Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Amazon EMR skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon EMR over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
Central London > City of London
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 317 343 414
Rank change year-on-year +26 +71 +43
Permanent jobs citing Amazon EMR 7 7 5
As % of all permanent IT jobs advertised in the City of London 0.068% 0.060% 0.030%
As % of the Cloud Services category 0.34% 0.47% 0.32%
Number of salaries quoted 7 7 5
City of London median annual salary £92,500 £60,000 £55,000
Median salary % change year-on-year +54.17% +9.09% -
10th Percentile £78,750 £52,500 £38,500
90th Percentile £115,000 £62,500 £57,500
Central London median annual salary £92,500 £82,500 £55,000
% change year-on-year +12.12% +50.00% -

Amazon EMR 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 2052 1501 1575
As % of all permanent IT jobs advertised in the City of London 20.04% 12.84% 9.34%
Number of salaries quoted 1869 1370 1365
City of London median annual salary £60,000 £57,604 £56,000
Median salary % change year-on-year +4.16% +2.86% +2.75%
10th Percentile £36,250 £31,250 £31,250
90th Percentile £90,000 £85,000 £85,000
Central London median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Amazon EMR
Job Vacancy Trend in the City of London

Job postings citing Amazon EMR as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Amazon EMR in the City of London

Amazon EMR
Salary Trend in the City of London

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

Salary trend for Amazon EMR in the City of London

Amazon EMR
Salary Histogram in the City of London

The salary distribution of IT jobs citing Amazon EMR in the City of London over the 6 months to 22 November 2017.

Salary histogram for Amazon EMR in the City of London

For the 6 months to 22 November 2017, IT jobs citing Amazon EMR 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 City of London region with a requirement for Amazon EMR.

1 7 (100.00%) Java
1 7 (100.00%) Python
1 7 (100.00%) Amazon AWS
2 5 (71.43%) Hadoop
2 5 (71.43%) Open Source
2 5 (71.43%) Big Data
2 5 (71.43%) PostGIS
2 5 (71.43%) AngularJS
2 5 (71.43%) Protocol Buffers
2 5 (71.43%) Amazon DynamoDB
2 5 (71.43%) Elasticsearch
2 5 (71.43%) Apache
2 5 (71.43%) JavaScript
2 5 (71.43%) PostgreSQL
2 5 (71.43%) Ruby
2 5 (71.43%) Amazon Redshift
2 5 (71.43%) Docker
2 5 (71.43%) logstash
2 5 (71.43%) Kibana
2 5 (71.43%) OpenTSDB
2 5 (71.43%) React
2 5 (71.43%) Apache Thrift
2 5 (71.43%) Parquet
2 5 (71.43%) Elastic Stack
3 4 (57.14%) Amazon EC2
4 3 (42.86%) F#
4 3 (42.86%) ASP.NET MVC
4 3 (42.86%) RabbitMQ
4 3 (42.86%) Kafka
4 3 (42.86%) CoffeeScript

