Period
to 26 May 2020

The following table provides summary statistics for contract job vacancies advertised in 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 26 May 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
England > London
6 months to
26 May 2020
Same period 2019 Same period 2018
Rank 303 426 567
Rank change year-on-year +123 +141 -6
Contract jobs citing Azure Data Factory 121 181 76
As % of all contract jobs advertised in London 0.62% 0.45% 0.17%
As % of the Cloud Services category 1.82% 1.46% 0.68%
Number of daily rates quoted 76 146 58
Median daily rate £481 £500 £475
Median daily rate % change year-on-year -3.75% +5.26% -13.64%
10th Percentile £409 £375 £400
90th Percentile £619 £653 £654
England median daily rate £481 £500 £500
% change year-on-year -3.75% - -9.09%
Number of hourly rates quoted 1 0 0
Median hourly rate £35.00 - -
England median hourly rate £35.00 - £50.00

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

All Cloud Skills
London
Contract vacancies with a requirement for cloud computing skills 6,662 12,390 11,181
As % of all contract IT jobs advertised in London 33.97% 30.84% 24.33%
Number of daily rates quoted 4,787 8,936 8,184
Median daily rate £525 £525 £500
Median daily rate % change year-on-year - +5.00% -
10th Percentile £325 £350 £325
90th Percentile £700 £675 £656
England median daily rate £500 £500 £475
% change year-on-year - +5.26% +5.56%
Number of hourly rates quoted 73 87 98
Median hourly rate £35.00 £27.00 £26.60
Median hourly rate % change year-on-year +29.63% +1.52% +39.97%
10th Percentile £17.60 £13.80 £14.10
90th Percentile £52.00 £70.00 £90.38
Median hourly rate £31.25 £21.75 £20.00
% change year-on-year +43.68% +8.75% +5.49%

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
Contractor Daily Rate Trend in London

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

Daily rate trend for Azure Data Factory in London

Azure Data Factory
Daily Rate Histogram in London

Daily rate distribution for jobs citing Azure Data Factory in London over the 6 months to 26 May 2020.

Daily rate histogram for Azure Data Factory in London

Azure Data Factory
Contract Job Locations in 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 London region over the 6 months to 26 May 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +110 31 £475 -1.81% 3
West London +58 8 £465 -2.11%
South London +39 7 £475 -13.64%
Azure Data Factory
England

For the 6 months to 26 May 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 London region with a requirement for Azure Data Factory.

1 121 (100.00%) Azure
2 90 (74.38%) SQL
3 71 (58.68%) Data Lake
4 69 (57.02%) Microsoft
5 64 (52.89%) Data Warehouse
6 61 (50.41%) Business Intelligence
7 56 (46.28%) DevOps
8 54 (44.63%) SQL Server
9 49 (40.50%) Azure SQL Database
10 45 (37.19%) Databricks
10 45 (37.19%) Power Platform
11 44 (36.36%) Power BI
11 44 (36.36%) Agile Software Development
12 40 (33.06%) ETL
13 38 (31.40%) SQL Server Integration Services
14 35 (28.93%) C#
15 34 (28.10%) Analytics
16 32 (26.45%) SQL Server Analysis Services
17 30 (24.79%) Python
18 27 (22.31%) Data Modelling
18 27 (22.31%) Data Engineering
18 27 (22.31%) Azure SQL Data Warehouse
19 25 (20.66%) T-SQL
20 23 (19.01%) Microsoft Analysis Services
20 23 (19.01%) Scrum
20 23 (19.01%) Analytical Skills
21 21 (17.36%) Kimball Methodology
21 21 (17.36%) Git (software)
22 18 (14.88%) Finance
22 18 (14.88%) Visual Studio Team System

