Period
to 25 September 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Azure Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Azure Machine Learning over the 6 months to 25 September 2018 with a comparison to the same period in the previous 2 years.

Microsoft Azure Machine Learning (Azure ML)
England > London
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 746 758 845
Rank change year-on-year +12 +87 +69
Permanent jobs citing Azure Machine Learning 60 84 13
As % of all permanent IT jobs advertised in London 0.087% 0.11% 0.017%
As % of the Cloud Services category 0.33% 0.57% 0.11%
Number of salaries quoted 42 81 12
London median annual salary £65,000 £60,000 £95,000
Median salary % change year-on-year +8.33% -36.84% -
10th Percentile £42,125 £46,250 £65,625
90th Percentile £80,000 £82,500 £116,250
England median annual salary £65,000 £56,000 £77,500
% change year-on-year +16.07% -27.74% -

Azure Machine Learning 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 18,206 14,830 11,538
As % of all permanent IT jobs advertised in London 26.45% 19.80% 14.83%
Number of salaries quoted 14,701 12,202 9,965
London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £35,000 £35,000 £33,750
90th Percentile £93,750 £87,500 £85,000
England median annual salary £55,000 £52,500 £50,500
% change year-on-year +4.76% +3.96% +6.32%

Azure Machine Learning
Job Vacancy Trend in London

Job postings citing Azure Machine Learning as a percentage of all IT jobs advertised in London.

Job vacancy trend for Azure Machine Learning in London

Azure Machine Learning
Salary Trend in London

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

Salary trend for Azure Machine Learning in London

Azure Machine Learning
Salary Histogram in London

The salary distribution of IT jobs citing Azure Machine Learning in London over the 6 months to 25 September 2018.

Salary histogram for Azure Machine Learning in London

Azure Machine Learning
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 Machine Learning within the London region over the 6 months to 25 September 2018. 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 -35 17 £65,000 -5.45% 3
South London - 2 £27,500 -
West London +27 1 £60,000 -22.58%
Azure Machine Learning
England

For the 6 months to 25 September 2018, IT jobs citing Azure Machine Learning 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 Machine Learning.

1 60 (100.00%) Microsoft Azure
2 57 (95.00%) Machine Learning
3 46 (76.67%) SQL
4 42 (70.00%) Microsoft
4 42 (70.00%) Analytics
5 37 (61.67%) Power BI
5 37 (61.67%) Business Intelligence
6 36 (60.00%) Azure SQL Database
7 35 (58.33%) Data Lake
8 34 (56.67%) PaaS
9 33 (55.00%) Azure SQL Data Warehouse
10 31 (51.67%) SQL Server
11 30 (50.00%) Data Analytics
12 27 (45.00%) SQL Server Integration Services
13 24 (40.00%) Azure Data Factory
14 23 (38.33%) Agile Software Development
15 22 (36.67%) SQL Server Reporting Services
15 22 (36.67%) SQL Server Analysis Services
16 21 (35.00%) Data Science
17 20 (33.33%) Predictive Analytics
18 19 (31.67%) Advertising
18 19 (31.67%) .NET
19 18 (30.00%) Project Management
20 17 (28.33%) Microsoft Analysis Services
20 17 (28.33%) Data Analysis Expressions (DAX)
21 16 (26.67%) Apache Spark
22 15 (25.00%) Hadoop
23 14 (23.33%) NoSQL
23 14 (23.33%) Apache
23 14 (23.33%) Python

