Period
to 29 July 2021

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Azure Data Factory skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Azure Data Factory over the 6 months to 29 July 2021 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
England > London
6 months to
29 Jul 2021
Same period 2020 Same period 2019
Rank 403 375 526
Rank change year-on-year -28 +151 +129
Permanent jobs citing Azure Data Factory 314 184 242
As % of all permanent jobs advertised in London 0.70% 0.64% 0.42%
As % of the Cloud Services category 1.46% 1.57% 1.23%
Number of salaries quoted 294 135 213
10th Percentile £42,500 £48,000 £50,000
25th Percentile £54,250 £60,375 £56,250
Median annual salary (50th Percentile) £70,000 £74,000 £72,500
Median % change year-on-year -5.41% +2.07% +13.73%
75th Percentile £83,750 £83,750 £86,250
90th Percentile £99,250 £87,500 £90,000
England median annual salary £60,000 £67,500 £65,000
% change year-on-year -11.11% +3.85% +8.33%

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

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 21,532 11,719 19,659
As % of all permanent IT jobs advertised in London 47.82% 40.90% 34.40%
Number of salaries quoted 14,253 9,753 16,486
10th Percentile £42,500 £41,250 £36,250
25th Percentile £53,750 £51,500 £47,500
Median annual salary (50th Percentile) £71,000 £70,000 £65,000
Median % change year-on-year +1.43% +7.69% +4.00%
75th Percentile £90,000 £87,500 £83,750
90th Percentile £105,000 £105,000 £97,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +3.77%

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
Salary Trend in London

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

Salary trend for Azure Data Factory in London

Azure Data Factory
Salary Histogram in London

Salary distribution for jobs citing Azure Data Factory in London over the 6 months to 29 July 2021.

Salary histogram for Azure Data Factory in London

Azure Data Factory
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Azure Data Factory within the London region over the 6 months to 29 July 2021. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +43 63 £77,500 +3.33% 15
West London -19 6 £55,000 +22.22% 6
South London +1 3 £57,500 +43.75% 1
Azure Data Factory
England

For the 6 months to 29 July 2021, IT 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 permanent job ads across the London region with a requirement for Azure Data Factory.

1 314 (100.00%) Azure
2 248 (78.98%) Business Intelligence
3 240 (76.43%) SQL
4 209 (66.56%) Power BI
4 209 (66.56%) Power Platform
5 208 (66.24%) Data Warehouse
6 179 (57.01%) Microsoft
7 161 (51.27%) Databricks
8 160 (50.96%) SQL Server
9 152 (48.41%) Data Lake
10 142 (45.22%) Analytics
11 134 (42.68%) ETL
12 123 (39.17%) Data Modelling
13 114 (36.31%) Azure SQL Database
14 113 (35.99%) SQL Server Analysis Services
15 103 (32.80%) Agile Software Development
16 99 (31.53%) SQL Server Integration Services
17 91 (28.98%) Python
18 88 (28.03%) DevOps
19 83 (26.43%) Visualisation
20 77 (24.52%) Microsoft Analysis Services
21 74 (23.57%) Azure Synapse Analytics
22 71 (22.61%) Finance
23 66 (21.02%) Data Visualisation
24 64 (20.38%) Data Engineering
25 62 (19.75%) Tableau
25 62 (19.75%) SQL Server Reporting Services
26 58 (18.47%) C#
27 57 (18.15%) Azure SQL Data Warehouse
28 54 (17.20%) Data Management

