Period
to

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 9 August 2022 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
9 Aug 2022
Same period 2021 Same period 2020
Rank 272 229 280
Rank change year-on-year -43 +51 +124
Contract jobs citing Azure Data Factory 390 369 108
As % of all contract jobs advertised in London 0.98% 1.20% 0.71%
As % of the Cloud Services category 2.62% 3.08% 2.07%
Number of daily rates quoted 271 234 65
10th Percentile £425 £450 £400
25th Percentile £500 £494 £456
Median daily rate (50th Percentile) £600 £550 £525
Median % change year-on-year +9.09% +4.76% +2.19%
75th Percentile £714 £638 £588
90th Percentile £775 £700 £654
England median daily rate £570 £538 £525
% change year-on-year +6.05% +2.38% +5.00%
Number of hourly rates quoted 2 0 0
10th Percentile £79.97 - -
25th Percentile £81.79 - -
Median hourly rate £84.83 - -
75th Percentile £87.86 - -
90th Percentile £89.69 - -
England median hourly rate £35.00 - -

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 14,904 11,963 5,220
As % of all contract IT jobs advertised in London 37.42% 38.96% 34.16%
Number of daily rates quoted 11,021 8,716 3,905
10th Percentile £394 £375 £350
25th Percentile £476 £456 £425
Median daily rate (50th Percentile) £575 £550 £525
Median % change year-on-year +4.55% +4.76% -
75th Percentile £688 £638 £625
90th Percentile £775 £713 £713
England median daily rate £550 £525 £500
% change year-on-year +4.76% +5.00% -
Number of hourly rates quoted 58 63 26
10th Percentile £20.18 £13.68 £17.50
25th Percentile £25.06 £20.00 £21.75
Median hourly rate £42.50 £28.50 £32.25
Median % change year-on-year +49.12% -11.63% +53.57%
75th Percentile £65.79 £44.38 £51.88
90th Percentile £76.30 £65.00 £62.13
England median hourly rate £21.26 £20.25 £20.00
% change year-on-year +5.00% +1.25% -4.76%

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 9 August 2022.

Daily rate histogram for Azure Data Factory in London

Azure Data Factory
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Azure Data Factory in London.

Hourly rate trend for Azure Data Factory in London

Azure Data Factory
Hourly Rate Histogram in London

Hourly rate distribution of jobs citing Azure Data Factory in London over the 6 months to 9 August 2022.

Hourly 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 9 August 2022. 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
Jobs
Central London -15 44 £569 -6.76% 22
South London - 6 £460 -
East London - 4 £233 -
West London -7 1 £400 -25.93% 2
Azure Data Factory
England

For the 6 months to 9 August 2022, 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.

1 390 (100.00%) Azure
2 250 (64.10%) SQL
3 249 (63.85%) Databricks
4 190 (48.72%) Data Lake
5 189 (48.46%) Python
6 154 (39.49%) DevOps
7 141 (36.15%) Data Warehouse
8 139 (35.64%) Analytics
9 138 (35.38%) ETL
10 129 (33.08%) Business Intelligence
11 121 (31.03%) Power Platform
12 117 (30.00%) Power BI
13 109 (27.95%) Data Pipeline
14 108 (27.69%) Azure SQL Database
15 105 (26.92%) Microsoft
16 104 (26.67%) Azure DevOps
17 102 (26.15%) SQL Server
18 101 (25.90%) Azure Synapse Analytics
18 101 (25.90%) CI/CD
19 97 (24.87%) Agile
20 94 (24.10%) Data Engineering
21 85 (21.79%) Java
22 84 (21.54%) Apache Spark
23 81 (20.77%) Finance
24 72 (18.46%) Serverless
25 66 (16.92%) Azure Functions
26 65 (16.67%) C#
27 62 (15.90%) Data Modelling
28 61 (15.64%) PowerShell
28 61 (15.64%) Scala

