Period
to 12 June 2021

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 12 June 2021 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
12 Jun 2021
Same period 2020 Same period 2019
Rank 138 127 199
Rank change year-on-year -11 +72 +46
Contract jobs citing Azure Data Factory 18 17 34
As % of all contract jobs advertised in the City of London 0.61% 0.59% 0.53%
As % of the Cloud Services category 1.69% 1.89% 1.68%
Number of daily rates quoted 18 13 31
10th Percentile £463 " £413
25th Percentile £518 £463 £463
Median daily rate (50th Percentile) £575 £500 £513
Median % change year-on-year +15.00% -2.44% -2.38%
75th Percentile £703 £538 £606
90th Percentile £805 £595 £725
Central London median daily rate £550 £491 £510
% change year-on-year +11.96% -3.68% -2.86%

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 1,068 900 2,028
As % of all contract IT jobs advertised in the City of London 36.19% 31.20% 31.69%
Number of daily rates quoted 791 707 1,620
10th Percentile £363 £304 £369
25th Percentile £450 £413 £450
Median daily rate (50th Percentile) £538 £500 £525
Median % change year-on-year +7.50% -4.76% +3.96%
75th Percentile £625 £600 £600
90th Percentile £700 £675 £675
Central London median daily rate £538 £500 £525
% change year-on-year +7.50% -4.76% +5.00%
Number of hourly rates quoted 6 6 10
10th Percentile £13.50 £20.36 £12.05
25th Percentile £13.69 £29.07 £13.84
Median hourly rate £18.38 £43.95 £20.25
Median % change year-on-year -58.19% +117.04% -18.18%
75th Percentile £24.82 £55.06 £23.50
90th Percentile £27.34 £59.38 £28.56
Central London median hourly rate £18.38 £41.40 £20.00
% change year-on-year -55.62% +107.00% -4.76%

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 12 June 2021.

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

For the 6 months to 12 June 2021, 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 18 (100.00%) Azure
2 10 (55.56%) SQL
2 10 (55.56%) SQL Server
2 10 (55.56%) Python
3 9 (50.00%) Business Intelligence
3 9 (50.00%) Data Warehouse
4 8 (44.44%) Data Modelling
4 8 (44.44%) ETL
4 8 (44.44%) Microsoft
4 8 (44.44%) Analytics
4 8 (44.44%) Power BI
4 8 (44.44%) Databricks
4 8 (44.44%) Power Platform
5 7 (38.89%) Data Lake
5 7 (38.89%) Finance
5 7 (38.89%) SQL Server Integration Services
6 6 (33.33%) Agile Software Development
6 6 (33.33%) Data Engineering
7 5 (27.78%) Azure Synapse Analytics
7 5 (27.78%) Java
7 5 (27.78%) Azure SQL Database
8 4 (22.22%) Data Integration
8 4 (22.22%) REST
8 4 (22.22%) JSON
8 4 (22.22%) Release Management
8 4 (22.22%) Kanban
8 4 (22.22%) SOAP
8 4 (22.22%) C#
8 4 (22.22%) XML
8 4 (22.22%) Management Information System

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 2 (11.11%) Apache Airflow
Business Applications
1 2 (11.11%) Dynamics CRM
Cloud Services
1 18 (100.00%) Azure
2 8 (44.44%) Power Platform
3 5 (27.78%) Azure Synapse Analytics
4 2 (11.11%) Azure Logic Apps
4 2 (11.11%) Power Automate
4 2 (11.11%) Zapier
5 1 (5.56%) Azure Data Lake Analytics
5 1 (5.56%) Azure Machine Learning
5 1 (5.56%) PowerApps
5 1 (5.56%) Snowflake
Database & Business Intelligence
1 10 (55.56%) SQL Server
2 9 (50.00%) Data Warehouse
3 8 (44.44%) Power BI
4 7 (38.89%) Data Lake
4 7 (38.89%) SQL Server Integration Services
5 5 (27.78%) Azure SQL Database
6 3 (16.67%) SQL Server Analysis Services
7 2 (11.11%) Delta Lake
7 2 (11.11%) Microsoft Analysis Services
8 1 (5.56%) Azure SQL Data Warehouse
8 1 (5.56%) Big Data
8 1 (5.56%) PostgreSQL
8 1 (5.56%) SQL Server Reporting Services
Development Applications
1 2 (11.11%) Git (software)
2 1 (5.56%) Visual Studio
General
1 7 (38.89%) Finance
2 1 (5.56%) Banking
2 1 (5.56%) Manufacturing
Job Titles
1 7 (38.89%) Data Engineer
2 6 (33.33%) Developer
3 3 (16.67%) ETL Developer
3 3 (16.67%) Lead Developer
4 2 (11.11%) Azure Developer
4 2 (11.11%) Senior Data Engineer
5 1 (5.56%) Analytics Developer
5 1 (5.56%) Architect
5 1 (5.56%) Azure Engineer
5 1 (5.56%) Business Intelligence Developer
5 1 (5.56%) Data Warehouse Developer
5 1 (5.56%) Integration Developer
5 1 (5.56%) Integration Engineer
5 1 (5.56%) Solutions Architect
5 1 (5.56%) SSRS Developer
5 1 (5.56%) Systems Engineer
5 1 (5.56%) Systems Integration Engineer
5 1 (5.56%) Technical Leader
Libraries, Frameworks & Software Standards
1 4 (22.22%) JSON
1 4 (22.22%) REST
1 4 (22.22%) SOAP
1 4 (22.22%) XML
2 2 (11.11%) Kafka
2 2 (11.11%) PySpark
3 1 (5.56%) MDX
3 1 (5.56%) Node.js
3 1 (5.56%) Web Services
Miscellaneous
1 4 (22.22%) Management Information System
2 1 (5.56%) Algorithms
2 1 (5.56%) Fixed Income
2 1 (5.56%) Mashup
Processes & Methodologies
1 9 (50.00%) Business Intelligence
2 8 (44.44%) Analytics
2 8 (44.44%) Data Modelling
2 8 (44.44%) ETL
3 6 (33.33%) Agile Software Development
3 6 (33.33%) Data Engineering
4 4 (22.22%) Data Analytics
4 4 (22.22%) Data Integration
4 4 (22.22%) Infrastructure as Code
4 4 (22.22%) Kanban
4 4 (22.22%) Problem-Solving
4 4 (22.22%) Release Management
4 4 (22.22%) Scrum
5 3 (16.67%) Dashboard Development
5 3 (16.67%) ETL Development
5 3 (16.67%) Kimball Methodology
5 3 (16.67%) Machine Learning
5 3 (16.67%) Master Data Management
5 3 (16.67%) Performance Tuning
5 3 (16.67%) Root Cause Analysis
Programming Languages
1 10 (55.56%) Python
1 10 (55.56%) SQL
2 5 (27.78%) Java
3 4 (22.22%) C#
4 3 (16.67%) PowerShell
5 2 (11.11%) Bash Shell
5 2 (11.11%) JavaScript
6 1 (5.56%) Data Analysis Expressions (DAX)
6 1 (5.56%) R
6 1 (5.56%) Scala
6 1 (5.56%) T-SQL
Qualifications
1 1 (5.56%) TOGAF Certification
Quality Assurance & Compliance
1 2 (11.11%) Data Quality
Vendors
1 8 (44.44%) Databricks
1 8 (44.44%) Microsoft
2 2 (11.11%) HubSpot
2 2 (11.11%) MuleSoft
2 2 (11.11%) Salesforce.com
3 1 (5.56%) Oracle