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 11 (9.09%) Apache Spark
2 2 (1.65%) Apache Pig
2 2 (1.65%) Cloud Foundry
2 2 (1.65%) SharePoint
Applications
1 2 (1.65%) Microsoft Excel
Business Applications
1 1 (0.83%) SAP Oil and Gas
Cloud Services
1 121 (100.00%) Azure
2 45 (37.19%) Power Platform
3 15 (12.40%) Logic Apps
4 9 (7.44%) Azure Stack
5 8 (6.61%) PaaS
6 6 (4.96%) Azure Functions
6 6 (4.96%) Azure Machine Learning
6 6 (4.96%) Serverless
7 5 (4.13%) Azure Active Directory
8 2 (1.65%) Amazon EC2
8 2 (1.65%) Amazon S3
8 2 (1.65%) AWS
8 2 (1.65%) Data Lake Analytics
8 2 (1.65%) Dynamics 365
9 1 (0.83%) Datadog
9 1 (0.83%) GitHub
9 1 (0.83%) PowerApps
9 1 (0.83%) WhatsApp
Communications & Networking
1 2 (1.65%) DNS
1 2 (1.65%) Firewall
2 1 (0.83%) Skype
Database & Business Intelligence
1 71 (58.68%) Data Lake
2 64 (52.89%) Data Warehouse
3 54 (44.63%) SQL Server
4 49 (40.50%) Azure SQL Database
5 44 (36.36%) Power BI
6 38 (31.40%) SQL Server Integration Services
7 32 (26.45%) SQL Server Analysis Services
8 27 (22.31%) Azure SQL Data Warehouse
9 23 (19.01%) Microsoft Analysis Services
10 16 (13.22%) Big Data
11 15 (12.40%) Cosmos DB
12 12 (9.92%) Snowflake Schema
13 10 (8.26%) Relational Database
14 9 (7.44%) NoSQL
15 7 (5.79%) HDInsight
15 7 (5.79%) SQL Server Reporting Services
16 5 (4.13%) MySQL
16 5 (4.13%) OLAP
16 5 (4.13%) SQL Server 2014
16 5 (4.13%) SQL Server 2017
Development Applications
1 21 (17.36%) Git (software)
2 18 (14.88%) Visual Studio Team System
3 7 (5.79%) SpecFlow
3 7 (5.79%) Visual Studio
4 5 (4.13%) Artifactory
4 5 (4.13%) GitLab
5 4 (3.31%) Selenium
6 3 (2.48%) Team Foundation Server
7 2 (1.65%) NUnit
8 1 (0.83%) JUnit
8 1 (0.83%) Postman
8 1 (0.83%) SonarQube
8 1 (0.83%) Subversion
General
1 18 (14.88%) Finance
2 10 (8.26%) Retail
3 6 (4.96%) Front Office
4 5 (4.13%) Pharmaceutical
4 5 (4.13%) Public Sector
5 3 (2.48%) Banking
5 3 (2.48%) Investment Banking
5 3 (2.48%) Legal
6 1 (0.83%) Financial Institution
Job Titles
1 60 (49.59%) Azure Engineer
2 51 (42.15%) Data Engineer
3 29 (23.97%) Developer
4 13 (10.74%) DevOps Engineer
5 11 (9.09%) Architect
6 9 (7.44%) Azure Developer
6 9 (7.44%) Azure DevOps Engineer
7 8 (6.61%) Azure Architect
7 8 (6.61%) Big Data Engineer
7 8 (6.61%) Data Architect
7 8 (6.61%) SQL Developer
8 7 (5.79%) ETL Developer
9 6 (4.96%) Azure DevOps
9 6 (4.96%) Business Intelligence Developer
10 5 (4.13%) Azure Consultant
10 5 (4.13%) Consultant
11 4 (3.31%) C# Developer
11 4 (3.31%) Data Modeller
11 4 (3.31%) Python Engineer
