Period
to 24 June 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 24 June 2018 with a comparison to the same period in the previous 2 years.

Microsoft Azure Machine Learning (Azure ML)
England > London
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 753 729 877
Rank change year-on-year -24 +148 +35
Permanent jobs citing Azure Machine Learning 69 86 6
As % of all permanent IT jobs advertised in London 0.099% 0.12% 0.007%
As % of the Cloud Services category 0.39% 0.65% 0.053%
Number of salaries quoted 55 83 6
London median annual salary £67,500 £60,000 £105,000
Median salary % change year-on-year +12.50% -42.86% +82.61%
10th Percentile £51,250 £45,750 £71,250
90th Percentile £85,000 £85,000 £117,500
England median annual salary £67,500 £60,000 £77,500
% change year-on-year +12.50% -22.58% +34.78%

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 17,885 13,250 11,363
As % of all permanent IT jobs advertised in London 25.55% 18.83% 13.80%
Number of salaries quoted 14,578 10,961 9,754
London median annual salary £62,500 £60,000 £56,600
Median salary % change year-on-year +4.17% +6.01% +2.91%
10th Percentile £35,000 £33,000 £32,500
90th Percentile £92,500 £86,250 £83,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +1.01%

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 June 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 24 June 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 -11 18 £65,000 +13.04% 1
Azure Machine Learning
England

For the 6 months to 24 June 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 69 (100.00%) Microsoft Azure
2 66 (95.65%) Machine Learning
3 57 (82.61%) Microsoft
4 55 (79.71%) Analytics
5 54 (78.26%) SQL
6 43 (62.32%) Data Lake
7 40 (57.97%) Power BI
7 40 (57.97%) Business Intelligence
8 39 (56.52%) SQL Server
9 36 (52.17%) Data Science
10 34 (49.28%) Azure SQL Database
11 31 (44.93%) PaaS
12 30 (43.48%) SQL Server Integration Services
13 29 (42.03%) Agile Software Development
13 29 (42.03%) Azure SQL Data Warehouse
14 27 (39.13%) Data Analytics
14 27 (39.13%) .NET
14 27 (39.13%) R
14 27 (39.13%) Big Data
15 26 (37.68%) Apache Spark
15 26 (37.68%) Azure Data Factory
16 25 (36.23%) SQL Server Analysis Services
17 24 (34.78%) C#
18 23 (33.33%) Project Management
18 23 (33.33%) Predictive Analytics
19 22 (31.88%) Java
19 22 (31.88%) Python
20 21 (30.43%) Advertising
20 21 (30.43%) Mathematics
20 21 (30.43%) Degree

