Period
to 24 February 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 February 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 Feb 2018
Same period 2017 Same period 2016
Rank 755 802 889
Rank change year-on-year +47 +87 +14
Permanent jobs citing Azure Machine Learning 69 22 12
As % of all permanent IT jobs advertised in London 0.099% 0.031% 0.014%
As % of the Cloud Services category 0.42% 0.19% 0.12%
Number of salaries quoted 67 22 11
London median annual salary £65,000 £70,000 £90,000
Median salary % change year-on-year -7.14% -22.22% +56.52%
10th Percentile £45,750 £55,375 £80,000
90th Percentile £85,500 £85,000 £117,500
England median annual salary £65,000 £70,000 £80,000
% change year-on-year -7.14% -12.50% +39.13%

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 16,327 11,346 10,418
As % of all permanent IT jobs advertised in London 23.45% 16.24% 12.13%
Number of salaries quoted 13,784 9,697 8,935
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £35,000 £33,750 £32,500
90th Percentile £90,000 £86,250 £85,000
England median annual salary £52,500 £51,000 £50,000
% change year-on-year +2.94% +2.00% +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 February 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 February 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 - 23 £60,000 - 2
West London - 2 £67,500 -
Azure Machine Learning
England

For the 6 months to 24 February 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 57 (82.61%) Analytics
3 55 (79.71%) SQL
4 54 (78.26%) Microsoft
5 51 (73.91%) Business Intelligence
6 49 (71.01%) Power BI
7 47 (68.12%) R
8 46 (66.67%) SQL Server
8 46 (66.67%) Machine Learning
9 39 (56.52%) Data Warehouse
9 39 (56.52%) SQL Server Integration Services
10 37 (53.62%) Python
10 37 (53.62%) Analytical Skills
11 36 (52.17%) Big Data
12 34 (49.28%) .NET
12 34 (49.28%) C#
13 33 (47.83%) Tableau
14 29 (42.03%) Data Science
15 27 (39.13%) Agile Software Development
16 26 (37.68%) ETL
17 25 (36.23%) Degree
17 25 (36.23%) Apache Spark
18 24 (34.78%) Alteryx
18 24 (34.78%) Mathematics
18 24 (34.78%) Data Modelling
19 23 (33.33%) SQL Server Analysis Services
20 21 (30.43%) SQL Server 2016
20 21 (30.43%) Amazon AWS
20 21 (30.43%) SQL Server Reporting Services
21 20 (28.99%) 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 25 (36.23%) Apache Spark
2 3 (4.35%) SharePoint
3 2 (2.90%) Apache
4 1 (1.45%) Apache Pig
Applications
1 14 (20.29%) Microsoft Excel
Business Applications
1 1 (1.45%) Dynamics AX
1 1 (1.45%) Dynamics CRM
1 1 (1.45%) Dynamics NAV
Cloud Services
1 69 (100.00%) Microsoft Azure
2 21 (30.43%) Amazon AWS
3 12 (17.39%) Cloud Computing
4 2 (2.90%) Azure Data Factory
4 2 (2.90%) Data Lake Analytics
4 2 (2.90%) Google Cloud Platform
5 1 (1.45%) OpenShift
Database & Business Intelligence
1 49 (71.01%) Power BI
2 46 (66.67%) SQL Server
3 39 (56.52%) Data Warehouse
3 39 (56.52%) SQL Server Integration Services
4 36 (52.17%) Big Data
5 23 (33.33%) SQL Server Analysis Services
6 21 (30.43%) SQL Server 2016
6 21 (30.43%) SQL Server Reporting Services