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 25 (7.96%) Apache Spark
2 18 (5.73%) SharePoint
3 6 (1.91%) Apache Pig
4 2 (0.64%) Apache
4 2 (0.64%) Apache Airflow
5 1 (0.32%) Apache Synapse
5 1 (0.32%) CMS
5 1 (0.32%) Oracle SOA Suite
Applications
1 19 (6.05%) Microsoft Excel
2 6 (1.91%) Microsoft Office
3 4 (1.27%) Microsoft Project
3 4 (1.27%) MS Visio
Business Applications
1 12 (3.82%) Dynamics CRM
2 2 (0.64%) Dynamics AX
Cloud Services
1 314 (100.00%) Azure
2 209 (66.56%) Power Platform
3 74 (23.57%) Azure Synapse Analytics
4 50 (15.92%) AWS
5 45 (14.33%) PaaS
6 34 (10.83%) Serverless
7 32 (10.19%) Azure Stack
8 27 (8.60%) Azure Functions
8 27 (8.60%) Azure Storage
9 25 (7.96%) Azure Cosmos DB
9 25 (7.96%) Azure Logic Apps
10 21 (6.69%) Dynamics 365
10 21 (6.69%) Snowflake
11 19 (6.05%) Power Automate
11 19 (6.05%) PowerApps
12 18 (5.73%) GCP
13 12 (3.82%) Azure Sentinel
14 11 (3.50%) Azure Data Lake Analytics
15 9 (2.87%) IaaS
16 8 (2.55%) GitHub
Communications & Networking
1 4 (1.27%) FTP
2 2 (0.64%) Cisco IPT
Database & Business Intelligence
1 209 (66.56%) Power BI
2 208 (66.24%) Data Warehouse
3 160 (50.96%) SQL Server
4 152 (48.41%) Data Lake
5 114 (36.31%) Azure SQL Database
6 113 (35.99%) SQL Server Analysis Services
7 99 (31.53%) SQL Server Integration Services
8 77 (24.52%) Microsoft Analysis Services
9 62 (19.75%) SQL Server Reporting Services
9 62 (19.75%) Tableau
10 57 (18.15%) Azure SQL Data Warehouse
11 24 (7.64%) Big Data
11 24 (7.64%) Relational Database
12 21 (6.69%) Metadata
13 17 (5.41%) Hadoop
14 15 (4.78%) OLTP
15 13 (4.14%) Data Mart
16 12 (3.82%) Amazon Redshift
16 12 (3.82%) PostgreSQL
17 11 (3.50%) NoSQL
Development Applications
1 29 (9.24%) Git (software)
2 17 (5.41%) Visual Studio
3 11 (3.50%) ER Studio
4 10 (3.18%) ERwin
5 8 (2.55%) JIRA
6 7 (2.23%) Team Foundation Server
7 5 (1.59%) Jenkins
7 5 (1.59%) SQL Server Management Studio (SSMS)
8 4 (1.27%) GDB
8 4 (1.27%) NUnit
8 4 (1.27%) Selenium
8 4 (1.27%) SpecFlow
8 4 (1.27%) Subversion
8 4 (1.27%) Visual Studio Code
9 3 (0.96%) Atlassian Bamboo
9 3 (0.96%) Vagrant
10 2 (0.64%) kappa
10 2 (0.64%) PowerDesigner
11 1 (0.32%) TeamCity
11 1 (0.32%) Visual Studio Team System
General
1 71 (22.61%) Finance
2 49 (15.61%) Analytical Skills
3 20 (6.37%) Retail
4 18 (5.73%) Social Skills
5 13 (4.14%) Marketing
6 9 (2.87%) Czech Language
7 8 (2.55%) Banking
7 8 (2.55%) Law
8 7 (2.23%) Advertising
9 6 (1.91%) Telecoms
10 3 (0.96%) Presentation Skills
11 2 (0.64%) Local Government
12 1 (0.32%) Investment Banking
Job Titles
1 107 (34.08%) Data Engineer
2 83 (26.43%) Developer
3 72 (22.93%) Azure Engineer
4 66 (21.02%) Architect
5 57 (18.15%) Data Architect
6 44 (14.01%) Business Intelligence Developer
7 39 (12.42%) Azure Architect
8 25 (7.96%) Senior Data Engineer
9 20 (6.37%) Azure Developer
10 18 (5.73%) Analyst
11 14 (4.46%) Consultant
11 14 (4.46%) Data Manager
12 13 (4.14%) Power BI Developer
13 12 (3.82%) Microsoft BI Developer
13 12 (3.82%) Microsoft Developer
13 12 (3.82%) Solutions Architect
14 11 (3.50%) Junior
15 10 (3.18%) ETL Developer
15 10 (3.18%) SQL Developer
16 9 (2.87%) Engineering Manager
Libraries, Frameworks & Software Standards
1 43 (13.69%) .NET
2 12 (3.82%) PySpark
3 11 (3.50%) MDX
3 11 (3.50%) React