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 26 (37.68%) Apache Spark
2 10 (14.49%) Apache
3 7 (10.14%) Elasticsearch
3 7 (10.14%) Tomcat
4 3 (4.35%) Apache Solr
5 2 (2.90%) SharePoint
5 2 (2.90%) Skype for Business
Applications
1 1 (1.45%) Microsoft Excel
Cloud Services
1 69 (100.00%) Microsoft Azure
2 31 (44.93%) PaaS
3 26 (37.68%) Azure Data Factory
4 5 (7.25%) Amazon AWS
4 5 (7.25%) Serverless
5 4 (5.80%) SaaS
6 3 (4.35%) Cortana Intelligence Suite
6 3 (4.35%) IaaS
7 2 (2.90%) Azure Active Directory
7 2 (2.90%) Cloud Computing
7 2 (2.90%) Office 365
8 1 (1.45%) OpenShift
Communications & Networking
1 2 (2.90%) Cisco ASA
1 2 (2.90%) Remote Desktop
1 2 (2.90%) Skype
Database & Business Intelligence
1 43 (62.32%) Data Lake
2 40 (57.97%) Power BI
3 39 (56.52%) SQL Server
4 34 (49.28%) Azure SQL Database
5 30 (43.48%) SQL Server Integration Services
6 29 (42.03%) Azure SQL Data Warehouse
7 27 (39.13%) Big Data
8 25 (36.23%) SQL Server Analysis Services
9 19 (27.54%) SQL Server Reporting Services
10 17 (24.64%) Microsoft Analysis Services
11 14 (20.29%) Apache Hive
12 13 (18.84%) Data Warehouse
12 13 (18.84%) Hadoop
13 10 (14.49%) NoSQL
14 8 (11.59%) QlikView
15 7 (10.14%) Mahout
15 7 (10.14%) MarkLogic
15 7 (10.14%) SQL Server 2016
15 7 (10.14%) Triplestore
16 5 (7.25%) Cosmos DB
Development Applications
1 14 (20.29%) RStudio
2 9 (13.04%) Git (software)
3 7 (10.14%) Cucumber
3 7 (10.14%) JBehave
3 7 (10.14%) JUnit
3 7 (10.14%) Maven
3 7 (10.14%) Mockito
4 3 (4.35%) Visual Studio
4 3 (4.35%) Visual Studio Team System
5 2 (2.90%) Jenkins
General
1 21 (30.43%) Advertising
2 17 (24.64%) Finance
3 9 (13.04%) Games
4 2 (2.90%) Retail
Job Titles
1 34 (49.28%) Consultant
2 23 (33.33%) Azure Consultant
3 21 (30.43%) Data Consultant
4 12 (17.39%) Developer
5 11 (15.94%) Azure Engineer
6 9 (13.04%) Business Intelligence Consultant
6 9 (13.04%) Microsoft Consultant
7 8 (11.59%) Analytics Consultant
8 7 (10.14%) Java Developer
8 7 (10.14%) Lead Developer
8 7 (10.14%) Lead Java Developer
8 7 (10.14%) Senior Consultant
9 6 (8.70%) Architect
10 5 (7.25%) Microsoft BI Consultant
11 4 (5.80%) Azure Developer
11 4 (5.80%) Senior Microsoft Consultant
12 3 (4.35%) Azure Architect
12 3 (4.35%) Integration Developer
12 3 (4.35%) Senior Business Intelligence Consultant
13 2 (2.90%) Business Consultant
Libraries, Frameworks & Software Standards
1 27 (39.13%) .NET
2 7 (10.14%) Guice
2 7 (10.14%) JAXB
2 7 (10.14%) JAX-RS
2 7 (10.14%) Spring
3 5 (7.25%) JSON
3 5 (7.25%) SAML
4 3 (4.35%) GeoJSON
4 3 (4.35%) Kafka
4 3 (4.35%) REST
5 1 (1.45%) ASP.NET
Miscellaneous
1 2 (2.90%) Analytical Skills
1 2 (2.90%) Computer Science
2 1 (1.45%) NHS
Operating Systems
1 7 (10.14%) Linux
2 3 (4.35%) Windows
Processes & Methodologies
1 66 (95.65%) Machine Learning
2 55 (79.71%) Analytics
3 40 (57.97%) Business Intelligence
4 36 (52.17%) Data Science
5 29 (42.03%) Agile Software Development
6 27 (39.13%) Data Analytics
7 23 (33.33%) Predictive Analytics
7 23 (33.33%) Project Management
8 21 (30.43%) Mathematics
9 14 (20.29%) Statistics
9 14 (20.29%) Use Case
10 13 (18.84%) Configuration Management
11 11 (15.94%) IT Strategy
12 10 (14.49%) Scrum
13 9 (13.04%) Stakeholder Engagement
14 8 (11.59%) Artificial Intelligence
14 8 (11.59%) Presales
15 7 (10.14%) Actionable Insight
15 7 (10.14%) Adaptive Web Design
15 7 (10.14%) Translating Business Requirements
Programming Languages
1 54 (78.26%) SQL
2 27 (39.13%) R
3 24 (34.78%) C#
4 22 (31.88%) Java
4 22 (31.88%) Python
5 21 (30.43%) Data Analysis Expressions (DAX)
6 6 (8.70%) Bash Shell
7 4 (5.80%) Shell Script
8 3 (4.35%) JavaScript
8 3 (4.35%) PowerShell
9 1 (1.45%) Groovy
Qualifications
1 21 (30.43%) Degree
2 5 (7.25%) Numerate Degree
3 4 (5.80%) Security Cleared
4 2 (2.90%) Microsoft Certification
System Software
1 2 (2.90%) Active Directory
1 2 (2.90%) Docker
1 2 (2.90%) Virtual Machines
1 2 (2.90%) XenApp
1 2 (2.90%) XenDesktop
Systems Management
1 3 (4.35%) Kubernetes
2 2 (2.90%) FortiGate
2 2 (2.90%) Microsoft Intune
2 2 (2.90%) NetBackup
2 2 (2.90%) Opscode Chef
2 2 (2.90%) Puppet
2 2 (2.90%) Terraform
Vendors
1 57 (82.61%) Microsoft
2 20 (28.99%) Tableau
3 12 (17.39%) Alteryx
4 7 (10.14%) Atlassian
5 3 (4.35%) Databricks
5 3 (4.35%) Oracle
6 2 (2.90%) arcserve
6 2 (2.90%) CheckPoint
6 2 (2.90%) Cisco
6 2 (2.90%) Citrix
6 2 (2.90%) CommVault
6 2 (2.90%) Veeam