Period
to 14 December 2019

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 14 December 2019 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
14 Dec 2019
Same period 2018 Same period 2017
Rank 158 245 256
Rank change year-on-year +87 +11 -17
Contract jobs citing Azure Data Factory 55 10 2
As % of all contract IT jobs advertised in the City of London 1.00% 0.14% 0.028%
As % of the Cloud Services category 2.93% 0.51% 0.15%
Number of daily rates quoted 47 9 2
City of London median daily rate £512 £465 £463
Median daily rate % change year-on-year +10.11% +0.54% -11.90%
10th Percentile £413 £383 £429
90th Percentile £730 £600 £486
Central London median daily rate £512 £465 £463
% change year-on-year +10.11% +0.54% -11.90%
Number of hourly rates quoted 0 0 0
City of London 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 1,875 1,952 1,348
As % of all contract IT jobs advertised in the City of London 33.98% 27.42% 18.75%
Number of daily rates quoted 1,452 1,578 1,077
City of London median daily rate £525 £514 £500
Median daily rate % change year-on-year +2.14% +2.80% -
10th Percentile £325 £320 £319
90th Percentile £660 £664 £638
Central London median daily rate £520 £525 £500
% change year-on-year -0.95% +5.00% -
Number of hourly rates quoted 20 12 24
City of London median hourly rate £20.92 £17.50 £18.00
Median hourly rate % change year-on-year +19.51% -2.78% -45.86%
10th Percentile £18.50 £13.00 £11.25
90th Percentile £28.95 £23.75 £30.26
Central London median hourly rate £20.83 £18.76 £19.00
% change year-on-year +11.03% -1.26% -39.68%

Azure Data Factory
Job Vacancy Trend in the City of London

Job postings citing Azure Data Factory as a percentage 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

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Azure Data Factory in the City of London.

Contractor daily rate trend for Azure Data Factory in the City of London

Azure Data Factory
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Azure Data Factory in the City of London over the 6 months to 14 December 2019.

Contractor daily rate histogram for Azure Data Factory in the City of London

Azure Data Factory
Contract Job Locations in the City of London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Azure Data Factory within the City of London region over the 6 months to 14 December 2019. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London Bridge - 10 £525 -
Azure Data Factory
Central London

For the 6 months to 14 December 2019, 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 55 (100.00%) Azure
2 34 (61.82%) Microsoft
3 33 (60.00%) SQL
4 32 (58.18%) Data Lake
5 26 (47.27%) Azure SQL Database
6 23 (41.82%) Business Intelligence
7 22 (40.00%) C#
8 21 (38.18%) DevOps
9 20 (36.36%) Analytics
9 20 (36.36%) SQL Server
10 18 (32.73%) Power BI
10 18 (32.73%) Power Platform
11 17 (30.91%) Agile Software Development
12 14 (25.45%) SQL Server Integration Services
12 14 (25.45%) Python
12 14 (25.45%) Data Warehouse
12 14 (25.45%) Databricks
13 13 (23.64%) .NET
13 13 (23.64%) Test Automation
14 12 (21.82%) Finance
14 12 (21.82%) Data Lake Analytics
15 11 (20.00%) Serverless
15 11 (20.00%) Azure Functions
15 11 (20.00%) Active Directory
16 10 (18.18%) Migration
16 10 (18.18%) T-SQL
16 10 (18.18%) Mentoring
17 9 (16.36%) Azure Active Directory
17 9 (16.36%) Data Modelling
17 9 (16.36%) ETL

