Period
to 21 February 2020

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 21 February 2020 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Factory
England > London
6 months to
21 Feb 2020
Same period 2019 Same period 2018
Rank 465 584 692
Rank change year-on-year +119 +108 +121
Permanent jobs citing Azure Data Factory 236 215 137
As % of all permanent IT jobs advertised in London 0.46% 0.34% 0.19%
As % of the Cloud Services category 1.23% 1.15% 0.80%
Number of salaries quoted 203 178 133
London median annual salary £72,500 £62,500 £62,500
Median salary % change year-on-year +16.00% - -21.88%
10th Percentile £48,750 £47,500 £47,500
90th Percentile £87,500 £87,500 £105,000
England median annual salary £67,500 £60,000 £60,000
% change year-on-year +12.50% - -20.00%

Azure Data Factory is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all 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 19,207 18,673 17,117
As % of all permanent IT jobs advertised in London 37.81% 29.79% 24.36%
Number of salaries quoted 15,619 15,127 14,404
London median annual salary £65,500 £65,000 £60,000
Median salary % change year-on-year +0.77% +8.33% -
10th Percentile £35,000 £35,000 £35,000
90th Percentile £102,500 £95,000 £90,000
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Azure Data Factory in London.

Salary trend for Azure Data Factory in London

Azure Data Factory
Salary Histogram in London

The salary distribution of IT jobs citing Azure Data Factory in London over the 6 months to 21 February 2020.

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 21 February 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +16 44 £70,000 +16.67% 17
South London +26 26 £62,500 +4.17% 1
West London +15 3 £90,000 - 1
East London +12 1 £80,000 -
Azure Data Factory
England

For the 6 months to 21 February 2020, 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.

1 236 (100.00%) Azure
2 192 (81.36%) SQL
3 151 (63.98%) Microsoft
4 141 (59.75%) Power Platform
5 139 (58.90%) Business Intelligence
6 137 (58.05%) Power BI
7 133 (56.36%) Data Lake
8 126 (53.39%) Data Warehouse
9 125 (52.97%) Analytics
10 110 (46.61%) Azure SQL Database
11 91 (38.56%) SQL Server
12 90 (38.14%) Databricks
13 89 (37.71%) SQL Server Integration Services
14 88 (37.29%) ETL
15 79 (33.47%) Agile Software Development
16 75 (31.78%) DevOps
17 71 (30.08%) SQL Server Analysis Services
18 68 (28.81%) C#
19 64 (27.12%) Azure SQL Data Warehouse
20 59 (25.00%) Data Modelling
21 55 (23.31%) Python
22 53 (22.46%) PaaS
23 51 (21.61%) AWS
24 50 (21.19%) Microsoft Analysis Services
25 49 (20.76%) Machine Learning
26 48 (20.34%) Cosmos DB
27 45 (19.07%) Big Data
28 41 (17.37%) Analytical Skills
29 40 (16.95%) Data Analytics
29 40 (16.95%) IaaS

