Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

Microsoft Azure Machine Learning (Azure ML)
England > London
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 761 822 905
Rank change year-on-year +61 +83 -
Permanent jobs citing Azure Machine Learning 77 20 12
As % of all permanent IT jobs advertised in London 0.10% 0.026% 0.013%
As % of the Cloud Services category 0.49% 0.17% 0.12%
Number of salaries quoted 75 19 5
London median annual salary £65,000 £75,000 £80,000
Median salary % change year-on-year -13.33% -6.25% -
England median annual salary £56,000 £70,000 £80,000
% change year-on-year -20.00% -12.50% -

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 15673 11605 9761
As % of all permanent IT jobs advertised in London 20.89% 15.31% 10.95%
Number of salaries quoted 13035 10037 8298
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% +4.76%
10th Percentile £35,000 £33,750 £32,425
90th Percentile £88,750 £86,250 £85,000
England median annual salary £52,500 £52,000 £50,000
% change year-on-year +0.96% +4.00% +5.26%

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 24 November 2017.

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 24 November 2017. 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 - 27 £72,500 -
West London - 4 £73,750 -
Azure Machine Learning
England

For the 6 months to 24 November 2017, IT jobs citing Azure Machine Learning also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Azure Machine Learning.

1 77 (100.00%) Microsoft Azure
2 64 (83.12%) Analytics
3 55 (71.43%) Business Intelligence
3 55 (71.43%) Microsoft
4 53 (68.83%) Machine Learning
5 52 (67.53%) Power BI
6 51 (66.23%) SQL Server
7 50 (64.94%) R
8 48 (62.34%) SQL
9 46 (59.74%) Data Warehouse
10 44 (57.14%) SQL Server Integration Services
11 40 (51.95%) Big Data
12 38 (49.35%) Tableau
13 37 (48.05%) Python
14 34 (44.16%) .NET
14 34 (44.16%) C#
14 34 (44.16%) Analytical Skills
15 30 (38.96%) Data Visualisation
15 30 (38.96%) Visualisation
15 30 (38.96%) SQL Server Reporting Services
16 29 (37.66%) Agile Software Development
17 28 (36.36%) SQL Server Analysis Services
18 27 (35.06%) ETL
19 26 (33.77%) Degree
20 25 (32.47%) Mathematics
21 24 (31.17%) ASP.NET
21 24 (31.17%) SQL Server 2016
22 23 (29.87%) Amazon AWS
23 22 (28.57%) Computer Science
23 22 (28.57%) Hadoop