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 (3.64%) SharePoint
Business Applications
1 3 (5.45%) Dynamics CRM
Cloud Services
1 55 (100.00%) Azure
2 18 (32.73%) Power Platform
3 12 (21.82%) Data Lake Analytics
4 11 (20.00%) Azure Functions
4 11 (20.00%) Serverless
5 9 (16.36%) Azure Active Directory
6 6 (10.91%) Azure Stack
7 3 (5.45%) Dynamics 365
8 2 (3.64%) AWS
8 2 (3.64%) Office 365
8 2 (3.64%) PaaS
9 1 (1.82%) Amazon S3
9 1 (1.82%) GitHub
Database & Business Intelligence
1 32 (58.18%) Data Lake
2 26 (47.27%) Azure SQL Database
3 20 (36.36%) SQL Server
4 18 (32.73%) Power BI
5 14 (25.45%) Data Warehouse
5 14 (25.45%) SQL Server Integration Services
6 9 (16.36%) Azure SQL Data Warehouse
7 8 (14.55%) SQL Server 2017
7 8 (14.55%) SQL Server Analysis Services
7 8 (14.55%) SQL Server Reporting Services
8 6 (10.91%) Microsoft Analysis Services
9 5 (9.09%) Pentaho
10 4 (7.27%) Cosmos DB
10 4 (7.27%) Relational Database
11 3 (5.45%) SQL Server 2014
12 1 (1.82%) Big Data
12 1 (1.82%) Hadoop
12 1 (1.82%) MySQL
12 1 (1.82%) NoSQL
12 1 (1.82%) SQL Server 2016
Development Applications
1 6 (10.91%) Git (software)
2 5 (9.09%) Visual Studio
2 5 (9.09%) Visual Studio Team System
3 4 (7.27%) Jenkins
4 3 (5.45%) Selenium
5 2 (3.64%) Cucumber
5 2 (3.64%) NUnit
5 2 (3.64%) SQL Server Management Studio (SSMS)
6 1 (1.82%) Atlassian Bamboo
6 1 (1.82%) Maven
6 1 (1.82%) Mocha
6 1 (1.82%) Spock
6 1 (1.82%) TeamCity
General
1 12 (21.82%) Finance
Job Titles
1 21 (38.18%) Developer
2 12 (21.82%) Architect
2 12 (21.82%) Azure Developer
3 11 (20.00%) Azure Engineer
4 9 (16.36%) Azure Architect
5 8 (14.55%) Azure DevOps
6 7 (12.73%) Data Architect
7 6 (10.91%) Business Intelligence Developer
7 6 (10.91%) C# Developer
7 6 (10.91%) Data Engineer
7 6 (10.91%) SQL Developer
8 4 (7.27%) Azure DevOps Engineer
8 4 (7.27%) DevOps Engineer
8 4 (7.27%) Pentaho Developer
8 4 (7.27%) SQL BI Developer
9 3 (5.45%) Applications Developer
9 3 (5.45%) DevOps Architect
9 3 (5.45%) SSAS Developer
9 3 (5.45%) SSIS Developer
9 3 (5.45%) SSRS Developer
Libraries, Frameworks & Software Standards
1 13 (23.64%) .NET
2 4 (7.27%) MDX
2 4 (7.27%) REST
3 2 (3.64%) HTML
4 1 (1.82%) .NET Framework
4 1 (1.82%) Gherkin
4 1 (1.82%) Kafka
Miscellaneous
1 2 (3.64%) User Experience
2 1 (1.82%) Analytical Skills
2 1 (1.82%) Linux Command Line
Operating Systems
1 4 (7.27%) Windows
1 4 (7.27%) Windows Server 2008
1 4 (7.27%) Windows Server 2012
2 1 (1.82%) Unix
2 1 (1.82%) VMS
Processes & Methodologies
1 23 (41.82%) Business Intelligence
2 21 (38.18%) DevOps
3 20 (36.36%) Analytics
4 17 (30.91%) Agile Software Development
5 13 (23.64%) Test Automation
6 10 (18.18%) Mentoring
6 10 (18.18%) Migration
7 9 (16.36%) Data Modelling
7 9 (16.36%) ETL
8 8 (14.55%) Dimensional Modelling
9 6 (10.91%) Continuous Delivery
10 5 (9.09%) Adaptive Web Design
10 5 (9.09%) Continuous Improvement
10 5 (9.09%) CRM
10 5 (9.09%) Data Integration
10 5 (9.09%) Scrum
11 4 (7.27%) Data Visualisation
11 4 (7.27%) Visualisation
12 3 (5.45%) Deployment Automation
12 3 (5.45%) Infrastructure as Code
Programming Languages
1 33 (60.00%) SQL
2 22 (40.00%) C#
3 14 (25.45%) Python
4 10 (18.18%) T-SQL
5 7 (12.73%) Scala
6 6 (10.91%) PowerShell
7 4 (7.27%) Data Analysis Expressions (DAX)
8 1 (1.82%) C
Quality Assurance & Compliance
1 3 (5.45%) QA
System Software
1 11 (20.00%) Active Directory
2 6 (10.91%) Virtual Machines
3 1 (1.82%) Docker
Systems Management
1 1 (1.82%) Ansible
1 1 (1.82%) Kubernetes
1 1 (1.82%) Terraform
Vendors
1 34 (61.82%) Microsoft
2 14 (25.45%) Databricks
3 6 (10.91%) Tableau
4 1 (1.82%) Atlassian