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 84 (21.54%) Apache Spark
2 19 (4.87%) Apache Pig
3 13 (3.33%) Confluence
4 9 (2.31%) Apache
5 7 (1.79%) Apache Airflow
6 3 (0.77%) SharePoint
Applications
1 10 (2.56%) Microsoft Excel
Business Applications
1 14 (3.59%) SAP S/4HANA
2 8 (2.05%) SAP Oil and Gas
3 5 (1.28%) Dynamics CRM
4 1 (0.26%) Oracle EBS
4 1 (0.26%) SAP ERP
Cloud Services
1 390 (100.00%) Azure
2 121 (31.03%) Power Platform
3 104 (26.67%) Azure DevOps
4 101 (25.90%) Azure Synapse Analytics
5 72 (18.46%) Serverless
6 66 (16.92%) Azure Functions
7 52 (13.33%) Amazon S3
8 44 (11.28%) AWS
9 39 (10.00%) Azure Cosmos DB
9 39 (10.00%) Azure Storage
10 35 (8.97%) Azure Monitor
10 35 (8.97%) GitHub
11 34 (8.72%) Azure AKS
12 27 (6.92%) Azure Active Directory
13 23 (5.90%) Amazon EC2
14 22 (5.64%) SaaS
15 21 (5.38%) Azure Logic Apps
16 15 (3.85%) Snowflake
17 14 (3.59%) PaaS
18 11 (2.82%) Azure Service Bus
Communications & Networking
1 4 (1.03%) SSH
2 3 (0.77%) DHCP
2 3 (0.77%) DNS
2 3 (0.77%) Firewall
2 3 (0.77%) FTP
2 3 (0.77%) HTTP
3 2 (0.51%) Cisco IPT
4 1 (0.26%) Internet
Database & Business Intelligence
1 190 (48.72%) Data Lake
2 141 (36.15%) Data Warehouse
3 117 (30.00%) Power BI
4 108 (27.69%) Azure SQL Database
5 102 (26.15%) SQL Server
6 58 (14.87%) Azure SQL Data Warehouse
7 53 (13.59%) Big Data
8 48 (12.31%) SQL Server Integration Services
9 40 (10.26%) Delta Lake
10 27 (6.92%) SQL Server Analysis Services
11 26 (6.67%) SAP HANA
12 24 (6.15%) SQL Server Reporting Services
13 23 (5.90%) Amazon RDS
14 22 (5.64%) Relational Database
15 21 (5.38%) NoSQL
16 19 (4.87%) PostgreSQL
17 18 (4.62%) Parquet
18 15 (3.85%) SAP BW
19 14 (3.59%) Amazon Athena
19 14 (3.59%) Metadata
Development Applications
1 50 (12.82%) Git (software)
2 29 (7.44%) Jenkins
3 28 (7.18%) Gradle
3 28 (7.18%) Maven
3 28 (7.18%) TeamCity
4 21 (5.38%) PowerDesigner
5 19 (4.87%) JIRA
6 11 (2.82%) Visual Studio
7 7 (1.79%) SQL Server Management Studio (SSMS)
8 6 (1.54%) ERwin
8 6 (1.54%) Selenium
9 5 (1.28%) GitLab
9 5 (1.28%) Visual Studio Code
9 5 (1.28%) Visual Studio Team System
10 4 (1.03%) Cucumber
10 4 (1.03%) HP UFT
10 4 (1.03%) JBehave
10 4 (1.03%) TestComplete
10 4 (1.03%) Visual Studio Coded UI
11 3 (0.77%) ER Studio
General
1 81 (20.77%) Finance
2 54 (13.85%) Social Skills
3 39 (10.00%) Banking
4 30 (7.69%) Investment Banking
5 21 (5.38%) Analytical Skills
6 20 (5.13%) Public Sector
7 10 (2.56%) Presentation Skills
8 9 (2.31%) Legal
8 9 (2.31%) Marketing
8 9 (2.31%) Retail
9 6 (1.54%) Financial Institution
9 6 (1.54%) Manufacturing
10 5 (1.28%) Law
11 4 (1.03%) Front Office
11 4 (1.03%) Inclusion and Diversity
11 4 (1.03%) Publishing
11 4 (1.03%) Retail Finance
12 3 (0.77%) Organisational Skills
12 3 (0.77%) Telecoms
13 2 (0.51%) Electronics
Job Titles
1 190 (48.72%) Data Engineer
2 106 (27.18%) Azure Engineer
3 88 (22.56%) Azure Data Engineer
4 64 (16.41%) Developer
5 57 (14.62%) Architect
6 35 (8.97%) Solutions Architect
7 31 (7.95%) Data Architect
8 23 (5.90%) Scala Engineer
9 22 (5.64%) Azure Developer
10 18 (4.62%) Senior Data Engineer
11 16 (4.10%) Python Engineer
12 15 (3.85%) Java Engineer
13 14 (3.59%) Analyst
13 14 (3.59%) Java Developer
14 12 (3.08%) Azure Architect
15 11 (2.82%) Cloud Engineer
15 11 (2.82%) Data Analyst
15 11 (2.82%) Platform Engineer
16 10 (2.56%) Business Intelligence Developer
17 8 (2.05%) SQL Developer
Libraries, Frameworks & Software Standards
1 53 (13.59%) Kafka