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 18 (23.38%) Apache Spark
2 4 (5.19%) SAS
3 3 (3.90%) SharePoint
4 2 (2.60%) Apache
4 2 (2.60%) Elasticsearch
4 2 (2.60%) Tomcat
Applications
1 10 (12.99%) Microsoft Excel
2 3 (3.90%) SPSS
Business Applications
1 1 (1.30%) Dynamics AX
1 1 (1.30%) Dynamics CRM
1 1 (1.30%) Dynamics NAV
Cloud Services
1 77 (100.00%) Microsoft Azure
2 23 (29.87%) Amazon AWS
3 8 (10.39%) Cloud Computing
4 5 (6.49%) Google Cloud Platform
5 4 (5.19%) Serverless
6 3 (3.90%) Azure Data Factory
7 2 (2.60%) Data Lake Analytics
8 1 (1.30%) Cortana Intelligence Suite
Database & Business Intelligence
1 52 (67.53%) Power BI
2 51 (66.23%) SQL Server
3 46 (59.74%) Data Warehouse
4 44 (57.14%) SQL Server Integration Services
5 40 (51.95%) Big Data
6 30 (38.96%) SQL Server Reporting Services
7 28 (36.36%) SQL Server Analysis Services
8 24 (31.17%) SQL Server 2016
9 22 (28.57%) Hadoop
10 21 (27.27%) SQL Server 2012
11 19 (24.68%) Amazon RDS
11 19 (24.68%) Amazon Redshift
12 17 (22.08%) QlikView
13 11 (14.29%) Azure SQL Data Warehouse
14 8 (10.39%) PowerPivot
14 8 (10.39%) Relational Database
15 7 (9.09%) MongoDB
16 6 (7.79%) NoSQL
17 5 (6.49%) Apache Cassandra
17 5 (6.49%) Apache Hive
Development Applications
1 4 (5.19%) Git (software)
2 2 (2.60%) Cucumber
2 2 (2.60%) JBehave
2 2 (2.60%) JIRA
2 2 (2.60%) JUnit
2 2 (2.60%) Maven
2 2 (2.60%) Mockito
2 2 (2.60%) SpecFlow
2 2 (2.60%) Team Foundation Server
2 2 (2.60%) Visual Studio
3 1 (1.30%) TeamCity
3 1 (1.30%) Visual Studio Team System
General
1 11 (14.29%) Finance
2 6 (7.79%) Banking
3 5 (6.49%) Retail
3 5 (6.49%) Retail Finance
4 2 (2.60%) French Language
5 1 (1.30%) Advertising
5 1 (1.30%) Marketing
Job Titles
1 30 (38.96%) Consultant
2 26 (33.77%) Developer
3 21 (27.27%) Business Intelligence Consultant
3 21 (27.27%) Business Intelligence Lead
4 17 (22.08%) Business Intelligence Developer
5 12 (15.58%) Data Scientist
6 11 (14.29%) Analytics Consultant
7 10 (12.99%) Azure Developer
8 9 (11.69%) Azure Consultant
8 9 (11.69%) SSIS Consultant
8 9 (11.69%) SSRS Consultant
9 7 (9.09%) Data Analytics Consultant
9 7 (9.09%) Data Consultant
10 6 (7.79%) Machine Learning Scientist
10 6 (7.79%) Senior Developer
10 6 (7.79%) SSAS Developer
10 6 (7.79%) SSIS Developer
10 6 (7.79%) SSRS Developer
11 5 (6.49%) Analyst
11 5 (6.49%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 34 (44.16%) .NET
2 24 (31.17%) ASP.NET
3 6 (7.79%) .NET Framework
3 6 (7.79%) Entity Framework
3 6 (7.79%) REST
4 5 (6.49%) JSON
4 5 (6.49%) Natural Language Processing
4 5 (6.49%) SOAP
4 5 (6.49%) Web Services
5 4 (5.19%) ADO.NET
5 4 (5.19%) ASP.NET MVC
5 4 (5.19%) ASP.NET Web API
5 4 (5.19%) CSS
5 4 (5.19%) CSS3
5 4 (5.19%) HTML
5 4 (5.19%) HTML5
5 4 (5.19%) WCF
5 4 (5.19%) WPF
6 3 (3.90%) React
7 2 (2.60%) React Native
Miscellaneous
1 34 (44.16%) Analytical Skills
2 22 (28.57%) Computer Science
3 8 (10.39%) Fintech
3 8 (10.39%) NHS
4 4 (5.19%) Greenfield Project
5 1 (1.30%) Algorithms
5 1 (1.30%) Hedge funds
5 1 (1.30%) Mobile Banking
5 1 (1.30%) Social Media
Operating Systems
1 2 (2.60%) Android
1 2 (2.60%) Apple iOS
1 2 (2.60%) Linux
1 2 (2.60%) Windows
Processes & Methodologies
1 64 (83.12%) Analytics
2 55 (71.43%) Business Intelligence
3 53 (68.83%) Machine Learning
4 30 (38.96%) Data Visualisation
4 30 (38.96%) Visualisation
5 29 (37.66%) Agile Software Development
6 27 (35.06%) ETL
7 25 (32.47%) Mathematics
8 21 (27.27%) Data Modelling
9 19 (24.68%) Dimensional Modelling
10 15 (19.48%) Business Analytics
10 15 (19.48%) Predictive Analytics
11 14 (18.18%) Data Analytics
12 13 (16.88%) Coaching
12 13 (16.88%) Presales
13 12 (15.58%) Translating Business Requirements
14 9 (11.69%) Scrum
15 7 (9.09%) Artificial Intelligence
15 7 (9.09%) DevOps
15 7 (9.09%) Technical Architecture
Programming Languages
1 50 (64.94%) R
2 48 (62.34%) SQL
3 37 (48.05%) Python
4 34 (44.16%) C#
5 10 (12.99%) Java
6 7 (9.09%) T-SQL
7 6 (7.79%) JavaScript
8 5 (6.49%) C++
9 3 (3.90%) PowerShell
9 3 (3.90%) Scala
10 2 (2.60%) Apple Swift
10 2 (2.60%) Bash Shell
10 2 (2.60%) MATLAB
10 2 (2.60%) Objective-C
10 2 (2.60%) Shell Script
10 2 (2.60%) U-SQL
11 1 (1.30%) VB.NET
Qualifications
1 26 (33.77%) Degree
2 12 (15.58%) Numerate Degree
3 6 (7.79%) PhD
4 3 (3.90%) Master's Degree
5 2 (2.60%) Computer Science Degree
Quality Assurance & Compliance
1 3 (3.90%) Data Quality
2 1 (1.30%) GDPR
System Software
1 3 (3.90%) Docker
Systems Management
1 2 (2.60%) Kubernetes
Vendors
1 55 (71.43%) Microsoft
2 38 (49.35%) Tableau
3 19 (24.68%) Alteryx
4 8 (10.39%) Oracle
5 7 (9.09%) Google
6 5 (6.49%) IBM
7 4 (5.19%) Atlassian
8 2 (2.60%) AppDynamics
8 2 (2.60%) New Relic
8 2 (2.60%) Xamarin
9 1 (1.30%) Hortonworks