Azure Machine Learning Jobs

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 3 months to 27 May 2017 with a comparison to the same period in the previous 2 years.

Microsoft Azure Machine Learning (Azure ML) UK
Location	3 months to 27 May 2017	Same period 2016	Same period 2015
Rank	806	930	975
Rank change year-on-year	+124	+45
Permanent jobs citing Azure Machine Learning	77	3	1
As % of all permanent IT jobs advertised in the UK	0.089%	0.003%	0.001%
As % of the Cloud Services category	0.54%	0.026%	0.011%
Number of salaries quoted	72	3	0
Median salary	£60,000	£105,000	-
Median salary % change year-on-year	-42.85%	-
UK excluding London median salary	£35,000	£70,000	-
% change year-on-year	-50.00%	-

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	14214	11698	9302
As % of all permanent IT job vacancies advertised in the UK	16.49%	11.72%	8.70%
Number of salaries quoted	11815	9882	7460
Median salary	£52,500	£52,500	£50,000
Median salary % change year-on-year	-	+5.00%
90% offered a salary of more than	£32,500	£32,500	£30,000
10% offered a salary of more than	£80,000	£75,000	£80,000
UK excluding London median salary	£45,000	£45,000	£45,000

Azure Machine Learning
Job Vacancy Trend

The job posting trend of jobs advertised citing Azure Machine Learning as a proportion of all permanent or contract IT jobs with a match in the Cloud Services category.

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 3 months to 27 May 2017.

Salary histogram for Azure Machine Learning in the UK

Azure Machine Learning
Top 15 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 3 months to 27 May 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location	Rank Change on Same Period Last Year	Matching Permanent IT Job Ads	Median Salary Last 3 Months	Median Salary % Change on Same Period Last Year	Live Job Vacancies
England	+134	75	£60,000	-42.85%	11
London	+103	62	£60,000	-42.85%	7
City of London	-	7	£57,500	-	2
South East	-	4	£47,750	-	3
West Midlands	-	4	£32,500	-
East of England	-	4	£35,000	-
Warwickshire	-	4	£32,500	-
Kings Langley	-	4	£35,000	-
Hertfordshire	-	4	£35,000	-
Surrey	-	2	£43,000	-	1
Reading	-	2	£53,750	-	2
Berkshire	-	2	£53,750	-	2
North West	-43	1	-	-
Bury	-	1	-	-
Manchester	-	1	-	-

Azure Machine Learning
Top 30 Co-occurring IT Skills

For the 6 months to 27 May 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	90 (100.00%)	Microsoft Azure
2	80 (88.89%)	Machine Learning
3	71 (78.89%)	SQL Server
4	68 (75.56%)	Microsoft
5	67 (74.44%)	Business Intelligence
6	59 (65.56%)	Analytics
7	55 (61.11%)	Data Warehouse
8	54 (60.00%)	SQL Server Integration Services
8	54 (60.00%)	Power BI
9	53 (58.89%)	R
10	51 (56.67%)	Big Data
10	51 (56.67%)	SQL Server Reporting Services
11	47 (52.22%)	SQL Server Analysis Services
12	46 (51.11%)	Data Visualisation
12	46 (51.11%)	Visualisation

13	41 (45.56%)	Tableau
14	40 (44.44%)	QlikView
14	40 (44.44%)	ETL
15	37 (41.11%)	SQL
15	37 (41.11%)	Predictive Analytics
15	37 (41.11%)	Computer Science
16	34 (37.78%)	Agile Software Development
16	34 (37.78%)	Degree
16	34 (37.78%)	Business Analytics
17	33 (36.67%)	C#
18	32 (35.56%)	.NET
19	30 (33.33%)	Scrum
20	27 (30.00%)	Mathematics
20	27 (30.00%)	Translating Business Requirements
21	23 (25.56%)	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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	1 (1.11%)	Apache Solr
1	1 (1.11%)	Apache Spark
1	1 (1.11%)	Elasticsearch

Applications
1	4 (4.44%)	SPSS

Business Applications
1	1 (1.11%)	Cognos Business Intelligence

Cloud Services
1	90 (100.00%)	Microsoft Azure
2	18 (20.00%)	Amazon AWS
3	7 (7.78%)	Azure Data Factory
4	2 (2.22%)	Cortana Intelligence Suite
5	1 (1.11%)	Google Cloud Platform

Communications & Networking
1	1 (1.11%)	Internet

Database & Business Intelligence
1	71 (78.89%)	SQL Server
2	55 (61.11%)	Data Warehouse
3	54 (60.00%)	Power BI
3	54 (60.00%)	SQL Server Integration Services
4	51 (56.67%)	Big Data
4	51 (56.67%)	SQL Server Reporting Services
5	47 (52.22%)	SQL Server Analysis Services
6	40 (44.44%)	QlikView
7	19 (21.11%)	SQL Server 2016
8	18 (20.00%)	Azure SQL Database
9	16 (17.78%)	DocumentDB
9	16 (17.78%)	MongoDB
9	16 (17.78%)	NoSQL
10	15 (16.67%)	Blockchain
10	15 (16.67%)	SQL Server 2012
11	14 (15.56%)	HDInsight
12	12 (13.33%)	Azure SQL Data Warehouse
13	11 (12.22%)	Hadoop
14	5 (5.56%)	DataStage
15	4 (4.44%)	Data Lake