2 28 (7.18%) PySpark
3 26 (6.67%) .NET
3 26 (6.67%) Spring
4 12 (3.08%) JSON
4 12 (3.08%) Pandas
4 12 (3.08%) RESTful
5 9 (2.31%) .NET Core
5 9 (2.31%) YAML
6 7 (1.79%) AngularJS
6 7 (1.79%) pytest
6 7 (1.79%) Spark Streaming
7 6 (1.54%) HTML
8 5 (1.28%) CSS
8 5 (1.28%) Hibernate
8 5 (1.28%) Matplotlib
8 5 (1.28%) NumPy
8 5 (1.28%) REST
8 5 (1.28%) scikit-learn
8 5 (1.28%) Spring Boot
Miscellaneous
1 23 (5.90%) Cloud Native
2 18 (4.62%) Data Structures
3 15 (3.85%) Legacy Applications
4 11 (2.82%) Data Protection Act
4 11 (2.82%) Legacy Systems
5 9 (2.31%) Algorithms
5 9 (2.31%) Linux Command Line
6 8 (2.05%) Credit Risk
6 8 (2.05%) Hybrid Cloud
7 7 (1.79%) Management Information System
8 6 (1.54%) Market Risk
8 6 (1.54%) Virtual Team
9 5 (1.28%) Public Cloud
10 4 (1.03%) Renewable Energy
10 4 (1.03%) Replication
10 4 (1.03%) Self-Motivation
11 3 (0.77%) Enterprise Software
11 3 (0.77%) Greenfield Project
11 3 (0.77%) Hedge funds
12 2 (0.51%) Blockchain
Operating Systems
1 24 (6.15%) Linux
2 22 (5.64%) Windows
3 19 (4.87%) Debian
3 19 (4.87%) Red Hat Enterprise Linux
3 19 (4.87%) Ubuntu
4 9 (2.31%) Unix
5 3 (0.77%) Android
5 3 (0.77%) Apple iOS
6 2 (0.51%) VMS
Processes & Methodologies
1 154 (39.49%) DevOps
2 139 (35.64%) Analytics
3 138 (35.38%) ETL
4 129 (33.08%) Business Intelligence
5 109 (27.95%) Data Pipeline
6 101 (25.90%) CI/CD
7 97 (24.87%) Agile
8 94 (24.10%) Data Engineering
9 62 (15.90%) Data Modelling
10 49 (12.56%) Migration
11 42 (10.77%) Scrum
12 40 (10.26%) Data Integration
13 37 (9.49%) Data Analysis
14 33 (8.46%) Data Science
14 33 (8.46%) Log Analytics
14 33 (8.46%) Machine Learning
15 31 (7.95%) Microservices
16 28 (7.18%) Data Transformation
17 27 (6.92%) TOGAF
18 26 (6.67%) Test Automation
Programming Languages
1 250 (64.10%) SQL
2 189 (48.46%) Python
3 85 (21.79%) Java
4 65 (16.67%) C#
5 61 (15.64%) PowerShell
5 61 (15.64%) Scala
6 55 (14.10%) T-SQL
7 27 (6.92%) JavaScript
8 23 (5.90%) Bash
9 19 (4.87%) Data Analysis Expressions (DAX)
9 19 (4.87%) Go
9 19 (4.87%) Perl
9 19 (4.87%) PHP
10 12 (3.08%) R
11 5 (1.28%) C
12 4 (1.03%) VBScript
13 3 (0.77%) Apple Swift
13 3 (0.77%) Bicep
13 3 (0.77%) C++
13 3 (0.77%) Kotlin
Qualifications
1 22 (5.64%) Security Cleared
2 18 (4.62%) Degree
3 12 (3.08%) SC Cleared
4 6 (1.54%) FFIEC
4 6 (1.54%) PMP
5 4 (1.03%) PMI Certification
6 3 (0.77%) TOGAF Certification
7 2 (0.51%) (ISC)2 CCSP
7 2 (0.51%) Cisco Certification
7 2 (0.51%) CISSP
7 2 (0.51%) Computer Science Degree
8 1 (0.26%) Microsoft Certification
Quality Assurance & Compliance
1 32 (8.21%) Data Quality
2 12 (3.08%) QA
3 6 (1.54%) Accessibility
3 6 (1.54%) GLBA
3 6 (1.54%) NIST
3 6 (1.54%) PCI DSS
4 4 (1.03%) GDPR
System Software
1 29 (7.44%) Active Directory
2 14 (3.59%) Docker
3 11 (2.82%) Virtual Machines
4 3 (0.77%) HDFS
Systems Management
1 43 (11.03%) Kubernetes
2 21 (5.38%) Terraform
3 3 (0.77%) Istio
4 2 (0.51%) Ansible
4 2 (0.51%) Microsoft Intune
5 1 (0.26%) Consul
5 1 (0.26%) Kibana
5 1 (0.26%) Puppet
Vendors
1 249 (63.85%) Databricks
2 105 (26.92%) Microsoft
3 40 (10.26%) SAP
4 26 (6.67%) Salesforce.com
5 24 (6.15%) BiZZdesign
6 22 (5.64%) MuleSoft
7 19 (4.87%) Red Hat
8 17 (4.36%) Cloudera
9 16 (4.10%) Oracle
10 9 (2.31%) Informatica
11 6 (1.54%) Adobe
12 3 (0.77%) AppDynamics
12 3 (0.77%) Confluent
12 3 (0.77%) Denodo
13 2 (0.51%) Alteryx
13 2 (0.51%) Sybase
13 2 (0.51%) Talend
14 1 (0.26%) Charles River
14 1 (0.26%) IBM
14 1 (0.26%) MicroStrategy