Period
to 20 August 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 20 August 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
20 Aug 2019
Same period 2018 Same period 2017
Rank 189 251 -
Rank change year-on-year +62 - -
Contract jobs citing Azure Data Factory 52 8 0
As % of all contract IT jobs advertised in the City of London 0.81% 0.11% -
As % of the Cloud Services category 2.41% 0.43% -
Number of daily rates quoted 45 8 0
City of London median daily rate £525 £563 -
Median daily rate % change year-on-year -6.67% - -
Central London median daily rate £519 £563 -
% change year-on-year -7.78% - -
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 2,154 1,873 1,070
As % of all contract IT jobs advertised in the City of London 33.64% 26.70% 16.19%
Number of daily rates quoted 1,707 1,528 840
City of London median daily rate £525 £525 £500
Median daily rate % change year-on-year - +5.00% +5.26%
10th Percentile £363 £354 £310
90th Percentile £675 £675 £638
Central London median daily rate £525 £513 £500
% change year-on-year +2.44% +2.50% +5.26%
Number of hourly rates quoted 16 11 21
City of London median hourly rate £21.25 £20.00 £21.00
Median hourly rate % change year-on-year +6.25% -4.76% -12.50%
10th Percentile £18.56 £16.25 £12.88
90th Percentile £58.13 £33.00 £29.77
Central London median hourly rate £21.25 £20.00 £19.00
% change year-on-year +6.25% +5.26% -20.83%

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 20 August 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 20 August 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 - 5 £550 -
Azure Data Factory
Central London

For the 6 months to 20 August 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 52 (100.00%) Microsoft Azure
2 36 (69.23%) Microsoft
3 29 (55.77%) Business Intelligence
3 29 (55.77%) SQL Server
4 28 (53.85%) SQL
4 28 (53.85%) Data Warehouse
5 26 (50.00%) Data Lake
6 21 (40.38%) T-SQL
7 19 (36.54%) ETL
8 18 (34.62%) DevOps
9 17 (32.69%) SQL Server Integration Services
9 17 (32.69%) C#
9 17 (32.69%) Finance
9 17 (32.69%) Power Platform
9 17 (32.69%) Power BI
9 17 (32.69%) SQL Server 2017
10 16 (30.77%) Azure SQL Database
10 16 (30.77%) Git (software)
11 13 (25.00%) Azure SQL Data Warehouse
11 13 (25.00%) Dimensional Modelling
12 12 (23.08%) Data Modelling
12 12 (23.08%) Agile Software Development
13 11 (21.15%) Test Automation
14 10 (19.23%) Pentaho
14 10 (19.23%) PowerShell
14 10 (19.23%) Data Integration
14 10 (19.23%) Tableau
14 10 (19.23%) Jenkins
14 10 (19.23%) Python
14 10 (19.23%) Cosmos DB