Development Applications
1	15 (16.67%)	Git (software)
1	15 (16.67%)	JIRA
1	15 (16.67%)	SpecFlow
1	15 (16.67%)	Team Foundation Server
2	1 (1.11%)	Talend Open Studio

General
1	22 (24.44%)	Finance
2	2 (2.22%)	Advertising
3	1 (1.11%)	Marketing

Job Titles
1	35 (38.89%)	Developer
2	25 (27.78%)	Consultant
3	18 (20.00%)	Business Intelligence Consultant
4	17 (18.89%)	Business Consultant
5	16 (17.78%)	Analytics Consultant
6	13 (14.44%)	Business Intelligence Developer
7	12 (13.33%)	Architect
8	11 (12.22%)	.NET Developer
9	9 (10.00%)	C# Developer
9	9 (10.00%)	Cloud Developer
9	9 (10.00%)	Microsoft BI Developer
9	9 (10.00%)	Microsoft Developer
10	8 (8.89%)	Business Intelligence Architect
10	8 (8.89%)	Data Consultant
11	7 (7.78%)	Analyst
11	7 (7.78%)	Business Intelligence Analyst
11	7 (7.78%)	Mobile Developer
11	7 (7.78%)	Senior Developer
12	6 (6.67%)	Data Analytics Consultant
12	6 (6.67%)	Principal Engineer

Libraries, Frameworks & Software Standards
1	32 (35.56%)	.NET
2	23 (25.56%)	ASP.NET
3	21 (23.33%)	AngularJS
3	21 (23.33%)	XML
4	20 (22.22%)	React
5	19 (21.11%)	CSS
5	19 (21.11%)	HTML
6	18 (20.00%)	.NET Framework
7	17 (18.89%)	ADO.NET
7	17 (18.89%)	ASP.NET MVC
7	17 (18.89%)	ASP.NET Web API
7	17 (18.89%)	CSS3
7	17 (18.89%)	Entity Framework
7	17 (18.89%)	HTML5
7	17 (18.89%)	WCF
7	17 (18.89%)	WPF
8	15 (16.67%)	React Native
9	12 (13.33%)	.NET Core
10	6 (6.67%)	JSON
11	4 (4.44%)	Flask

Miscellaneous
1	37 (41.11%)	Computer Science
2	10 (11.11%)	Management Information System
3	6 (6.67%)	Algorithms
4	5 (5.56%)	Greenfield Project
5	3 (3.33%)	Fintech
5	3 (3.33%)	Mobile App
6	1 (1.11%)	Internet of Things

Operating Systems
1	16 (17.78%)	Windows
2	15 (16.67%)	Android
2	15 (16.67%)	Apple iOS
3	1 (1.11%)	Windows Server
3	1 (1.11%)	Windows Server 2012

Processes & Methodologies
1	80 (88.89%)	Machine Learning
2	67 (74.44%)	Business Intelligence
3	59 (65.56%)	Analytics
4	46 (51.11%)	Data Visualisation
4	46 (51.11%)	Visualisation
5	40 (44.44%)	ETL
6	37 (41.11%)	Predictive Analytics
7	34 (37.78%)	Agile Software Development
7	34 (37.78%)	Business Analytics
8	30 (33.33%)	Scrum
9	27 (30.00%)	Mathematics
9	27 (30.00%)	Translating Business Requirements
10	22 (24.44%)	CRM
10	22 (24.44%)	ERP
11	18 (20.00%)	MVC
12	17 (18.89%)	SOLID
13	16 (17.78%)	Software Engineering
14	15 (16.67%)	BDD
14	15 (16.67%)	Kanban
14	15 (16.67%)	MVVM

Programming Languages
1	53 (58.89%)	R
2	37 (41.11%)	SQL
3	33 (36.67%)	C#
4	23 (25.56%)	JavaScript
5	16 (17.78%)	Java
6	15 (16.67%)	Apple Swift
6	15 (16.67%)	Objective-C
7	11 (12.22%)	T-SQL
8	9 (10.00%)	Python
9	4 (4.44%)	PowerShell
9	4 (4.44%)	VB.NET
10	1 (1.11%)	Scala
10	1 (1.11%)	TypeScript

Qualifications
1	34 (37.78%)	Degree
2	23 (25.56%)	Numerate Degree
3	4 (4.44%)	MCP
3	4 (4.44%)	Microsoft Certification

Quality Assurance & Compliance
1	4 (4.44%)	Data Quality

System Software
1	15 (16.67%)	Docker

Systems Management
1	15 (16.67%)	Kubernetes

Vendors
1	68 (75.56%)	Microsoft
2	41 (45.56%)	Tableau
3	16 (17.78%)	Google
4	15 (16.67%)	AppDynamics
4	15 (16.67%)	Atlassian
4	15 (16.67%)	New Relic
4	15 (16.67%)	Xamarin
5	5 (5.56%)	Cognos
6	4 (4.44%)	Hortonworks
6	4 (4.44%)	IBM
7	3 (3.33%)	Informatica
8	2 (2.22%)	SAP
9	1 (1.11%)	Talend