Period
to 19 September 2019

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 19 September 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
England > London
6 months to
19 Sep 2019
Same period 2018 Same period 2017
Rank 375 527 618
Rank change year-on-year +152 +91 -11
Contract jobs citing Azure Data Factory 207 92 10
As % of all contract IT jobs advertised in London 0.53% 0.20% 0.023%
As % of the Cloud Services category 1.64% 0.77% 0.13%
Number of daily rates quoted 155 65 7
London median daily rate £515 £500 £450
Median daily rate % change year-on-year +3.00% +11.11% -
10th Percentile £413 £380 £306
90th Percentile £704 £658 £589
England median daily rate £500 £500 £463
% change year-on-year - +8.11% +2.78%
Number of hourly rates quoted 1 0 0
London median hourly rate £35.00 - -
England median hourly rate £35.00 £42.50 £45.00
% change year-on-year -17.65% -5.56% +12.50%

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 12,623 11,880 7,903
As % of all contract IT jobs advertised in London 32.44% 25.84% 17.86%
Number of daily rates quoted 9,020 8,730 5,816
London median daily rate £525 £509 £500
Median daily rate % change year-on-year +3.19% +1.75% +5.26%
10th Percentile £325 £325 £313
90th Percentile £688 £675 £638
England median daily rate £500 £475 £463
% change year-on-year +5.26% +2.70% +2.78%
Number of hourly rates quoted 112 86 76
London median hourly rate £21.75 £22.00 £21.50
Median hourly rate % change year-on-year -1.14% +2.33% -11.34%
10th Percentile £17.50 £13.00 £11.63
90th Percentile £69.88 £82.50 £146.88
England median hourly rate £22.93 £19.00 £20.96
% change year-on-year +20.68% -9.33% +10.29%

Azure Data Factory
Job Vacancy Trend in London

Job postings citing Azure Data Factory as a percentage 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

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

Contractor daily rate trend for Azure Data Factory in London

Azure Data Factory
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Azure Data Factory in London over the 6 months to 19 September 2019.

Contractor 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 19 September 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
Central London +81 61 £513 -6.82% 14
West London +24 8 £463 +5.71% 3
North London - 3 £575 -
South London +32 1 - - 1
East London 0 1 - - 2
Azure Data Factory
England

For the 6 months to 19 September 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 London region with a requirement for Azure Data Factory.

1 207 (100.00%) Azure
2 124 (59.90%) SQL
3 115 (55.56%) Data Lake
4 108 (52.17%) Data Warehouse
5 102 (49.28%) Microsoft
6 97 (46.86%) Business Intelligence
7 88 (42.51%) SQL Server
8 78 (37.68%) Power Platform
8 78 (37.68%) Power BI
9 69 (33.33%) Agile Software Development
9 69 (33.33%) SQL Server Integration Services
10 67 (32.37%) Python
10 67 (32.37%) Analytics
11 66 (31.88%) Azure SQL Database
12 60 (28.99%) C#
13 59 (28.50%) Databricks
14 57 (27.54%) Azure SQL Data Warehouse
15 55 (26.57%) ETL
16 51 (24.64%) DevOps
17 50 (24.15%) Big Data
18 49 (23.67%) T-SQL
19 45 (21.74%) SQL Server Analysis Services
20 42 (20.29%) Data Modelling
20 42 (20.29%) Finance
21 38 (18.36%) SQL Server Reporting Services
22 37 (17.87%) Apache Spark
23 33 (15.94%) Data Engineering
23 33 (15.94%) Test Automation
24 31 (14.98%) Git (software)
24 31 (14.98%) Hadoop

