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 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Amazon Elastic MapReduce (Amazon EMR)
England / London
Rank 546 619 618
Rank change year-on-year +73 -1  
Permanent jobs citing Amazon EMR 30 34 44
As % of all permanent IT jobs advertised in London 0.090% 0.081% 0.10%
As % of the Cloud Services category 0.52% 0.62% 1.02%
Number of salaries quoted 26 32 35
Median salary £90,000 £70,000 £62,500
Median salary % change year-on-year +28.57% +12.00%  
90% offered a salary of more than £62,500 £47,500 £50,000
10% offered a salary of more than £115,000 £85,000 £80,000
UK excluding London median salary £32,500 £35,000 £62,500
% change year-on-year -7.14% -44.00%  

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 5754 5473 4294
As % of all permanent IT job vacancies advertised in London 17.19% 13.04% 10.02%
Number of salaries quoted 4804 4685 3471
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.34% +4.54%  
90% offered a salary of more than £37,500 £37,000 £35,000
10% offered a salary of more than £85,000 £75,000 £82,500
UK excluding London median salary £45,000 £45,000 £45,000

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 27 March 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 27 March 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 +51 7 £90,000 +12.50% 2
Westminster - 5 £90,000 -
Amazon EMR
England

Amazon EMR
Top 30 Related IT Skills in London

For the 6 months to 27 March 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 65 (100.00%) Amazon AWS
2 56 (86.15%) Big Data
3 39 (60.00%) Apache Spark
4 37 (56.92%) Amazon S3
5 33 (50.77%) Amazon EC2
6 29 (44.62%) Hadoop
6 29 (44.62%) Machine Learning
6 29 (44.62%) Python
7 27 (41.54%) Java
7 27 (41.54%) Web Services
7 27 (41.54%) Amazon Redshift
8 26 (40.00%) Scala
9 25 (38.46%) Agile Software Development
9 25 (38.46%) Analytics
10 20 (30.77%) Amazon Kinesis
11 19 (29.23%) Finance
12 17 (26.15%) MapReduce
13 16 (24.62%) MongoDB
13 16 (24.62%) Algorithms
13 16 (24.62%) SQL
13 16 (24.62%) ETL
13 16 (24.62%) Continuous Integration
14 15 (23.08%) Computer Science
14 15 (23.08%) PostgreSQL
14 15 (23.08%) Jenkins
15 14 (21.54%) Kafka
15 14 (21.54%) Data Analytics
15 14 (21.54%) Data Warehouse
16 13 (20.00%) Games
16 13 (20.00%) Amazon DynamoDB