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 6 (11.54%) Apache Spark
Applications
1 1 (1.92%) Microsoft Excel
Cloud Services
1 52 (100.00%) Microsoft Azure
2 17 (32.69%) Power Platform
3 8 (15.38%) Azure Functions
3 8 (15.38%) Serverless
4 7 (13.46%) Data Lake Analytics
5 4 (7.69%) Azure Active Directory
6 3 (5.77%) Amazon AWS
7 2 (3.85%) IaaS
7 2 (3.85%) PaaS
8 1 (1.92%) Amazon S3
8 1 (1.92%) Azure ExpressRoute
8 1 (1.92%) Azure Stack
8 1 (1.92%) GitHub
8 1 (1.92%) Google Cloud Platform
8 1 (1.92%) Office 365
8 1 (1.92%) SaaS
Database & Business Intelligence
1 29 (55.77%) SQL Server
2 28 (53.85%) Data Warehouse
3 26 (50.00%) Data Lake
4 17 (32.69%) Power BI
4 17 (32.69%) SQL Server 2017
4 17 (32.69%) SQL Server Integration Services
5 16 (30.77%) Azure SQL Database
6 13 (25.00%) Azure SQL Data Warehouse
7 10 (19.23%) Cosmos DB
7 10 (19.23%) Pentaho
8 9 (17.31%) SQL Server Analysis Services
9 8 (15.38%) SQL Server Reporting Services
10 7 (13.46%) Hadoop
10 7 (13.46%) Microsoft Analysis Services
10 7 (13.46%) SQL Server 2014
11 6 (11.54%) Big Data
12 3 (5.77%) NoSQL
12 3 (5.77%) Relational Database
13 2 (3.85%) HDInsight
14 1 (1.92%) Enterprise Data Warehouse
Development Applications
1 16 (30.77%) Git (software)
2 10 (19.23%) Jenkins
3 9 (17.31%) Visual Studio Team System
4 6 (11.54%) Visual Studio
5 4 (7.69%) TeamCity
6 3 (5.77%) Octopus Deploy
6 3 (5.77%) SpecFlow
6 3 (5.77%) tSQLt
7 2 (3.85%) Team Foundation Server
8 1 (1.92%) Atlassian Bamboo
8 1 (1.92%) Cucumber
8 1 (1.92%) JIRA
8 1 (1.92%) JIRA Agile
8 1 (1.92%) Maven
General
1 17 (32.69%) Finance
2 3 (5.77%) Retail
3 1 (1.92%) Banking
3 1 (1.92%) Environmental Health
3 1 (1.92%) Investment Banking
Job Titles
1 15 (28.85%) Architect
2 14 (26.92%) Azure Architect
3 11 (21.15%) Developer
4 10 (19.23%) Azure DevOps
4 10 (19.23%) Azure Engineer
4 10 (19.23%) Business Intelligence Developer
5 8 (15.38%) Data Architect
5 8 (15.38%) SQL BI Developer
5 8 (15.38%) SQL Developer
6 7 (13.46%) Azure Developer
6 7 (13.46%) Data Engineer
6 7 (13.46%) DevOps Engineer
7 6 (11.54%) Azure DevOps Engineer
7 6 (11.54%) Pentaho Developer
8 5 (9.62%) ETL Developer
8 5 (9.62%) Solutions Architect
9 3 (5.77%) Data Warehouse Architect
9 3 (5.77%) DevOps Architect
9 3 (5.77%) Lead DevOps Engineer
9 3 (5.77%) Technical Leader
Libraries, Frameworks & Software Standards
1 9 (17.31%) .NET
2 4 (7.69%) REST
3 3 (5.77%) Velocity
4 2 (3.85%) JSON
4 2 (3.85%) MDX
4 2 (3.85%) Web Services
4 2 (3.85%) XML
5 1 (1.92%) .NET Framework
5 1 (1.92%) Gherkin
5 1 (1.92%) Kafka
Miscellaneous
1 4 (7.69%) Analytical Skills
2 2 (3.85%) Greenfield Project
3 1 (1.92%) Data Structures
3 1 (1.92%) Hybrid Cloud
3 1 (1.92%) Linux Command Line
3 1 (1.92%) Public Cloud
Operating Systems
1 2 (3.85%) Windows
2 1 (1.92%) Unix
Processes & Methodologies
1 29 (55.77%) Business Intelligence
2 19 (36.54%) ETL
3 18 (34.62%) DevOps
4 13 (25.00%) Dimensional Modelling
5 12 (23.08%) Agile Software Development
5 12 (23.08%) Data Modelling
6 11 (21.15%) Test Automation
7 10 (19.23%) Data Integration
8 9 (17.31%) Analytics
8 9 (17.31%) Continuous Delivery
9 8 (15.38%) Migration
10 6 (11.54%) Deployment Automation
11 5 (9.62%) Mentoring
12 4 (7.69%) Data Engineering
12 4 (7.69%) Scrum
13 3 (5.77%) Data Ingestion
13 3 (5.77%) Problem-Solving
13 3 (5.77%) Release Management
13 3 (5.77%) Service Design
13 3 (5.77%) User Acceptance Testing
Programming Languages
1 28 (53.85%) SQL
2 21 (40.38%) T-SQL
3 17 (32.69%) C#
4 10 (19.23%) PowerShell
4 10 (19.23%) Python
5 5 (9.62%) U-SQL
6 2 (3.85%) Data Analysis Expressions (DAX)
6 2 (3.85%) Java
6 2 (3.85%) Scala
7 1 (1.92%) R
Qualifications
1 1 (1.92%) SC Cleared
1 1 (1.92%) Security Cleared
Quality Assurance & Compliance
1 3 (5.77%) QA
System Software
1 4 (7.69%) Active Directory
2 2 (3.85%) Docker
3 1 (1.92%) Virtual Machines
Systems Management
1 1 (1.92%) Ansible
1 1 (1.92%) Kubernetes
1 1 (1.92%) Microsoft Intune
1 1 (1.92%) Puppet
1 1 (1.92%) SCCM
1 1 (1.92%) Terraform
Vendors
1 36 (69.23%) Microsoft
2 10 (19.23%) Tableau
3 9 (17.31%) Databricks