Azure Machine Learning
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 16 (26.67%) Apache Spark
2 14 (23.33%) Apache
3 7 (11.67%) Apache Solr
3 7 (11.67%) Elasticsearch
3 7 (11.67%) Tomcat
4 3 (5.00%) SharePoint
5 2 (3.33%) Skype for Business
Applications
1 1 (1.67%) Adobe Illustrator
1 1 (1.67%) Photoshop
Cloud Services
1 60 (100.00%) Microsoft Azure
2 34 (56.67%) PaaS
3 24 (40.00%) Azure Data Factory
4 9 (15.00%) Azure Functions
4 9 (15.00%) SaaS
4 9 (15.00%) Serverless
5 7 (11.67%) Azure Active Directory
5 7 (11.67%) Cortana Intelligence Suite
6 5 (8.33%) Amazon AWS
7 4 (6.67%) IaaS
8 2 (3.33%) Office 365
9 1 (1.67%) Cloud Computing
9 1 (1.67%) Data Lake Analytics
Communications & Networking
1 2 (3.33%) Cisco ASA
1 2 (3.33%) Remote Desktop
1 2 (3.33%) Skype
Database & Business Intelligence
1 37 (61.67%) Power BI
2 36 (60.00%) Azure SQL Database
3 35 (58.33%) Data Lake
4 33 (55.00%) Azure SQL Data Warehouse
5 31 (51.67%) SQL Server
6 27 (45.00%) SQL Server Integration Services
7 22 (36.67%) SQL Server Analysis Services
7 22 (36.67%) SQL Server Reporting Services
8 17 (28.33%) Microsoft Analysis Services
9 15 (25.00%) Hadoop
10 14 (23.33%) Data Warehouse
10 14 (23.33%) NoSQL
11 13 (21.67%) Cosmos DB
12 12 (20.00%) Big Data
13 7 (11.67%) Apache Cassandra
13 7 (11.67%) Geospatial Data
13 7 (11.67%) Mahout
13 7 (11.67%) MarkLogic
13 7 (11.67%) MongoDB
13 7 (11.67%) Triplestore
Development Applications
1 13 (21.67%) Git (software)
2 7 (11.67%) Cucumber
2 7 (11.67%) JBehave
2 7 (11.67%) JUnit
2 7 (11.67%) Maven
2 7 (11.67%) Mockito
2 7 (11.67%) Visual Studio Team System
3 6 (10.00%) Jenkins
4 3 (5.00%) Visual Studio
5 2 (3.33%) RStudio
6 1 (1.67%) Protractor
General
1 19 (31.67%) Advertising
2 7 (11.67%) Finance
3 6 (10.00%) Games
4 3 (5.00%) Marketing
4 3 (5.00%) Retail
5 2 (3.33%) Banking
5 2 (3.33%) Retail Finance
Job Titles
1 31 (51.67%) Consultant
2 22 (36.67%) Azure Consultant
3 16 (26.67%) Data Consultant
4 12 (20.00%) Business Intelligence Consultant
4 12 (20.00%) Developer
5 9 (15.00%) Analytics Consultant
6 7 (11.67%) Java Developer
6 7 (11.67%) Lead Developer
6 7 (11.67%) Lead Java Developer
6 7 (11.67%) Senior Consultant
7 5 (8.33%) Microsoft Consultant
8 4 (6.67%) Architect
8 4 (6.67%) Azure Developer
8 4 (6.67%) Build Engineer
8 4 (6.67%) DevOps Engineer
8 4 (6.67%) Microsoft BI Consultant
8 4 (6.67%) Senior Business Intelligence Consultant
9 3 (5.00%) Analyst
9 3 (5.00%) Azure Architect
9 3 (5.00%) Senior Microsoft Consultant
Libraries, Frameworks & Software Standards
1 19 (31.67%) .NET
2 11 (18.33%) JSON
3 9 (15.00%) SAML
4 7 (11.67%) Guice
4 7 (11.67%) JAXB
4 7 (11.67%) JAX-RS
4 7 (11.67%) Kafka
4 7 (11.67%) Spring
5 4 (6.67%) REST
6 3 (5.00%) GeoJSON
7 1 (1.67%) .NET Framework
7 1 (1.67%) ADO
7 1 (1.67%) AngularJS
7 1 (1.67%) ASP.NET
7 1 (1.67%) CSS
7 1 (1.67%) Entity Framework
7 1 (1.67%) Material Design
7 1 (1.67%) Redux
7 1 (1.67%) SOAP
7 1 (1.67%) Web Services
Miscellaneous
1 3 (5.00%) Analytical Skills
2 2 (3.33%) Computer Science
2 2 (3.33%) Contract for Difference
2 2 (3.33%) Fintech
2 2 (3.33%) Foreign Exchange (FX)
3 1 (1.67%) Greenfield Project
3 1 (1.67%) Hybrid Cloud
3 1 (1.67%) Public Cloud
3 1 (1.67%) User Experience
Operating Systems
1 12 (20.00%) Linux
2 7 (11.67%) Windows
Processes & Methodologies
1 57 (95.00%) Machine Learning
2 42 (70.00%) Analytics
3 37 (61.67%) Business Intelligence
4 30 (50.00%) Data Analytics
5 23 (38.33%) Agile Software Development
6 21 (35.00%) Data Science
7 20 (33.33%) Predictive Analytics
8 18 (30.00%) Project Management
9 10 (16.67%) Artificial Intelligence
10 9 (15.00%) Open Source
10 9 (15.00%) Scrum
10 9 (15.00%) SDLC
11 8 (13.33%) Configuration Management
11 8 (13.33%) Continuous Integration
11 8 (13.33%) Data Modelling
11 8 (13.33%) DevOps
11 8 (13.33%) Presales
12 7 (11.67%) Identity Management
12 7 (11.67%) Inversion of Control
12 7 (11.67%) Unit Testing
Programming Languages
1 46 (76.67%) SQL
2 17 (28.33%) Data Analysis Expressions (DAX)
3 14 (23.33%) Python
4 13 (21.67%) C#
5 11 (18.33%) R
6 10 (16.67%) Java
7 9 (15.00%) JavaScript
7 9 (15.00%) PowerShell
8 6 (10.00%) Bash Shell
9 4 (6.67%) Shell Script
10 2 (3.33%) U-SQL
11 1 (1.67%) T-SQL
11 1 (1.67%) VBA
Qualifications
1 7 (11.67%) Degree
2 4 (6.67%) Security Cleared
3 2 (3.33%) Numerate Degree
4 1 (1.67%) Microsoft Certification
System Software
1 7 (11.67%) Active Directory
1 7 (11.67%) Docker
2 6 (10.00%) Virtual Machines
3 2 (3.33%) XenApp
3 2 (3.33%) XenDesktop
Systems Management
1 7 (11.67%) Kubernetes
2 6 (10.00%) Opscode Chef
2 6 (10.00%) Puppet
2 6 (10.00%) Terraform
3 2 (3.33%) FortiGate
3 2 (3.33%) HP Data Protector
3 2 (3.33%) Microsoft Intune
3 2 (3.33%) NetBackup
Vendors
1 42 (70.00%) Microsoft
2 10 (16.67%) Databricks
3 8 (13.33%) Tableau
4 7 (11.67%) Atlassian
5 3 (5.00%) Alteryx
6 2 (3.33%) arcserve
6 2 (3.33%) CheckPoint
6 2 (3.33%) Cisco
6 2 (3.33%) Citrix
6 2 (3.33%) CommVault
6 2 (3.33%) Oracle
6 2 (3.33%) Veeam