Period
to 18 January 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 18 January 2018 with a comparison to the same period in the previous 2 years.

Microsoft Azure Machine Learning (Azure ML)
UK > England
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 1065 1142 1244
Rank change year-on-year +77 +102 -
Permanent jobs citing Azure Machine Learning 97 24 11
As % of all permanent IT jobs advertised in England 0.060% 0.014% 0.006%
As % of the Cloud Services category 0.30% 0.11% 0.056%
Number of salaries quoted 90 24 10
England median annual salary £62,500 £66,250 £90,000
Median salary % change year-on-year -5.66% -26.39% -
10th Percentile £31,250 £46,250 £80,000
90th Percentile £80,000 £96,750 £120,000
UK median annual salary £60,000 £66,250 £90,000
% change year-on-year -9.43% -26.39% -

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 England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 32,424 22,727 19,498
As % of all permanent IT jobs advertised in England 19.91% 13.58% 10.00%
Number of salaries quoted 27,146 19,167 16,574
England median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £28,000 £28,500 £27,500
90th Percentile £82,500 £80,000 £78,750
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Azure Machine Learning
Job Vacancy Trend in England

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

Job vacancy trend for Azure Machine Learning in England

Azure Machine Learning
Salary Trend in England

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

Salary trend for Azure Machine Learning in England

Azure Machine Learning
Salary Histogram in England

The salary distribution of IT jobs citing Azure Machine Learning in England over the 6 months to 18 January 2018.

Salary histogram for Azure Machine Learning in England

Azure Machine Learning
Job Locations in England

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 England region over the 6 months to 18 January 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
London +42 65 £65,000 -8.77% 2
South East +50 12 £53,750 +13.16%
East of England - 8 £37,500 -
West Midlands - 6 £30,000 -
Midlands - 6 £30,000 -
South West -7 3 £75,000 +36.36% 1
North of England -3 2 £31,500 -40.00%
North West -5 2 £31,500 -40.00%
Azure Machine Learning
UK

For the 6 months to 18 January 2018, 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 England region with a requirement for Azure Machine Learning.

1 97 (100.00%) Microsoft Azure
2 73 (75.26%) Analytics
3 72 (74.23%) SQL
4 70 (72.16%) Business Intelligence
4 70 (72.16%) Machine Learning
5 67 (69.07%) Power BI
6 58 (59.79%) SQL Server
6 58 (59.79%) Microsoft
7 56 (57.73%) SQL Server Integration Services
7 56 (57.73%) R
8 53 (54.64%) Python
9 49 (50.52%) Data Warehouse
10 43 (44.33%) Big Data
11 41 (42.27%) Analytical Skills
12 40 (41.24%) C#
13 34 (35.05%) .NET
14 33 (34.02%) ETL
15 31 (31.96%) Tableau
15 31 (31.96%) Hadoop
16 30 (30.93%) SQL Server Reporting Services
17 29 (29.90%) SQL Server Analysis Services
18 28 (28.87%) Apache Spark
18 28 (28.87%) Degree
19 27 (27.84%) Mathematics
19 27 (27.84%) Visualisation
19 27 (27.84%) Data Visualisation
20 26 (26.80%) Amazon AWS
20 26 (26.80%) Data Modelling
21 25 (25.77%) Agile Software Development
22 22 (22.68%) ASP.NET