Amazon EMR
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 5 (71.43%) Apache
1 5 (71.43%) Elasticsearch
2 3 (42.86%) Apache Spark
3 2 (28.57%) Apache Pig
3 2 (28.57%) SAS
Applications
1 2 (28.57%) SPSS
Cloud Services
1 7 (100.00%) Amazon AWS
2 4 (57.14%) Amazon EC2
3 2 (28.57%) Amazon S3
3 2 (28.57%) AWS CloudFormation
3 2 (28.57%) AWS Lambda
3 2 (28.57%) Cloud Computing
3 2 (28.57%) Serverless
Database & Business Intelligence
1 5 (71.43%) Amazon DynamoDB
1 5 (71.43%) Amazon Redshift
1 5 (71.43%) Big Data
1 5 (71.43%) Hadoop
1 5 (71.43%) OpenTSDB
1 5 (71.43%) Parquet
1 5 (71.43%) PostgreSQL
2 3 (42.86%) Couchbase
2 3 (42.86%) SQL Server
3 2 (28.57%) Apache Cassandra
3 2 (28.57%) Apache Hive
3 2 (28.57%) Electronic Patient Records
3 2 (28.57%) HBase
3 2 (28.57%) MongoDB
3 2 (28.57%) NoSQL
3 2 (28.57%) Sqoop
3 2 (28.57%) Triplestore
General
1 2 (28.57%) Banking
1 2 (28.57%) Digital Economy
1 2 (28.57%) Retail
Job Titles
1 3 (42.86%) .NET Developer
1 3 (42.86%) AWS Developer
1 3 (42.86%) C# .NET Developer
1 3 (42.86%) C# Developer
1 3 (42.86%) Developer
1 3 (42.86%) F# Developer
1 3 (42.86%) Ruby Developer
1 3 (42.86%) Scala Developer
1 3 (42.86%) Senior .NET Developer
1 3 (42.86%) Senior C# .NET Developer
1 3 (42.86%) Senior C# Developer
1 3 (42.86%) Senior Developer
1 3 (42.86%) Senior Ruby Developer
1 3 (42.86%) Senior Scala Developer
2 2 (28.57%) Big Data Architect
2 2 (28.57%) Big Data Solutions Architect
2 2 (28.57%) Lead Solutions Architect
2 2 (28.57%) Principal Technologist
2 2 (28.57%) Senior Technologist
2 2 (28.57%) Technologist
Libraries, Frameworks & Software Standards
1 5 (71.43%) AngularJS
1 5 (71.43%) Apache Thrift
1 5 (71.43%) Elastic Stack
1 5 (71.43%) PostGIS
1 5 (71.43%) Protocol Buffers
1 5 (71.43%) React
2 3 (42.86%) .NET
2 3 (42.86%) ASP.NET
2 3 (42.86%) ASP.NET MVC
2 3 (42.86%) ASP.NET Web API
2 3 (42.86%) Kafka
2 3 (42.86%) RabbitMQ
2 3 (42.86%) Samza
3 2 (28.57%) Apache Flex
3 2 (28.57%) Backbone.js
3 2 (28.57%) CSS
3 2 (28.57%) HTML
3 2 (28.57%) Node.js
3 2 (28.57%) REST
3 2 (28.57%) Web Services
Miscellaneous
1 2 (28.57%) Greenfield Project
1 2 (28.57%) User Experience
Operating Systems
1 2 (28.57%) Android
1 2 (28.57%) Apple iOS
1 2 (28.57%) Linux
Processes & Methodologies
1 5 (71.43%) Open Source
2 3 (42.86%) E-Commerce
2 3 (42.86%) MVC
2 3 (42.86%) OOP
3 2 (28.57%) Analytics
3 2 (28.57%) Android Development
3 2 (28.57%) Configuration Management
3 2 (28.57%) iOS Development
3 2 (28.57%) MapReduce
3 2 (28.57%) Microservices
3 2 (28.57%) Performance Tuning
3 2 (28.57%) Software Engineering
Programming Languages
1 7 (100.00%) Java
1 7 (100.00%) Python
2 5 (71.43%) JavaScript
2 5 (71.43%) Ruby
3 3 (42.86%) C#
3 3 (42.86%) CoffeeScript
3 3 (42.86%) F#
3 3 (42.86%) Scala
3 3 (42.86%) SQL
4 2 (28.57%) Perl
4 2 (28.57%) PHP
4 2 (28.57%) R
System Software
1 5 (71.43%) Docker
2 3 (42.86%) HDFS
3 2 (28.57%) Apache Flume
Systems Management
1 5 (71.43%) Kibana
1 5 (71.43%) logstash
2 3 (42.86%) Graphite
2 3 (42.86%) Mesos
3 2 (28.57%) Ansible
3 2 (28.57%) Opscode Chef