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 37 (17.87%) Apache Spark
2 8 (3.86%) Apache
2 8 (3.86%) SharePoint
3 3 (1.45%) CMS
3 3 (1.45%) Confluence
4 1 (0.48%) Apache Solr
4 1 (0.48%) ArcGIS
4 1 (0.48%) Elasticsearch
Applications
1 7 (3.38%) Microsoft Excel
2 1 (0.48%) MS Visio
Business Applications
1 5 (2.42%) Dynamics CRM
2 1 (0.48%) Oracle Retail
Cloud Services
1 207 (100.00%) Azure
2 78 (37.68%) Power Platform
3 30 (14.49%) Serverless
4 29 (14.01%) Azure Functions
4 29 (14.01%) Data Lake Analytics
5 17 (8.21%) AWS
6 11 (5.31%) Azure Active Directory
7 8 (3.86%) PaaS
8 7 (3.38%) Azure Stack
8 7 (3.38%) GitHub
9 6 (2.90%) Azure Machine Learning
9 6 (2.90%) GCP
10 4 (1.93%) IaaS
11 3 (1.45%) Office 365
12 2 (0.97%) Amazon S3
12 2 (0.97%) Dynamics 365
12 2 (0.97%) SaaS
13 1 (0.48%) Apigee
13 1 (0.48%) NuGet
Communications & Networking
1 1 (0.48%) HTTP
Database & Business Intelligence
1 115 (55.56%) Data Lake
2 108 (52.17%) Data Warehouse
3 88 (42.51%) SQL Server
4 78 (37.68%) Power BI
5 69 (33.33%) SQL Server Integration Services
6 66 (31.88%) Azure SQL Database
7 57 (27.54%) Azure SQL Data Warehouse
8 50 (24.15%) Big Data
9 45 (21.74%) SQL Server Analysis Services
10 38 (18.36%) SQL Server Reporting Services
11 31 (14.98%) Hadoop
12 28 (13.53%) Cosmos DB
13 22 (10.63%) SQL Server 2017
14 21 (10.14%) Microsoft Analysis Services
15 18 (8.70%) Relational Database
16 17 (8.21%) NoSQL
17 13 (6.28%) SQL Server 2014
18 10 (4.83%) Pentaho
19 9 (4.35%) HDInsight
20 8 (3.86%) SQL Server 2016
Development Applications
1 31 (14.98%) Git (software)
2 28 (13.53%) Visual Studio Team System
3 20 (9.66%) Jenkins
4 11 (5.31%) TeamCity
5 8 (3.86%) Octopus Deploy
5 8 (3.86%) tSQLt
5 8 (3.86%) Visual Studio
6 7 (3.38%) SpecFlow
7 6 (2.90%) JIRA
7 6 (2.90%) Team Foundation Server
8 5 (2.42%) Cucumber
9 3 (1.45%) Atlassian Bamboo
9 3 (1.45%) ERwin
9 3 (1.45%) Maven
9 3 (1.45%) Selenium
10 2 (0.97%) Concordion
10 2 (0.97%) EasyMock
10 2 (0.97%) Mocha
10 2 (0.97%) Mockito
10 2 (0.97%) NUnit
General
1 42 (20.29%) Finance
2 13 (6.28%) Retail
3 8 (3.86%) Front Office
4 6 (2.90%) Public Sector
5 4 (1.93%) Banking
5 4 (1.93%) Legal
6 2 (0.97%) Investment Banking
6 2 (0.97%) Local Government
7 1 (0.48%) Advertising
7 1 (0.48%) Environmental Health
Job Titles
1 53 (25.60%) Developer
2 51 (24.64%) Azure Engineer
3 50 (24.15%) Data Engineer
4 40 (19.32%) Architect
5 35 (16.91%) Azure Architect
6 32 (15.46%) Azure Developer
7 30 (14.49%) Data Architect
8 25 (12.08%) Business Intelligence Developer
9 19 (9.18%) SQL Developer
10 17 (8.21%) Azure DevOps
10 17 (8.21%) DevOps Engineer
11 13 (6.28%) Azure DevOps Engineer
12 10 (4.83%) Data Warehouse Architect
12 10 (4.83%) ETL Developer
13 9 (4.35%) Big Data Architect
13 9 (4.35%) SQL BI Developer
14 8 (3.86%) Big Data Engineer
14 8 (3.86%) Senior Data Engineer