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 24 (10.17%) Apache Spark
2 11 (4.66%) Elasticsearch
3 4 (1.69%) Apache
3 4 (1.69%) Apache Airflow
4 3 (1.27%) Apache Solr
5 2 (0.85%) Confluence
6 1 (0.42%) SAS
Applications
1 6 (2.54%) Microsoft Excel
Business Applications
1 2 (0.85%) Sparx Enterprise Architect
Cloud Services
1 236 (100.00%) Azure
2 141 (59.75%) Power Platform
3 53 (22.46%) PaaS
4 51 (21.61%) AWS
5 40 (16.95%) IaaS
6 29 (12.29%) Data Lake Analytics
7 27 (11.44%) Azure Active Directory
8 26 (11.02%) Serverless
9 22 (9.32%) Azure Functions
10 19 (8.05%) Cloud Computing
11 17 (7.20%) Amazon EMR
11 17 (7.20%) Amazon S3
11 17 (7.20%) Azure Stack
12 16 (6.78%) SaaS
13 14 (5.93%) Amazon Kinesis
14 11 (4.66%) Azure Machine Learning
15 5 (2.12%) npm
16 1 (0.42%) Apigee
16 1 (0.42%) GCP
16 1 (0.42%) Lucidchart
Communications & Networking
1 19 (8.05%) Software-Defined Networking
2 10 (4.24%) DNS
2 10 (4.24%) Firewall
3 9 (3.81%) TCP/IP
4 1 (0.42%) Internet
Database & Business Intelligence
1 137 (58.05%) Power BI
2 133 (56.36%) Data Lake
3 126 (53.39%) Data Warehouse
4 110 (46.61%) Azure SQL Database
5 91 (38.56%) SQL Server
6 89 (37.71%) SQL Server Integration Services
7 71 (30.08%) SQL Server Analysis Services
8 64 (27.12%) Azure SQL Data Warehouse
9 50 (21.19%) Microsoft Analysis Services
10 48 (20.34%) Cosmos DB
11 45 (19.07%) Big Data
12 39 (16.53%) SQL Server Reporting Services
13 38 (16.10%) Hadoop
14 29 (12.29%) NoSQL
15 19 (8.05%) Apache Hive
16 17 (7.20%) PolyBase
17 16 (6.78%) Amazon DynamoDB
17 16 (6.78%) Amazon Redshift
17 16 (6.78%) HDInsight
18 15 (6.36%) Impala
Development Applications
1 17 (7.20%) Git (software)
2 14 (5.93%) Visual Studio
3 11 (4.66%) Visual Studio Team System
4 4 (1.69%) Jenkins
4 4 (1.69%) TeamCity
5 2 (0.85%) ER Studio
5 2 (0.85%) JIRA
5 2 (0.85%) Team Foundation Server
6 1 (0.42%) Cucumber
6 1 (0.42%) Flyway
6 1 (0.42%) Liquibase
6 1 (0.42%) Mocha
6 1 (0.42%) NUnit
6 1 (0.42%) Selenium
6 1 (0.42%) Spock
6 1 (0.42%) SQL Server Management Studio (SSMS)
General
1 35 (14.83%) Finance
2 19 (8.05%) Billing
3 8 (3.39%) Marketing
4 6 (2.54%) Advertising
5 5 (2.12%) Banking
6 3 (1.27%) Retail
7 2 (0.85%) Public Sector
8 1 (0.42%) Housing Association
8 1 (0.42%) Investment Banking
8 1 (0.42%) Law
8 1 (0.42%) Legal
Job Titles
1 76 (32.20%) Azure Engineer
2 65 (27.54%) Data Engineer
3 56 (23.73%) Developer
4 55 (23.31%) Architect
5 36 (15.25%) Data Architect
6 29 (12.29%) Business Intelligence Developer
7 20 (8.47%) Azure Developer
8 18 (7.63%) Azure Architect
9 17 (7.20%) Database Developer
9 17 (7.20%) Solutions Architect
10 15 (6.36%) Senior Business Intelligence Developer
10 15 (6.36%) Senior Developer
11 14 (5.93%) Cloud Architect
11 14 (5.93%) SQL Developer
12 12 (5.08%) Consultant
12 12 (5.08%) DBA
12 12 (5.08%) SQL Database Developer
13 11 (4.66%) Business Intelligence Lead
13 11 (4.66%) Cloud Engineer
13 11 (4.66%) SQL DBA
Libraries, Frameworks & Software Standards
1 26 (11.02%) MDX
2 19 (8.05%) .NET
3 14 (5.93%) Lambda Expressions
4 10 (4.24%) Kafka
5 9 (3.81%) ADO