3 11 (3.50%) Web Services
4 10 (3.18%) HTML
4 10 (3.18%) JSON
5 9 (2.87%) Middleware
6 8 (2.55%) Kafka
6 8 (2.55%) Node.js
7 7 (2.23%) .NET Core
7 7 (2.23%) CSS
7 7 (2.23%) REST
8 6 (1.91%) .NET Framework
8 6 (1.91%) EDI
8 6 (1.91%) XML
9 5 (1.59%) OAuth
9 5 (1.59%) OAuth2
10 4 (1.27%) jQuery
10 4 (1.27%) Spark Streaming
Miscellaneous
1 15 (4.78%) Management Information System
2 14 (4.46%) Reinsurance
3 12 (3.82%) Data Structures
4 8 (2.55%) Greenfield Project
5 3 (0.96%) Social Media
5 3 (0.96%) User Experience
6 2 (0.64%) Blog
6 2 (0.64%) Cloud Native
6 2 (0.64%) Derivative
6 2 (0.64%) Public Cloud
6 2 (0.64%) Replication
7 1 (0.32%) Enterprise Software
7 1 (0.32%) FMCG
7 1 (0.32%) Foreign Exchange (FX)
7 1 (0.32%) Hybrid Cloud
7 1 (0.32%) N-Tier
7 1 (0.32%) Self-Motivation
Operating Systems
1 2 (0.64%) Windows
1 2 (0.64%) Windows Server
2 1 (0.32%) Linux
Processes & Methodologies
1 248 (78.98%) Business Intelligence
2 142 (45.22%) Analytics
3 134 (42.68%) ETL
4 123 (39.17%) Data Modelling
5 103 (32.80%) Agile Software Development
6 88 (28.03%) DevOps
7 83 (26.43%) Visualisation
8 66 (21.02%) Data Visualisation
9 64 (20.38%) Data Engineering
10 54 (17.20%) Data Management
11 42 (13.38%) Data Analytics
11 42 (13.38%) Data Strategy
12 38 (12.10%) Data Integration
12 38 (12.10%) Problem-Solving
13 37 (11.78%) Kimball Methodology
13 37 (11.78%) Scrum
14 34 (10.83%) Data Architecture
14 34 (10.83%) Migration
15 32 (10.19%) Data Pipeline
16 27 (8.60%) Storytelling
Programming Languages
1 240 (76.43%) SQL
2 91 (28.98%) Python
3 58 (18.47%) C#
4 41 (13.06%) T-SQL
5 24 (7.64%) Data Analysis Expressions (DAX)
6 17 (5.41%) JavaScript
7 13 (4.14%) R
8 12 (3.82%) U-SQL
9 11 (3.50%) Java
9 11 (3.50%) PowerShell
10 8 (2.55%) Scala
11 7 (2.23%) VB
12 3 (0.96%) PHP
12 3 (0.96%) Shell Script
13 2 (0.64%) Bash Shell
13 2 (0.64%) VB.NET
Qualifications
1 23 (7.32%) Degree
2 13 (4.14%) Microsoft Certification
3 9 (2.87%) Computer Science Degree
4 6 (1.91%) SC Cleared
4 6 (1.91%) Security Cleared
5 4 (1.27%) ISEB
5 4 (1.27%) ISTQB
6 2 (0.64%) (ISC)2 CCSP
6 2 (0.64%) AWS Certification
6 2 (0.64%) Cisco Certification
6 2 (0.64%) CISSP
6 2 (0.64%) ITIL Certification
6 2 (0.64%) MCITP
6 2 (0.64%) MCSE
7 1 (0.32%) BPSS Clearance
7 1 (0.32%) DV Cleared
7 1 (0.32%) Numerate Degree
7 1 (0.32%) PhD
7 1 (0.32%) PMI Certification
7 1 (0.32%) PMP
Quality Assurance & Compliance
1 22 (7.01%) Data Quality
2 11 (3.50%) QA
3 2 (0.64%) Accessibility
System Software
1 8 (2.55%) Docker
2 4 (1.27%) HDFS
3 3 (0.96%) VirtualBox
4 2 (0.64%) Active Directory
4 2 (0.64%) Apache Flume
Systems Management
1 10 (3.18%) Kubernetes
2 5 (1.59%) Terraform
3 4 (1.27%) HP ALM
3 4 (1.27%) HP Quality Center
4 3 (0.96%) Ansible
4 3 (0.96%) Docker Swarm
4 3 (0.96%) Grafana
4 3 (0.96%) Istio
4 3 (0.96%) Prometheus
5 2 (0.64%) Nagios
Vendors
1 179 (57.01%) Microsoft
2 161 (51.27%) Databricks
3 27 (8.60%) Alteryx
4 16 (5.10%) Google
5 11 (3.50%) Salesforce.com
6 8 (2.55%) Informatica
7 7 (2.23%) IBM
8 5 (1.59%) SAP
8 5 (1.59%) Talend
9 4 (1.27%) HP
9 4 (1.27%) Netezza
9 4 (1.27%) Teradata
10 3 (0.96%) Cloudera
10 3 (0.96%) Hortonworks
10 3 (0.96%) Intapp
10 3 (0.96%) Oracle
10 3 (0.96%) Sitecore
10 3 (0.96%) UiPath
11 2 (0.64%) RedGate
11 2 (0.64%) ServiceNow