The following table provides summary statistics for permanent job vacancies advertised in 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 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
England / London
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 571 608 625
Rank change year-on-year +37 +17  
Permanent jobs citing Amazon EMR 41 36 44
As % of all permanent IT jobs advertised in London 0.11% 0.090% 0.099%
As % of the Cloud Services category 0.58% 0.65% 0.96%
Number of salaries quoted 26 35 27
Median salary £61,250 £82,500 £67,500
Median salary % change year-on-year -25.75% +22.22%  
90% offered a salary of more than £52,500 £49,250 £56,000
10% offered a salary of more than £90,000 £120,000 £97,000
UK excluding London median salary £40,000 £52,500 £60,000
% change year-on-year -23.80% -12.50%  

Amazon EMR 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 advertised in London with a requirement for cloud computing skills.

Cloud Computing Skills
London
Permanent job vacancies with a requirement for cloud computing skills 7041 5509 4564
As % of all permanent IT job vacancies advertised in London 19.21% 13.75% 10.31%
Number of salaries quoted 5782 4765 3855
Median salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.16% +9.09%  
90% offered a salary of more than £37,500 £38,000 £35,000
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £47,000 £47,500 £45,000
% change year-on-year -1.05% +5.55%  

Amazon EMR
Job Vacancy Trend in London

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

Job vacancy trend for Amazon EMR in London

Amazon EMR
Salary Trend in London

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

Salary trend for Amazon EMR in London

Amazon EMR
Salary Histogram in London

The salary distribution of IT jobs citing Amazon EMR in London over the 3 months to 28 June 2017.

Salary histogram for Amazon EMR in London

Amazon EMR
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EMR within the London region over the 3 months to 28 June 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
City of London +20 1 £70,000 -12.50% 1
Amazon EMR
England

For the 6 months to 28 June 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 London region with a requirement for Amazon EMR.

1 73 (100.00%) Amazon AWS
2 56 (76.71%) Java
3 40 (54.79%) Agile Software Development
4 35 (47.95%) Analytics
5 33 (45.21%) Big Data
5 33 (45.21%) PostgreSQL
5 33 (45.21%) SQL
6 31 (42.47%) SQL Server
7 30 (41.10%) Amazon RDS
7 30 (41.10%) Apache Spark
8 29 (39.73%) DevOps
8 29 (39.73%) Python
9 28 (38.36%) Amazon EC2
9 28 (38.36%) Computer Science
10 26 (35.62%) Degree
10 26 (35.62%) Linux
11 25 (34.25%) .NET
11 25 (34.25%) Machine Learning
12 23 (31.51%) Hadoop
13 22 (30.14%) Open Source
13 22 (30.14%) Data Migration
13 22 (30.14%) MapReduce
13 22 (30.14%) Finance
13 22 (30.14%) Migration
13 22 (30.14%) Microservices
14 21 (28.77%) Computer Science Degree
14 21 (28.77%) Oracle
15 20 (27.40%) MongoDB
15 20 (27.40%) Data Analytics
16 19 (26.03%) Scala

