Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 21 July 2017

The following table provides summary statistics for permanent job vacancies 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 21 July 2017 with a comparison to the same period in the previous 2 years.

Microsoft Azure Machine Learning (Azure ML)
UK
6 months to
21 Jul 2017		 Same period 2016 Same period 2015
Rank 1066 1261 1310
Rank change year-on-year +195 +49 +8
Permanent jobs citing Azure Machine Learning 126 20 8
As % of all permanent IT jobs advertised in the UK 0.071% 0.010% 0.004%
As % of the Cloud Services category 0.43% 0.084% 0.042%
Number of salaries quoted 120 18 1
UK median annual salary £60,000 £73,750 £57,500
Median salary % change year-on-year -18.64% +28.26% -19.30%
10th Percentile £31,250 £48,125 £53,750
90th Percentile £80,250 £117,500 £61,250
UK excluding London median annual salary £35,000 £48,750 -
% change year-on-year -28.21% - -

Azure Machine Learning is in the cloud computing skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for cloud computing skills.

Cloud Computing Skills
UK
Permanent job vacancies with a requirement for cloud computing skills 29454 23921 19273
As % of all permanent IT job vacancies advertised in the UK 16.51% 11.80% 8.69%
Number of salaries quoted 24282 20170 15531
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £28,250 £27,500 £27,500
90th Percentile £80,000 £78,750 £76,250
UK excluding London median annual salary £45,000 £44,000 £42,500
% change year-on-year +2.27% +3.53% +6.25%

Azure Machine Learning
Job Vacancy Trend

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

Job vacancy trend for Azure Machine Learning in the UK

Azure Machine Learning
Salary Trend

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

Salary trend for Azure Machine Learning in the UK

Azure Machine Learning
Salary Histogram

The salary distribution of IT jobs citing Azure Machine Learning over the 6 months to 21 July 2017.

Salary histogram for Azure Machine Learning in the UK

Azure Machine Learning
Top 10 Job Locations

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 UK over the 6 months to 21 July 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
England +185 124 £60,000 -22.58% 7
London +140 90 £60,000 -36.84% 4
UK excluding London +116 34 £35,000 -28.21% 3
South East +96 13 £55,000 +15.79% 2
Midlands - 13 £32,500 -
West Midlands - 13 £32,500 -
East of England - 6 £35,000 -
South West +10 1 £87,500 +84.21%
North West -12 1 - - 1
North of England -16 1 - - 1

For the 6 months to 21 July 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 with a requirement for Azure Machine Learning.

1 126 (100.00%) Microsoft Azure
2 105 (83.33%) Machine Learning
3 99 (78.57%) SQL Server
4 93 (73.81%) Business Intelligence
5 92 (73.02%) Analytics
6 87 (69.05%) Microsoft
7 80 (63.49%) Data Warehouse
7 80 (63.49%) Power BI
8 76 (60.32%) SQL Server Integration Services
9 71 (56.35%) R
10 70 (55.56%) Big Data
11 63 (50.00%) SQL Server Reporting Services
12 60 (47.62%) SQL
13 56 (44.44%) Visualisation
13 56 (44.44%) Data Visualisation
14 55 (43.65%) SQL Server Analysis Services
15 50 (39.68%) QlikView
15 50 (39.68%) ETL
15 50 (39.68%) Tableau
16 49 (38.89%) Computer Science
16 49 (38.89%) Agile Software Development
17 48 (38.10%) C#
18 45 (35.71%) .NET
18 45 (35.71%) Degree
19 44 (34.92%) Predictive Analytics
20 43 (34.13%) Mathematics
21 42 (33.33%) Business Analytics
22 39 (30.95%) Scrum
23 36 (28.57%) Finance
23 36 (28.57%) JavaScript