Azure Machine Learning
Co-occurring IT Skills in England 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 28 (28.87%) Apache Spark
2 6 (6.19%) Apache
3 3 (3.09%) SharePoint
4 2 (2.06%) Elasticsearch
4 2 (2.06%) Tomcat
5 1 (1.03%) Apache Pig
5 1 (1.03%) EPiServer
Applications
1 14 (14.43%) Microsoft Excel
2 6 (6.19%) SPSS
3 3 (3.09%) Chatbot
Business Applications
1 2 (2.06%) Dynamics AX
2 1 (1.03%) Dynamics CRM
2 1 (1.03%) Dynamics NAV
Cloud Services
1 97 (100.00%) Microsoft Azure
2 26 (26.80%) Amazon AWS
3 15 (15.46%) Azure Data Factory
4 12 (12.37%) Cloud Computing
5 4 (4.12%) Data Lake Analytics
5 4 (4.12%) Google Cloud Platform
6 3 (3.09%) Cortana Intelligence Suite
7 2 (2.06%) GitHub
8 1 (1.03%) Dynamics 365
Database & Business Intelligence
1 67 (69.07%) Power BI
2 58 (59.79%) SQL Server
3 56 (57.73%) SQL Server Integration Services
4 49 (50.52%) Data Warehouse
5 43 (44.33%) Big Data
6 31 (31.96%) Hadoop
7 30 (30.93%) SQL Server Reporting Services
8 29 (29.90%) SQL Server Analysis Services
9 22 (22.68%) SQL Server 2016
10 19 (19.59%) Amazon RDS
10 19 (19.59%) Amazon Redshift
10 19 (19.59%) SQL Server 2012
11 14 (14.43%) Azure SQL Data Warehouse
12 12 (12.37%) PowerPivot
12 12 (12.37%) Relational Database
13 8 (8.25%) QlikView
14 7 (7.22%) Data Lake
14 7 (7.22%) HDInsight
15 6 (6.19%) BusinessObjects
15 6 (6.19%) NoSQL
Development Applications
1 6 (6.19%) Git (software)
2 2 (2.06%) Cucumber
2 2 (2.06%) JBehave
2 2 (2.06%) JUnit
2 2 (2.06%) Maven
2 2 (2.06%) Mockito
2 2 (2.06%) Visual Studio
3 1 (1.03%) Mercurial
3 1 (1.03%) Subversion
3 1 (1.03%) TeamCity
3 1 (1.03%) Visual Studio Team System
General
1 14 (14.43%) Finance
2 6 (6.19%) Banking
3 5 (5.15%) Retail
3 5 (5.15%) Retail Finance
4 4 (4.12%) Automotive
5 3 (3.09%) Advertising
6 2 (2.06%) French Language
7 1 (1.03%) Aerospace
7 1 (1.03%) Manufacturing
Job Titles
1 33 (34.02%) Developer
2 32 (32.99%) Consultant
3 27 (27.84%) Business Intelligence Consultant
4 24 (24.74%) Business Intelligence Lead
5 18 (18.56%) Business Intelligence Developer
6 15 (15.46%) Data Scientist
7 12 (12.37%) Azure Developer
8 10 (10.31%) Azure Consultant
8 10 (10.31%) SSIS Consultant
8 10 (10.31%) SSRS Consultant
9 7 (7.22%) Analytics Consultant
9 7 (7.22%) Machine Learning Scientist
10 6 (6.19%) Big Data Developer
10 6 (6.19%) Senior Developer
10 6 (6.19%) SQL Developer
10 6 (6.19%) SSAS Developer
10 6 (6.19%) SSIS Developer
10 6 (6.19%) SSRS Developer
11 5 (5.15%) .NET Developer
11 5 (5.15%) Agile Developer
Libraries, Frameworks & Software Standards
1 34 (35.05%) .NET
2 22 (22.68%) ASP.NET
3 12 (12.37%) Natural Language Processing
4 11 (11.34%) JSON
5 10 (10.31%) REST
6 7 (7.22%) TensorFlow
7 6 (6.19%) AngularJS
7 6 (6.19%) React
8 5 (5.15%) Flask
8 5 (5.15%) SOAP
8 5 (5.15%) Web Services
9 3 (3.09%) .NET Framework
9 3 (3.09%) Entity Framework
9 3 (3.09%) GraphX
9 3 (3.09%) Kafka
9 3 (3.09%) PySpark
10 2 (2.06%) Guice
10 2 (2.06%) JAX-RS
10 2 (2.06%) Keras
10 2 (2.06%) RAML
Miscellaneous
1 41 (42.27%) Analytical Skills
2 17 (17.53%) Computer Science
3 12 (12.37%) NHS
4 6 (6.19%) Fintech
5 3 (3.09%) Algorithms
6 1 (1.03%) Mobile Banking
Operating Systems
1 2 (2.06%) Linux
Processes & Methodologies
1 73 (75.26%) Analytics
2 70 (72.16%) Business Intelligence
2 70 (72.16%) Machine Learning
3 33 (34.02%) ETL
4 27 (27.84%) Data Visualisation
4 27 (27.84%) Mathematics
4 27 (27.84%) Visualisation
5 26 (26.80%) Data Modelling
6 25 (25.77%) Agile Software Development
7 19 (19.59%) Dimensional Modelling
8 14 (14.43%) Data Analytics
9 13 (13.40%) Coaching
9 13 (13.40%) Predictive Analytics
10 10 (10.31%) Artificial Intelligence
10 10 (10.31%) DevOps
10 10 (10.31%) Presales
11 8 (8.25%) Scrum
12 7 (7.22%) Neural Network
12 7 (7.22%) Software Engineering
12 7 (7.22%) Translating Business Requirements
Programming Languages
1 72 (74.23%) SQL
2 56 (57.73%) R
3 53 (54.64%) Python
4 40 (41.24%) C#
5 15 (15.46%) T-SQL
6 11 (11.34%) Java
7 8 (8.25%) PowerShell
8 6 (6.19%) JavaScript
9 4 (4.12%) C++
9 4 (4.12%) MATLAB
9 4 (4.12%) U-SQL
10 2 (2.06%) Bash Shell
10 2 (2.06%) Scala
10 2 (2.06%) Shell Script
10 2 (2.06%) VB.NET
11 1 (1.03%) TypeScript
Qualifications
1 28 (28.87%) Degree
2 8 (8.25%) PhD
3 7 (7.22%) Numerate Degree
4 3 (3.09%) Master's Degree
5 2 (2.06%) Computer Science Degree
Quality Assurance & Compliance
1 2 (2.06%) QA
2 1 (1.03%) Data Quality
2 1 (1.03%) GDPR
System Software
1 1 (1.03%) Docker
Vendors
1 58 (59.79%) Microsoft
2 31 (31.96%) Tableau
3 21 (21.65%) Alteryx
4 12 (12.37%) Oracle
5 10 (10.31%) IBM
6 8 (8.25%) SAP
7 6 (6.19%) Cognos
8 4 (4.12%) Google
8 4 (4.12%) Infor
8 4 (4.12%) Informatica
9 2 (2.06%) Atlassian
9 2 (2.06%) Hortonworks
10 1 (1.03%) Xamarin