Amazon EMR
Co-occurring IT Skills in 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 30 (41.10%) Apache Spark
2 17 (23.29%) Apache
3 12 (16.44%) Apache Pig
4 10 (13.70%) Apache Solr
5 9 (12.33%) Confluence
6 8 (10.96%) SharePoint
7 7 (9.59%) Oracle SOA Suite
8 6 (8.22%) Elasticsearch
8 6 (8.22%) SAS
9 2 (2.74%) JBoss
9 2 (2.74%) Tomcat
9 2 (2.74%) WebLogic
9 2 (2.74%) WebSphere
Applications
1 5 (6.85%) Microsoft Excel
2 2 (2.74%) SPSS
3 1 (1.37%) EViews
Cloud Services
1 73 (100.00%) Amazon AWS
2 28 (38.36%) Amazon EC2
3 15 (20.55%) Amazon S3
4 8 (10.96%) Amazon Kinesis
4 8 (10.96%) AWS CloudFormation
4 8 (10.96%) AWS Lambda
5 6 (8.22%) Microsoft Azure
6 5 (6.85%) Amazon CloudWatch
6 5 (6.85%) Google Cloud Platform
7 4 (5.48%) Amazon SQS
8 3 (4.11%) Route 53
9 2 (2.74%) Cloud Computing
9 2 (2.74%) CloudFront
10 1 (1.37%) AWS Elastic Beanstalk
10 1 (1.37%) CloudBees
10 1 (1.37%) Cortana Intelligence Suite
10 1 (1.37%) GitHub
10 1 (1.37%) Google Analytics
10 1 (1.37%) PaaS
10 1 (1.37%) Virtual Private Cloud
Communications & Networking
1 9 (12.33%) HTTP
2 2 (2.74%) LDAP
2 2 (2.74%) SSL
3 1 (1.37%) BGP
3 1 (1.37%) DNS
3 1 (1.37%) FTP
3 1 (1.37%) Internet
3 1 (1.37%) IPsec
3 1 (1.37%) TCP/IP
3 1 (1.37%) VPN
Database & Business Intelligence
1 33 (45.21%) Big Data
1 33 (45.21%) PostgreSQL
2 31 (42.47%) SQL Server
3 30 (41.10%) Amazon RDS
4 23 (31.51%) Hadoop
5 20 (27.40%) MongoDB
6 16 (21.92%) Amazon DynamoDB
6 16 (21.92%) NoSQL
7 15 (20.55%) Apache Cassandra
8 12 (16.44%) Amazon Redshift
8 12 (16.44%) Apache Hive
9 11 (15.07%) Relational Database
10 9 (12.33%) Data Warehouse
10 9 (12.33%) SQL Server 2008
11 7 (9.59%) HBase
11 7 (9.59%) Mahout
11 7 (9.59%) MySQL
11 7 (9.59%) Redis
11 7 (9.59%) SQL Server 2012
12 6 (8.22%) Neo4j
Development Applications
1 17 (23.29%) Git (software)
2 14 (19.18%) Jenkins
3 9 (12.33%) JIRA
4 8 (10.96%) Bitbucket
5 5 (6.85%) Vagrant
5 5 (6.85%) Yeoman
6 4 (5.48%) Talend Open Studio
7 2 (2.74%) Gradle
7 2 (2.74%) Selenium
7 2 (2.74%) Spock
8 1 (1.37%) Atlassian Bamboo
8 1 (1.37%) SonarQube
8 1 (1.37%) SQL Server Management Studio (SSMS)
General
1 22 (30.14%) Finance
2 3 (4.11%) Banking
2 3 (4.11%) Manufacturing
2 3 (4.11%) Retail
2 3 (4.11%) Telecoms
3 2 (2.74%) Marketing
4 1 (1.37%) Games
Job Titles
1 15 (20.55%) Developer
2 14 (19.18%) DBA
3 12 (16.44%) Data Engineer
4 10 (13.70%) Architect
5 9 (12.33%) Big Data Architect
5 9 (12.33%) Data Architect
6 8 (10.96%) Java Developer
7 7 (9.59%) Data Scientist
7 7 (9.59%) Hadoop Architect
7 7 (9.59%) PostgreSQL DBA
7 7 (9.59%) SQL DBA
8 5 (6.85%) AWS Architect
8 5 (6.85%) Big Data Engineer
8 5 (6.85%) Senior Developer
8 5 (6.85%) Solutions Architect
9 4 (5.48%) Apache Spark Developer
9 4 (5.48%) AWS Engineer
9 4 (5.48%) Scala Developer
9 4 (5.48%) Senior Scala Developer
9 4 (5.48%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 25 (34.25%) .NET
2 12 (16.44%) Web Services
3 9 (12.33%) Kafka
4 8 (10.96%) Lambda Expressions
5 7 (9.59%) D3.js
5 7 (9.59%) Natural Language Processing
5 7 (9.59%) Spring
6 6 (8.22%) RESTful
