Period
to 7 December 2019

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 7 December 2019 with a comparison to the same period in the previous 2 years.

Microsoft Azure Machine Learning (Azure ML)
Central London > City of London
6 months to
7 Dec 2019
Same period 2018 Same period 2017
Rank 320 343 299
Rank change year-on-year +23 -44 -
Permanent jobs citing Azure Machine Learning 3 11 22
As % of all permanent IT jobs advertised in the City of London 0.031% 0.10% 0.21%
As % of the Cloud Services category 0.080% 0.37% 1.02%
Number of salaries quoted 2 11 22
City of London median annual salary £67,500 £75,000 £66,250
Median salary % change year-on-year -10.00% +13.21% -
10th Percentile £50,500 £51,250 £52,500
90th Percentile £80,500 £105,000 £76,250
Central London median annual salary £70,000 £72,500 £66,250
% change year-on-year -3.45% +9.43% -

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 the City of London with a requirement for cloud computing skills.

All Cloud Skills
City of London
Permanent vacancies with a requirement for cloud computing skills 3,754 2,979 2,151
As % of all permanent IT jobs advertised in the City of London 38.29% 27.37% 20.89%
Number of salaries quoted 3,323 2,701 1,958
City of London median annual salary £65,000 £65,000 £61,250
Median salary % change year-on-year - +6.12% +6.52%
10th Percentile £35,000 £35,000 £36,250
90th Percentile £95,000 £91,250 £90,000
Central London median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% +4.35%

Azure Machine Learning
Job Vacancy Trend in the City of London

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

Job vacancy trend for Azure Machine Learning in the City of London

Azure Machine Learning
Salary Trend in the City of London

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

Salary trend for Azure Machine Learning in the City of London

Azure Machine Learning
Salary Histogram in the City of London

The salary distribution of IT jobs citing Azure Machine Learning in the City of London over the 6 months to 7 December 2019.

Salary histogram for Azure Machine Learning in the City of London

For the 6 months to 7 December 2019, 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 City of London region with a requirement for Azure Machine Learning.

1 3 (100.00%) Azure
1 3 (100.00%) Machine Learning
1 3 (100.00%) Analytics
1 3 (100.00%) Data Science
2 2 (66.67%) Databricks
2 2 (66.67%) Apache Spark
2 2 (66.67%) TensorFlow
2 2 (66.67%) NoSQL
2 2 (66.67%) SQL
2 2 (66.67%) Hadoop
2 2 (66.67%) SQL Server
2 2 (66.67%) Python
2 2 (66.67%) Data Warehouse
3 1 (33.33%) Data Modelling
3 1 (33.33%) ETL
3 1 (33.33%) Business Intelligence
3 1 (33.33%) RDBMS
3 1 (33.33%) Snowflake Schema
3 1 (33.33%) Microsoft
3 1 (33.33%) Microsoft Certification
3 1 (33.33%) Informatica
3 1 (33.33%) MATLAB
3 1 (33.33%) Finance
3 1 (33.33%) Ab Initio
3 1 (33.33%) Retail
3 1 (33.33%) Microsoft Analysis Services
3 1 (33.33%) Artificial Intelligence
3 1 (33.33%) Google
3 1 (33.33%) SQL Server Integration Services
3 1 (33.33%) Six Sigma Black Belt

Azure Machine Learning
Co-occurring IT Skills in the City of 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 2 (66.67%) Apache Spark
Cloud Services
1 3 (100.00%) Azure
2 1 (33.33%) Amazon SageMaker
2 1 (33.33%) AWS
2 1 (33.33%) Azure Data Factory
2 1 (33.33%) GCP
2 1 (33.33%) Google Analytics
2 1 (33.33%) PaaS
Database & Business Intelligence
1 2 (66.67%) Data Warehouse
1 2 (66.67%) Hadoop
1 2 (66.67%) NoSQL
1 2 (66.67%) SQL Server
2 1 (33.33%) Apache Hive
2 1 (33.33%) Azure SQL Data Warehouse
2 1 (33.33%) Azure SQL Database
2 1 (33.33%) Big Data
2 1 (33.33%) Cosmos DB
2 1 (33.33%) Data Lake
2 1 (33.33%) HBase
2 1 (33.33%) Microsoft Analysis Services
2 1 (33.33%) Neo4j
2 1 (33.33%) Pentaho
2 1 (33.33%) RDBMS
2 1 (33.33%) Relational Database
2 1 (33.33%) Snowflake Schema
2 1 (33.33%) SQL Server Analysis Services
2 1 (33.33%) SQL Server Integration Services
2 1 (33.33%) Sqoop
General
1 1 (33.33%) Finance
1 1 (33.33%) Public Sector
1 1 (33.33%) Retail
Job Titles
1 1 (33.33%) Architect
1 1 (33.33%) Azure Consultant
1 1 (33.33%) Consultant
1 1 (33.33%) Data Analytics Architect
1 1 (33.33%) Data Architect
1 1 (33.33%) Data Consultant
1 1 (33.33%) Data Scientist
1 1 (33.33%) Machine Learning Scientist
1 1 (33.33%) Microsoft Consultant
1 1 (33.33%) Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (66.67%) TensorFlow
2 1 (33.33%) Kafka
2 1 (33.33%) Keras
2 1 (33.33%) MXNet
2 1 (33.33%) Natural Language Processing
2 1 (33.33%) scikit-learn
2 1 (33.33%) Spark Streaming
2 1 (33.33%) Theano
Miscellaneous
1 1 (33.33%) CUDA
Processes & Methodologies
1 3 (100.00%) Analytics
1 3 (100.00%) Data Science
1 3 (100.00%) Machine Learning
2 1 (33.33%) Architectural Design
2 1 (33.33%) Artificial Intelligence
2 1 (33.33%) Business Intelligence
2 1 (33.33%) Data Acquisition
2 1 (33.33%) Data Analytics
2 1 (33.33%) Data Cleansing
2 1 (33.33%) Data Ingestion
2 1 (33.33%) Data Modelling
2 1 (33.33%) Deep Learning
2 1 (33.33%) ETL
2 1 (33.33%) Monetization
2 1 (33.33%) Value Proposition
Programming Languages
1 2 (66.67%) Python
1 2 (66.67%) SQL
2 1 (33.33%) Java
2 1 (33.33%) MATLAB
2 1 (33.33%) R
2 1 (33.33%) Scala
Qualifications
1 1 (33.33%) Microsoft Certification
1 1 (33.33%) Six Sigma Black Belt
System Software
1 1 (33.33%) Apache ZooKeeper
Systems Management
1 1 (33.33%) Oozie
1 1 (33.33%) Terraform
Vendors
1 2 (66.67%) Databricks
2 1 (33.33%) Ab Initio
2 1 (33.33%) Cloudera
2 1 (33.33%) Dataiku
2 1 (33.33%) Google
2 1 (33.33%) Informatica
2 1 (33.33%) MapR
2 1 (33.33%) Microsoft
2 1 (33.33%) Oracle