Amazon EMR
Top Related 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 39 (60.00%) Apache Spark
2 11 (16.92%) Apache
3 9 (13.85%) Apache Pig
4 7 (10.77%) Apache Solr
5 4 (6.15%) Elasticsearch
6 2 (3.08%) JBoss
6 2 (3.08%) SAS
6 2 (3.08%) Tomcat
Applications
1 7 (10.77%) MS Excel
2 2 (3.08%) SPSS
3 1 (1.54%) EViews
3 1 (1.54%) Stata
Cloud Services
1 65 (100.00%) Amazon AWS
2 37 (56.92%) Amazon S3
3 33 (50.77%) Amazon EC2
4 20 (30.77%) Amazon Kinesis
5 8 (12.31%) Amazon ELB
5 8 (12.31%) Route 53
5 8 (12.31%) Virtual Private Cloud
6 7 (10.77%) AWS Elastic Beanstalk
7 4 (6.15%) Amazon SQS
7 4 (6.15%) AWS Lambda
8 3 (4.62%) Cloud Computing
9 2 (3.08%) AWS Data Pipeline
10 1 (1.54%) GitHub
10 1 (1.54%) Google Analytics
10 1 (1.54%) Google Cloud Platform
10 1 (1.54%) Microsoft Azure
Communications & Networking
1 6 (9.23%) Internet
2 1 (1.54%) BGP
2 1 (1.54%) DNS
2 1 (1.54%) IPsec
2 1 (1.54%) TCP/IP
2 1 (1.54%) VPN
Database & Business Intelligence
1 56 (86.15%) Big Data
2 29 (44.62%) Hadoop
3 27 (41.54%) Amazon Redshift
4 16 (24.62%) MongoDB
5 15 (23.08%) PostgreSQL
6 14 (21.54%) Data Warehouse
7 13 (20.00%) Amazon DynamoDB
7 13 (20.00%) Apache Hive
8 12 (18.46%) NoSQL
9 11 (16.92%) Amazon RDS
10 8 (12.31%) MySQL
11 7 (10.77%) Impala
11 7 (10.77%) Mahout
12 6 (9.23%) Data Mining
12 6 (9.23%) Neo4j
12 6 (9.23%) Redis
13 4 (6.15%) Relational Database
13 4 (6.15%) SQL Server
14 3 (4.62%) Data Lake
15 2 (3.08%) Sqoop
Development Applications
1 15 (23.08%) Jenkins
2 11 (16.92%) Git (software)
3 6 (9.23%) Vagrant
3 6 (9.23%) Yeoman
4 2 (3.08%) Maven
5 1 (1.54%) Atlassian Bamboo
5 1 (1.54%) Talend Open Studio
General
1 19 (29.23%) Finance
2 13 (20.00%) Games
3 10 (15.38%) Retail
4 4 (6.15%) Banking
4 4 (6.15%) Manufacturing
4 4 (6.15%) Telecoms
5 3 (4.62%) Music Industry
6 1 (1.54%) Marketing
Job Titles
1 17 (26.15%) Architect
1 17 (26.15%) Big Data Architect
1 17 (26.15%) Data Architect
2 16 (24.62%) Data Engineer
3 10 (15.38%) AWS Architect
3 10 (15.38%) Big Data Engineer
3 10 (15.38%) Hadoop Architect
4 9 (13.85%) DevOps Engineer
5 8 (12.31%) Developer
6 7 (10.77%) Data Scientist
7 6 (9.23%) Data Warehouse Architect
7 6 (9.23%) Scala Developer
7 6 (9.23%) Senior Developer
7 6 (9.23%) Senior Scala Developer
8 5 (7.69%) Analytics Manager
8 5 (7.69%) Consultant
8 5 (7.69%) Data Manager
8 5 (7.69%) Java Developer
8 5 (7.69%) Java Scala Developer
8 5 (7.69%) Senior Java Scala Developer
Libraries, Frameworks & Software Standards
1 27 (41.54%) Web Services
2 14 (21.54%) Kafka
3 8 (12.31%) Lambda Expressions
4 7 (10.77%) D3.js
4 7 (10.77%) scikit-learn
4 7 (10.77%) SciPy
5 6 (9.23%) Cascalog
5 6 (9.23%) Natural Language Processing
5 6 (9.23%) Pandas
6 5 (7.69%) AngularJS
7 3 (4.62%) .NET
7 3 (4.62%) ASP.NET Web API
8 2 (3.08%) CSS
8 2 (3.08%) Dapper ORM
8 2 (3.08%) Entity Framework
8 2 (3.08%) Node.js
8 2 (3.08%) NumPy
8 2 (3.08%) RabbitMQ
8 2 (3.08%) REST
8 2 (3.08%) SOAP
Miscellaneous
1 16 (24.62%) Algorithms
2 15 (23.08%) Computer Science
3 12 (18.46%) Analytical Skills
4 6 (9.23%) Online Games
5 3 (4.62%) Data Structures
6 1 (1.54%) Clustering
6 1 (1.54%) Digital Media
6 1 (1.54%) Management Information System
Operating Systems
1 8 (12.31%) Linux
1 8 (12.31%) Unix
2 2 (3.08%) Windows
3 1 (1.54%) Ubuntu
Processes & Methodologies
1 29 (44.62%) Machine Learning
2 25 (38.46%) Agile Software Development
2 25 (38.46%) Analytics
3 17 (26.15%) MapReduce
4 16 (24.62%) Continuous Integration
4 16 (24.62%) ETL
5 14 (21.54%) Data Analytics
6 11 (16.92%) DevOps
7 10 (15.38%) Open Source
8 9 (13.85%) BDD
8 9 (13.85%) Mentoring
8 9 (13.85%) TDD
8 9 (13.85%) Visualisation
9 8 (12.31%) Data Architecture
9 8 (12.31%) Data Visualisation
9 8 (12.31%) Scrum
9 8 (12.31%) Unit Testing
10 7 (10.77%) Business Intelligence
10 7 (10.77%) Data Engineering
10 7 (10.77%) Dimensional Modelling
Programming Languages
1 29 (44.62%) Python
2 27 (41.54%) Java
3 26 (40.00%) Scala
4 16 (24.62%) SQL
5 10 (15.38%) R
6 7 (10.77%) Clojure
7 6 (9.23%) Bash Shell
7 6 (9.23%) Cypher
7 6 (9.23%) VBA
8 5 (7.69%) JavaScript
9 4 (6.15%) Go
9 4 (6.15%) Ruby
10 3 (4.62%) C#
11 1 (1.54%) CoffeeScript
11 1 (1.54%) F#
Qualifications
1 10 (15.38%) Degree
2 5 (7.69%) PhD
Quality Assurance & Compliance
1 1 (1.54%) Data Quality
1 1 (1.54%) ISO/IEC 27001
1 1 (1.54%) Sarbanes-Oxley
System Software
1 8 (12.31%) Docker
2 6 (9.23%) Virtual Machines
2 6 (9.23%) VirtualBox
3 3 (4.62%) Apache Flume
4 2 (3.08%) Apache ZooKeeper
4 2 (3.08%) HDFS
Systems Management
1 12 (18.46%) Ansible
2 7 (10.77%) Opscode Chef
3 3 (4.62%) Puppet
4 2 (3.08%) Oozie
5 1 (1.54%) Graphite
5 1 (1.54%) Kibana
5 1 (1.54%) logstash
5 1 (1.54%) Mesos
Vendors
1 9 (13.85%) Google
1 9 (13.85%) Microsoft
1 9 (13.85%) Oracle
2 7 (10.77%) Netezza
2 7 (10.77%) Sun
3 3 (4.62%) IBM
3 3 (4.62%) Tableau
4 1 (1.54%) Cloudera
4 1 (1.54%) Cognos
4 1 (1.54%) Informatica
4 1 (1.54%) MicroStrategy
4 1 (1.54%) Talend
4 1 (1.54%) Teradata
City, London
The Datawarehousing Company
Salary: £55,000 per annum
Posted: 9 hours ago
London
Accenture
Salary: From £40,000 to £47,000 per annum
Posted: 3 days ago
London
McGregor Boyall
Salary: £50000 - £70000.00 per annum
Posted: 6 days ago
London
Computer Futures
Salary: £50000 - £70000 per annum + competitive
Posted: 17 days ago
London
ABILITY Resorucing Ltd
Salary: £55000 - £75000 per annum
Posted: 13 days ago
London, UK
Ticketmaster
Salary: Competitive
Posted: 19 days ago
City, London
Accenture
Salary: Competitive
Posted: 19 days ago