25%) Power Platform
3 3 (18.75%) IaaS
4 2 (12.50%) Data Lake Analytics
5 1 (6.25%) AWS
5 1 (6.25%) Azure Active Directory
5 1 (6.25%) Cloud Computing
5 1 (6.25%) GCP
5 1 (6.25%) Logic Apps
5 1 (6.25%) PowerApps
Database & Business Intelligence
1 12 (75.00%) Data Warehouse
2 10 (62.50%) Azure SQL Database
3 9 (56.25%) SQL Server Analysis Services
4 8 (50.00%) Power BI
4 8 (50.00%) SQL Server Integration Services
5 6 (37.50%) SQL Server
6 4 (25.00%) Azure SQL Data Warehouse
6 4 (25.00%) Data Lake
7 3 (18.75%) MS Access
7 3 (18.75%) MySQL
8 2 (12.50%) Microsoft Analysis Services
8 2 (12.50%) SQL Server Reporting Services
9 1 (6.25%) Amazon Redshift
9 1 (6.25%) BigQuery
9 1 (6.25%) GIS
9 1 (6.25%) Hadoop
9 1 (6.25%) Tableau
Development Applications
1 3 (18.75%) Cypress.io
1 3 (18.75%) Selenium
2 2 (12.50%) Visual Studio
General
1 5 (31.25%) Finance
2 3 (18.75%) Retail
3 1 (6.25%) Banking
3 1 (6.25%) Law
3 1 (6.25%) Marketing
Job Titles
1 6 (37.50%) Consultant
2 5 (31.25%) Business Intelligence Consultant
2 5 (31.25%) Developer
2 5 (31.25%) Power BI Consultant
3 3 (18.75%) Azure Consultant
3 3 (18.75%) Data Engineer
3 3 (18.75%) ETL Tester
3 3 (18.75%) SSIS Developer
3 3 (18.75%) Tester
4 2 (12.50%) Analytics Developer
4 2 (12.50%) Azure Developer
4 2 (12.50%) SSAS Developer
4 2 (12.50%) SSRS Developer
5 1 (6.25%) Azure Engineer
5 1 (6.25%) Cloud Engineer
5 1 (6.25%) Cloud Infrastructure Engineer
5 1 (6.25%) Data Migration Developer
5 1 (6.25%) Data Migration Lead
5 1 (6.25%) Infrastructure Engineer
5 1 (6.25%) Lead Developer
Libraries, Frameworks & Software Standards
1 2 (12.50%) MDX
2 1 (6.25%) .NET
2 1 (6.25%) Middleware
2 1 (6.25%) Velocity
Miscellaneous
1 1 (6.25%) Wiki
Operating Systems
1 1 (6.25%) Windows
Processes & Methodologies
1 12 (75.00%) Business Intelligence
2 10 (62.50%) ETL
3 9 (56.25%) Agile Software Development
4 6 (37.50%) Data Modelling
5 4 (25.00%) Collaborative Working
5 4 (25.00%) Data Analysis
5 4 (25.00%) Migration
6 3 (18.75%) Agile Testing
6 3 (18.75%) Analytics
6 3 (18.75%) ATDD
6 3 (18.75%) BDD
6 3 (18.75%) Data Migration
6 3 (18.75%) Data Validation
6 3 (18.75%) Enterprise Architecture
6 3 (18.75%) Scenario Testing
6 3 (18.75%) Security Architecture
6 3 (18.75%) Software Testing
6 3 (18.75%) TDD
6 3 (18.75%) Test Automation
6 3 (18.75%) Traceability Matrix
Programming Languages
1 15 (93.75%) SQL
2 4 (25.00%) C#
2 4 (25.00%) PowerShell
2 4 (25.00%) T-SQL
3 3 (18.75%) Python
4 2 (12.50%) Data Analysis Expressions (DAX)
4 2 (12.50%) Java
5 1 (6.25%) Bash Shell
5 1 (6.25%) PHP
5 1 (6.25%) R
Quality Assurance & Compliance
1 1 (6.25%) Data Quality
1 1 (6.25%) QA
System Software
1 1 (6.25%) Active Directory
1 1 (6.25%) Virtual Machines
Systems Management
1 1 (6.25%) Terraform
Vendors
1 9 (56.25%) Microsoft
2 4 (25.00%) Databricks
3 3 (18.75%) Oracle
4 1 (6.25%) Google