15 7 (3.38%) C# Developer
15 7 (3.38%) Python Engineer
Libraries, Frameworks & Software Standards
1 17 (8.21%) .NET
2 11 (5.31%) MDX
3 9 (4.35%) JSON
3 9 (4.35%) Web Services
4 8 (3.86%) XML
5 7 (3.38%) PySpark
5 7 (3.38%) Velocity
6 5 (2.42%) .NET Framework
6 5 (2.42%) REST
7 3 (1.45%) Gherkin
7 3 (1.45%) Kafka
7 3 (1.45%) Natural Language Processing
8 2 (0.97%) AngularJS
8 2 (0.97%) HTML
8 2 (0.97%) Node.js
9 1 (0.48%) ASP.NET
9 1 (0.48%) Backbone.js
9 1 (0.48%) Lucene
9 1 (0.48%) RabbitMQ
9 1 (0.48%) Razor View Engine
Miscellaneous
1 18 (8.70%) Analytical Skills
2 15 (7.25%) Greenfield Project
3 4 (1.93%) Algorithms
4 3 (1.45%) Data Centre
4 3 (1.45%) Data Structures
4 3 (1.45%) Enterprise Software
4 3 (1.45%) Linux Command Line
4 3 (1.45%) Replication
5 2 (0.97%) Enterprise Cloud
5 2 (0.97%) Self-Motivation
5 2 (0.97%) User Experience
5 2 (0.97%) Virtual Team
6 1 (0.48%) FMCG
6 1 (0.48%) Hedge funds
6 1 (0.48%) NHS
6 1 (0.48%) Video\Live Streaming
Operating Systems
1 11 (5.31%) VMS
2 5 (2.42%) Windows
3 4 (1.93%) Unix
Processes & Methodologies
1 97 (46.86%) Business Intelligence
2 69 (33.33%) Agile Software Development
3 67 (32.37%) Analytics
4 55 (26.57%) ETL
5 51 (24.64%) DevOps
6 42 (20.29%) Data Modelling
7 33 (15.94%) Data Engineering
7 33 (15.94%) Test Automation
8 29 (14.01%) Scrum
9 25 (12.08%) Migration
10 22 (10.63%) Data Integration
11 21 (10.14%) Continuous Delivery
12 20 (9.66%) Visualisation
13 18 (8.70%) Dimensional Modelling
14 16 (7.73%) Performance Tuning
14 16 (7.73%) Software Engineering
15 14 (6.76%) Kimball Methodology
16 13 (6.28%) Data Architecture
16 13 (6.28%) Mentoring
17 12 (5.80%) Data Migration
Programming Languages
1 124 (59.90%) SQL
2 67 (32.37%) Python
3 60 (28.99%) C#
4 49 (23.67%) T-SQL
5 31 (14.98%) PowerShell
6 18 (8.70%) Scala
7 17 (8.21%) R
8 12 (5.80%) Data Analysis Expressions (DAX)
8 12 (5.80%) U-SQL
9 10 (4.83%) Java
10 6 (2.90%) JavaScript
11 2 (0.97%) Groovy
12 1 (0.48%) C
Qualifications
1 3 (1.45%) PhD
1 3 (1.45%) SC Cleared
1 3 (1.45%) Security Cleared
2 1 (0.48%) Microsoft Certification
Quality Assurance & Compliance
1 4 (1.93%) QA
2 1 (0.48%) Data Quality
2 1 (0.48%) GDPR
System Software
1 9 (4.35%) Active Directory
2 5 (2.42%) Docker
2 5 (2.42%) Virtual Machines
3 1 (0.48%) HDFS
Systems Management
1 3 (1.45%) Ansible
1 3 (1.45%) Kubernetes
1 3 (1.45%) Terraform
2 2 (0.97%) Microsoft Intune
3 1 (0.48%) Puppet
3 1 (0.48%) SCCM
Vendors
1 102 (49.28%) Microsoft
2 59 (28.50%) Databricks
3 20 (9.66%) Tableau
4 12 (5.80%) Oracle
5 10 (4.83%) Alteryx
6 6 (2.90%) StreamSets
6 6 (2.90%) Talend
7 5 (2.42%) Google
8 4 (1.93%) Salesforce.com
9 3 (1.45%) MapR
10 2 (0.97%) Atlassian
10 2 (0.97%) Informatica
10 2 (0.97%) RedGate
10 2 (0.97%) SAP
10 2 (0.97%) Sparx
11 1 (0.48%) ESRI
11 1 (0.48%) MicroStrategy
11 1 (0.48%) MuleSoft
11 1 (0.48%) Splunk