6 6 (8.22%) scikit-learn
7 5 (6.85%) Cascalog
7 5 (6.85%) Dropwizard
7 5 (6.85%) HTML
7 5 (6.85%) Pandas
7 5 (6.85%) SciPy
7 5 (6.85%) Spring Boot
8 3 (4.11%) AngularJS
8 3 (4.11%) ASP.NET Web API
8 3 (4.11%) CSS
8 3 (4.11%) XML
9 2 (2.74%) Dapper ORM
Miscellaneous
1 28 (38.36%) Computer Science
2 14 (19.18%) Algorithms
3 13 (17.81%) Analytical Skills
4 3 (4.11%) Data Structures
5 2 (2.74%) Digital Media
5 2 (2.74%) Greenfield Project
6 1 (1.37%) Clustering
6 1 (1.37%) Internet of Things
6 1 (1.37%) Mobile App
6 1 (1.37%) Replication
Operating Systems
1 26 (35.62%) Linux
2 16 (21.92%) Windows
3 14 (19.18%) Windows Server
4 7 (9.59%) Unix
5 2 (2.74%) Solaris
6 1 (1.37%) Ubuntu
Processes & Methodologies
1 40 (54.79%) Agile Software Development
2 35 (47.95%) Analytics
3 29 (39.73%) DevOps
4 25 (34.25%) Machine Learning
5 22 (30.14%) Data Migration
5 22 (30.14%) MapReduce
5 22 (30.14%) Microservices
5 22 (30.14%) Migration
5 22 (30.14%) Open Source
6 20 (27.40%) Data Analytics
7 16 (21.92%) Continuous Integration
8 15 (20.55%) Scrum
9 14 (19.18%) SOA
10 11 (15.07%) Continuous Delivery
10 11 (15.07%) Mentoring
11 10 (13.70%) TDD
11 10 (13.70%) Visualisation
12 8 (10.96%) BDD
12 8 (10.96%) Data Visualisation
13 7 (9.59%) Unit Testing
Programming Languages
1 56 (76.71%) Java
2 33 (45.21%) SQL
3 29 (39.73%) Python
4 19 (26.03%) Scala
5 11 (15.07%) JavaScript
5 11 (15.07%) R
6 6 (8.22%) Clojure
7 5 (6.85%) Bash Shell
7 5 (6.85%) Cypher
7 5 (6.85%) Ruby
7 5 (6.85%) VBA
8 4 (5.48%) C#
9 2 (2.74%) Go
9 2 (2.74%) Perl
9 2 (2.74%) PHP
10 1 (1.37%) CoffeeScript
10 1 (1.37%) F#
10 1 (1.37%) MATLAB
10 1 (1.37%) Shell Script
10 1 (1.37%) T-SQL
Qualifications
1 26 (35.62%) Degree
2 21 (28.77%) Computer Science Degree
3 14 (19.18%) Master's Degree
4 4 (5.48%) PhD
5 2 (2.74%) Sun Certification
Quality Assurance & Compliance
1 4 (5.48%) GCP
2 1 (1.37%) ISO/IEC 27001
2 1 (1.37%) Sarbanes-Oxley
System Software
1 5 (6.85%) Virtual Machines
1 5 (6.85%) VirtualBox
2 4 (5.48%) Docker
3 3 (4.11%) Apache Flume
4 2 (2.74%) Active Directory
5 1 (1.37%) Apache ZooKeeper
5 1 (1.37%) HDFS
Systems Management
1 2 (2.74%) Ansible
1 2 (2.74%) Puppet
2 1 (1.37%) Graphite
2 1 (1.37%) Kibana
2 1 (1.37%) logstash
2 1 (1.37%) Mesos
2 1 (1.37%) Oozie
Vendors
1 21 (28.77%) Oracle
2 13 (17.81%) Microsoft
3 12 (16.44%) Cognizant
3 12 (16.44%) Google
4 9 (12.33%) Atlassian
5 8 (10.96%) Sun
6 6 (8.22%) Netezza
7 5 (6.85%) Tableau
7 5 (6.85%) Teradata
8 4 (5.48%) Cloudera
8 4 (5.48%) Hortonworks
8 4 (5.48%) Informatica
8 4 (5.48%) MapR
8 4 (5.48%) Talend
9 3 (4.11%) IBM
9 3 (4.11%) Vertica
10 2 (2.74%) Greenplum
11 1 (1.37%) MicroStrategy
11 1 (1.37%) Salesforce.com
11 1 (1.37%) SAP
London
Cognizant
Salary: Competitive + Benefits
Posted: Yesterday
London
Empiric
Salary: From £65,000 to £70,000 per annum
Posted: 4 days ago
London
Empiric
Salary: From £50,000 to £70,000 per annum
Posted: 4 days ago
West London
Opus Resourcing Ltd
Salary: £45000 - £60000 per annum + Bens + Bonus to 10%
Posted: 6 days ago
City, London
Hotels.com
Salary: Competitive
Posted: 19 days ago