7 20 (28.99%) Hadoop
8 19 (27.54%) Amazon RDS
8 19 (27.54%) Amazon Redshift
8 19 (27.54%) SQL Server 2012
9 13 (18.84%) PowerPivot
10 12 (17.39%) Relational Database
11 10 (14.49%) Apache Hive
12 9 (13.04%) Azure SQL Data Warehouse
12 9 (13.04%) Data Lake
13 7 (10.14%) QlikView
14 6 (8.70%) Microsoft Analysis Services
15 4 (5.80%) MongoDB
Development Applications
1 2 (2.90%) Visual Studio
2 1 (1.45%) TeamCity
2 1 (1.45%) Visual Studio Team System
General
1 13 (18.84%) Finance
2 5 (7.25%) Banking
2 5 (7.25%) Retail
2 5 (7.25%) Retail Finance
3 2 (2.90%) Advertising
3 2 (2.90%) French Language
4 1 (1.45%) Aerospace
Job Titles
1 26 (37.68%) Consultant
2 24 (34.78%) Business Intelligence Consultant
3 23 (33.33%) Business Intelligence Lead
4 18 (26.09%) Developer
5 12 (17.39%) Business Intelligence Developer
6 11 (15.94%) Azure Developer
7 7 (10.14%) Azure Consultant
7 7 (10.14%) Data Scientist
7 7 (10.14%) SSIS Consultant
7 7 (10.14%) SSRS Consultant
8 6 (8.70%) Senior Developer
8 6 (8.70%) SSAS Developer
8 6 (8.70%) SSIS Developer
8 6 (8.70%) SSRS Developer
9 5 (7.25%) Analytics Consultant
9 5 (7.25%) Architect
9 5 (7.25%) Azure Engineer
9 5 (7.25%) Microsoft Consultant
10 4 (5.80%) .NET Developer
11 3 (4.35%) C# Developer
Libraries, Frameworks & Software Standards
1 34 (49.28%) .NET
2 19 (27.54%) ASP.NET
3 6 (8.70%) REST
4 5 (7.25%) JSON
4 5 (7.25%) SOAP
4 5 (7.25%) Web Services
5 4 (5.80%) Natural Language Processing
6 2 (2.90%) .NET Framework
6 2 (2.90%) ADO
6 2 (2.90%) Entity Framework
6 2 (2.90%) Keras
6 2 (2.90%) RAML
6 2 (2.90%) TensorFlow
7 1 (1.45%) Node.js
7 1 (1.45%) React
7 1 (1.45%) Redux
Miscellaneous
1 37 (53.62%) Analytical Skills
2 12 (17.39%) NHS
3 10 (14.49%) Computer Science
4 5 (7.25%) Fintech
Processes & Methodologies
1 57 (82.61%) Analytics
2 51 (73.91%) Business Intelligence
3 46 (66.67%) Machine Learning
4 29 (42.03%) Data Science
5 27 (39.13%) Agile Software Development
6 26 (37.68%) ETL
7 24 (34.78%) Data Modelling
7 24 (34.78%) Mathematics
8 19 (27.54%) Data Visualisation
8 19 (27.54%) Dimensional Modelling
8 19 (27.54%) Visualisation
9 15 (21.74%) Presales
10 13 (18.84%) Coaching
11 9 (13.04%) Data Analytics
11 9 (13.04%) Statistics
11 9 (13.04%) Technical Architecture
12 8 (11.59%) DevOps
12 8 (11.59%) Predictive Analytics
13 7 (10.14%) Artificial Intelligence
13 7 (10.14%) Use Case
Programming Languages
1 55 (79.71%) SQL
2 47 (68.12%) R
3 37 (53.62%) Python
4 34 (49.28%) C#
5 12 (17.39%) Java
6 6 (8.70%) T-SQL
7 4 (5.80%) U-SQL
8 2 (2.90%) C++
8 2 (2.90%) Data Analysis Expressions (DAX)
8 2 (2.90%) MATLAB
8 2 (2.90%) PowerShell
9 1 (1.45%) Groovy
9 1 (1.45%) JavaScript
9 1 (1.45%) Scala
Qualifications
1 25 (36.23%) Degree
2 4 (5.80%) Numerate Degree
2 4 (5.80%) PhD
3 3 (4.35%) Master's Degree
4 2 (2.90%) Computer Science Degree
Quality Assurance & Compliance
1 1 (1.45%) GDPR
System Software
1 1 (1.45%) Docker
Systems Management
1 1 (1.45%) Kubernetes
Vendors
1 54 (78.26%) Microsoft
2 33 (47.83%) Tableau
3 24 (34.78%) Alteryx
4 12 (17.39%) Oracle
5 2 (2.90%) Google
5 2 (2.90%) IBM