11 4 (3.31%) SSIS Developer
Libraries, Frameworks & Software Standards
1 14 (11.57%) .NET
2 7 (5.79%) PySpark
3 6 (4.96%) JSON
4 5 (4.13%) Web Services
5 4 (3.31%) ADO
5 4 (3.31%) XML
6 3 (2.48%) Kafka
6 3 (2.48%) RabbitMQ
6 3 (2.48%) Velocity
7 2 (1.65%) .NET Framework
7 2 (1.65%) EDI
7 2 (1.65%) MDX
7 2 (1.65%) REST
7 2 (1.65%) YAML
8 1 (0.83%) ASP.NET
8 1 (0.83%) HTML
8 1 (0.83%) jQuery
8 1 (0.83%) LINQ
8 1 (0.83%) Middleware
8 1 (0.83%) OAuth
Miscellaneous
1 23 (19.01%) Analytical Skills
2 7 (5.79%) Enterprise Software
3 5 (4.13%) FMCG
3 5 (4.13%) Greenfield Project
4 4 (3.31%) PMI
5 2 (1.65%) Cloud Native
5 2 (1.65%) User Experience
6 1 (0.83%) NHS
6 1 (0.83%) Self-Motivation
Operating Systems
1 11 (9.09%) Windows
2 4 (3.31%) Linux
2 4 (3.31%) Windows Server 2008
2 4 (3.31%) Windows Server 2012
2 4 (3.31%) Windows Server 2016
3 2 (1.65%) Debian
3 2 (1.65%) Red Hat Enterprise Linux
3 2 (1.65%) Ubuntu
Processes & Methodologies
1 61 (50.41%) Business Intelligence
2 56 (46.28%) DevOps
3 44 (36.36%) Agile Software Development
4 40 (33.06%) ETL
5 34 (28.10%) Analytics
6 27 (22.31%) Data Engineering
6 27 (22.31%) Data Modelling
7 23 (19.01%) Scrum
8 21 (17.36%) Kimball Methodology
9 16 (13.22%) Test Automation
10 14 (11.57%) Data Architecture
11 13 (10.74%) Dimensional Modelling
11 13 (10.74%) Visualisation
12 11 (9.09%) Change Management
12 11 (9.09%) Kanban
13 10 (8.26%) E-Commerce
14 8 (6.61%) Data Analysis
14 8 (6.61%) Refactoring
15 7 (5.79%) BDD
15 7 (5.79%) Machine Learning
Programming Languages
1 90 (74.38%) SQL
2 35 (28.93%) C#
3 30 (24.79%) Python
4 25 (20.66%) T-SQL
5 18 (14.88%) PowerShell
6 11 (9.09%) Data Analysis Expressions (DAX)
7 8 (6.61%) Java
8 5 (4.13%) Scala
9 4 (3.31%) C
10 3 (2.48%) JavaScript
10 3 (2.48%) R
11 2 (1.65%) Bash Shell
11 2 (1.65%) Perl
11 2 (1.65%) PHP
11 2 (1.65%) VBA
11 2 (1.65%) VC++
12 1 (0.83%) TypeScript
Qualifications
1 4 (3.31%) Microsoft Certification
1 4 (3.31%) PMI Certification
2 2 (1.65%) SC Cleared
2 2 (1.65%) Security Cleared
Quality Assurance & Compliance
1 9 (7.44%) QA
2 6 (4.96%) GDPR
3 3 (2.48%) Data Quality
System Software
1 9 (7.44%) Virtual Machines
2 5 (4.13%) Active Directory
3 2 (1.65%) Docker
Systems Management
1 4 (3.31%) Kubernetes
2 1 (0.83%) Nagios
Vendors
1 69 (57.02%) Microsoft
2 45 (37.19%) Databricks
3 15 (12.40%) Tableau
4 6 (4.96%) Alteryx
5 5 (4.13%) Salesforce.com
6 4 (3.31%) StreamSets
7 2 (1.65%) BiZZdesign
7 2 (1.65%) Cloudera
7 2 (1.65%) MuleSoft
7 2 (1.65%) Oracle
7 2 (1.65%) Red Hat
7 2 (1.65%) SAP
8 1 (0.83%) New Relic