Azure Machine Learning
Co-occurring IT Skills 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 4 (3.17%) SAS
2 3 (2.38%) Apache Spark
3 1 (0.79%) Apache Solr
3 1 (0.79%) Elasticsearch
Applications
1 16 (12.70%) SPSS
2 1 (0.79%) Chatbot
Business Applications
1 1 (0.79%) Cognos Business Intelligence
Cloud Services
1 126 (100.00%) Microsoft Azure
2 20 (15.87%) Amazon AWS
3 16 (12.70%) Azure Data Factory
4 2 (1.59%) Cortana Intelligence Suite
4 2 (1.59%) Google Cloud Platform
Communications & Networking
1 1 (0.79%) Internet
Database & Business Intelligence
1 99 (78.57%) SQL Server
2 80 (63.49%) Data Warehouse
2 80 (63.49%) Power BI
3 76 (60.32%) SQL Server Integration Services
4 70 (55.56%) Big Data
5 63 (50.00%) SQL Server Reporting Services
6 55 (43.65%) SQL Server Analysis Services
7 50 (39.68%) QlikView
8 23 (18.25%) SQL Server 2016
9 22 (17.46%) Azure SQL Data Warehouse
9 22 (17.46%) HDInsight
10 20 (15.87%) NoSQL
11 19 (15.08%) Azure SQL Database
12 18 (14.29%) MongoDB
13 17 (13.49%) Blockchain
13 17 (13.49%) DocumentDB
13 17 (13.49%) SQL Server 2012
14 14 (11.11%) Data Lake
14 14 (11.11%) DataStage
14 14 (11.11%) Hadoop
Development Applications
1 18 (14.29%) Git (software)
2 17 (13.49%) JIRA
2 17 (13.49%) SpecFlow
2 17 (13.49%) Team Foundation Server
3 1 (0.79%) Talend Open Studio
General
1 36 (28.57%) Finance
2 2 (1.59%) Advertising
2 2 (1.59%) Marketing
Job Titles
1 49 (38.89%) Developer
2 36 (28.57%) Consultant
3 22 (17.46%) Analytics Consultant
4 21 (16.67%) Business Intelligence Consultant
5 19 (15.08%) Business Intelligence Developer
6 16 (12.70%) Business Consultant
7 14 (11.11%) Data Consultant
7 14 (11.11%) Data Warehouse Developer
8 11 (8.73%) Architect
8 11 (8.73%) Data Analytics Consultant
9 10 (7.94%) .NET Developer
9 10 (7.94%) Analyst
9 10 (7.94%) Business Intelligence Analyst
9 10 (7.94%) SQL Developer
10 9 (7.14%) Big Data Developer
10 9 (7.14%) Business Intelligence Architect
10 9 (7.14%) C# Developer
10 9 (7.14%) Cloud Developer
10 9 (7.14%) Microsoft BI Developer
10 9 (7.14%) Microsoft Developer
Libraries, Frameworks & Software Standards
1 45 (35.71%) .NET
2 36 (28.57%) ASP.NET
3 24 (19.05%) AngularJS
4 23 (18.25%) React
4 23 (18.25%) XML
5 22 (17.46%) CSS
5 22 (17.46%) HTML
6 21 (16.67%) .NET Framework
6 21 (16.67%) ADO.NET
6 21 (16.67%) ASP.NET MVC
6 21 (16.67%) ASP.NET Web API
6 21 (16.67%) CSS3
6 21 (16.67%) Entity Framework
6 21 (16.67%) HTML5
6 21 (16.67%) WCF
6 21 (16.67%) WPF
7 17 (13.49%) React Native
8 12 (9.52%) .NET Core
9 6 (4.76%) Flask
9 6 (4.76%) JSON
Miscellaneous
1 49 (38.89%) Computer Science
2 9 (7.14%) Greenfield Project
3 8 (6.35%) Algorithms
4 6 (4.76%) Management Information System
5 5 (3.97%) Fintech
6 3 (2.38%) Mobile App
7 1 (0.79%) Analytical Skills
7 1 (0.79%) Hedge funds
7 1 (0.79%) Internet of Things
7 1 (0.79%) Social Media
Operating Systems
1 17 (13.49%) Android
1 17 (13.49%) Apple iOS
1 17 (13.49%) Windows
Processes & Methodologies
1 105 (83.33%) Machine Learning
2 93 (73.81%) Business Intelligence
3 92 (73.02%) Analytics
4 56 (44.44%) Data Visualisation
4 56 (44.44%) Visualisation
5 50 (39.68%) ETL
6 49 (38.89%) Agile Software Development
7 44 (34.92%) Predictive Analytics
8 43 (34.13%) Mathematics
9 42 (33.33%) Business Analytics
10 39 (30.95%) Scrum
11 31 (24.60%) Translating Business Requirements
12 22 (17.46%) Continuous Integration
12 22 (17.46%) MVC
13 21 (16.67%) SOLID
14 20 (15.87%) CRM
14 20 (15.87%) Data Modelling
14 20 (15.87%) Mentoring
14 20 (15.87%) Test Automation
15 19 (15.08%) ERP
Programming Languages
1 71 (56.35%) R
2 60 (47.62%) SQL
3 48 (38.10%) C#
4 36 (28.57%) JavaScript
5 28 (22.22%) Python
6 20 (15.87%) Java
6 20 (15.87%) T-SQL
7 17 (13.49%) Apple Swift
7 17 (13.49%) Objective-C
8 14 (11.11%) PowerShell
8 14 (11.11%) VB.NET
9 2 (1.59%) Scala
10 1 (0.79%) C++
10 1 (0.79%) TypeScript
Qualifications
1 45 (35.71%) Degree
2 27 (21.43%) Numerate Degree
3 2 (1.59%) PhD
Quality Assurance & Compliance
1 4 (3.17%) Data Quality
1 4 (3.17%) QA
System Software
1 17 (13.49%) Docker
Systems Management
1 17 (13.49%) Kubernetes
Vendors
1 87 (69.05%) Microsoft
2 50 (39.68%) Tableau
3 19 (15.08%) Google
4 17 (13.49%) AppDynamics
4 17 (13.49%) Atlassian
4 17 (13.49%) New Relic
4 17 (13.49%) Xamarin
5 14 (11.11%) Cognos
5 14 (11.11%) Hortonworks
5 14 (11.11%) IBM
6 8 (6.35%) Informatica
7 7 (5.56%) SAP
8 1 (0.79%) Talend
Datawarehouse Developer - SQL, BigData, Power-BI, AGILE
Surrey
Pioneer Search
Salary: £45000 - £55000 per annum
Posted: Yesterday
Microsoft Azure Business Intelligence Consultant - Home Based
Reading
Nigel Frank International
Salary: £50000 - £60000 per annum + Benefits
Posted: 3 days ago
.Net Developer
Salford, Lancashire
Maxwell Bond
Salary: From £40,000 to £65,000 per annum
Posted: 3 days ago
Java Developer - Java 8 RESTful Spring
London
Talent Point Ltd
Salary: £60000.00 - £80000.00 per annum
Posted: 3 days ago
Data Scientist - Machine Learning / AI / Python / R / Azure ML London -£70,000
London
Opus Recruitment Solutions Ltd
Salary: £55000 - £70000 per annum, Benefits Excellent Benefits and Bonus
Posted: 6 days ago
Startup CTO / Mobile Location Data
East London
Rippll
Salary: From £50,000 to £80,000 per annum Equity negotiable
Posted: 9 days ago
SQL Server Developer / Machine Learning
East London
Rippll
Salary: From £30,000 to £50,000 per annum
Posted: 9 days ago