5 9 (3.81%) HTML
5 9 (3.81%) HTML5
6 6 (2.54%) CSS
7 5 (2.12%) Angular 2
7 5 (2.12%) AngularJS
7 5 (2.12%) CSS3
7 5 (2.12%) Ionic Framework
8 4 (1.69%) Apache NiFi
8 4 (1.69%) JSON
9 3 (1.27%) REST
10 2 (0.85%) D3.js
10 2 (0.85%) PySpark
10 2 (0.85%) XML
11 1 (0.42%) Oracle GoldenGate
11 1 (0.42%) Spark Streaming
Miscellaneous
1 41 (17.37%) Analytical Skills
2 17 (7.20%) Algorithms
3 16 (6.78%) Greenfield Project
4 12 (5.08%) Blog
5 8 (3.39%) Self-Motivation
6 5 (2.12%) Mobile App
6 5 (2.12%) User Experience
7 4 (1.69%) Management Information System
8 3 (1.27%) Analytical Mindset
8 3 (1.27%) Enterprise Software
9 2 (0.85%) Digital Media
9 2 (0.85%) Public Cloud
9 2 (0.85%) Reinsurance
9 2 (0.85%) Replication
9 2 (0.85%) Virtual Team
10 1 (0.42%) Data Structures
10 1 (0.42%) Internet of Things
10 1 (0.42%) Reference Data
Operating Systems
1 16 (6.78%) Windows
2 11 (4.66%) Linux
3 5 (2.12%) Windows Server
4 1 (0.42%) Android
4 1 (0.42%) Apple iOS
4 1 (0.42%) Unix
4 1 (0.42%) Windows Server 2008
4 1 (0.42%) Windows Server 2012
Processes & Methodologies
1 139 (58.90%) Business Intelligence
2 125 (52.97%) Analytics
3 88 (37.29%) ETL
4 79 (33.47%) Agile Software Development
5 75 (31.78%) DevOps
6 59 (25.00%) Data Modelling
7 49 (20.76%) Machine Learning
8 40 (16.95%) Data Analytics
8 40 (16.95%) Visualisation
9 36 (15.25%) Data Engineering
9 36 (15.25%) Problem-Solving
10 35 (14.83%) Data Visualisation
11 28 (11.86%) ITIL
12 25 (10.59%) Artificial Intelligence
13 24 (10.17%) Data Architecture
13 24 (10.17%) Migration
14 23 (9.75%) Mentoring
14 23 (9.75%) Stakeholder Management
15 21 (8.90%) Data Integration
16 20 (8.47%) Service Management
Programming Languages
1 192 (81.36%) SQL
2 68 (28.81%) C#
3 55 (23.31%) Python
4 33 (13.98%) PowerShell
5 31 (13.14%) R
6 30 (12.71%) Java
7 29 (12.29%) Data Analysis Expressions (DAX)
8 28 (11.86%) T-SQL
9 24 (10.17%) U-SQL
10 22 (9.32%) PHP
11 19 (8.05%) Perl
11 19 (8.05%) Ruby
12 8 (3.39%) Scala
13 6 (2.54%) JavaScript
14 5 (2.12%) ES7
14 5 (2.12%) ES8
15 3 (1.27%) PL/SQL
16 2 (0.85%) Cypher
16 2 (0.85%) VB
16 2 (0.85%) VBA
Qualifications
1 10 (4.24%) Degree
2 5 (2.12%) Computer Science Degree
2 5 (2.12%) Microsoft Certification
3 1 (0.42%) Master's Degree
3 1 (0.42%) Numerate Degree
3 1 (0.42%) PMI Certification
3 1 (0.42%) PMP
3 1 (0.42%) PRINCE2 Certification
Quality Assurance & Compliance
1 12 (5.08%) Data Quality
2 3 (1.27%) QA
3 1 (0.42%) GDPR
System Software
1 14 (5.93%) HDFS
2 10 (4.24%) Active Directory
3 5 (2.12%) Docker
3 5 (2.12%) Virtual Machines
4 1 (0.42%) Cronacle
Systems Management
1 14 (5.93%) Hadoop YARN
2 12 (5.08%) Terraform
3 4 (1.69%) Ansible
4 3 (1.27%) Opscode Chef
4 3 (1.27%) Puppet
5 1 (0.42%) Control-M
5 1 (0.42%) Data Guard
5 1 (0.42%) Kubernetes
Vendors
1 151 (63.98%) Microsoft
2 90 (38.14%) Databricks
3 38 (16.10%) Tableau
4 22 (9.32%) Oracle
5 9 (3.81%) Google
5 9 (3.81%) ServiceNow
6 4 (1.69%) SAP
6 4 (1.69%) SnapLogic
7 2 (0.85%) Atlassian
7 2 (0.85%) Embarcadero
8 1 (0.42%) IBM
8 1 (0.42%) Informatica
8 1 (0.42%) Talend
8 1 (0.42%) Teradata
8 1 (0.42%) Xamarin