The table below looks at the statistics for Amazon EMR skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Amazon EMR over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 610 598 670
Rank change year-on-year
-12 +72
Permanent jobs citing Amazon EMR 37 51 27
As % of all permanent IT jobs located in London 0.091% 0.12% 0.055%
As % of the Cloud Services category 0.68% 1.16% 0.66%
Number of salaries quoted 36 34 22
Median salary £80,000 £67,500 £57,500
Median salary % change year-on-year
+18.51% +17.39%
90% offered a salary of more than £47,500 £60,000 £40,000
10% offered a salary of more than £120,000 £95,000 £80,000
UK excluding London median salary £68,750 £60,000 £90,000
% change year-on-year
+14.58% -33.33%
Amazon EMR
England

The following table is for comparison with the above and provides statistics for the entire Cloud Services category in permanent jobs advertised in the London region.

Cloud Services Category
London
Permanent IT job ads with a match in the
Cloud Services category
5445 4409 4094
As % of all permanent IT jobs located in London 13.44% 10.14% 8.41%
Number of salaries quoted 4692 3652 3459
Median salary £60,000 £55,000 £52,500
Median salary % change year-on-year
+9.09% +4.76%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £85,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Amazon EMR
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Amazon EMR as a proportion of all IT jobs with a match in the Cloud Services category.

Amazon EMR Jobs Demand Trend 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 across the London region.

Amazon EMR Salary Trend in London

Amazon EMR
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Amazon EMR across the London region over the 3 months to 25 May 2016.

Amazon EMR Salary Histogram 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 25 May 2016. 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
(Click see detailed
statistics and trends)
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 +54 11 £80,000 +45.45% 2
Amazon EMR
England

Amazon EMR
Top 30 Related IT Skills in London

For the 6 months to 25 May 2016, 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 44 (73.33%) Python
2 42 (70.00%) Amazon AWS
3 39 (65.00%) Apache Hive
4 36 (60.00%) MongoDB
5 35 (58.33%) Neo4j
6 34 (56.67%) Big Data
7 33 (55.00%) Hadoop
8 29 (48.33%) Apache Cassandra
9 27 (45.00%) MapReduce
9 27 (45.00%) Apache Spark
10 26 (43.33%) NoSQL
10 26 (43.33%) Amazon S3
10 26 (43.33%) Agile Software Development
11 25 (41.67%) SQL
12 23 (38.33%) Software Engineering
12 23 (38.33%) R
12 23 (38.33%) Amazon EC2
13 22 (36.67%) Visualisation
13 22 (36.67%) Analytics
14 21 (35.00%) Apache Pig
14 21 (35.00%) TDD
15 19 (31.67%) Google
15 19 (31.67%) Facebook
15 19 (31.67%) Open Source
15 19 (31.67%) Couchbase
15 19 (31.67%) Google Cloud Platform
16 18 (30.00%) Analytical Skills
16 18 (30.00%) Impala
16 18 (30.00%) Data Analytics
16 18 (30.00%) Jenkins

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 27 (45.00%) Apache Spark
2 21 (35.00%) Apache Pig
3 15 (25.00%) Apache
4 3 (5.00%) SAS
5 1 (1.67%) Elasticsearch
5 1 (1.67%) nginx
5 1 (1.67%) Tomcat
Applications
1 1 (1.67%) EViews
1 1 (1.67%) SPSS
Cloud Services
1 42 (70.00%) Amazon AWS
2 26 (43.33%) Amazon S3
3 23 (38.33%) Amazon EC2
4 19 (31.67%) Google Cloud Platform
5 18 (30.00%) Google App Engine
5 18 (30.00%) PaaS
6 4 (6.67%) Microsoft Azure
7 3 (5.00%) Amazon ELB
7 3 (5.00%) Amazon Kinesis
8 2 (3.33%) AWS Elastic Beanstalk
8 2 (3.33%) Cloud Computing
8 2 (3.33%) Route 53
8 2 (3.33%) Virtual Private Cloud
9 1 (1.67%) AWS CloudFormation
9 1 (1.67%) AWS Lambda
9 1 (1.67%) Azure Machine Learning
9 1 (1.67%) CloudFront
9 1 (1.67%) GitHub
Communications & Networking
1 18 (30.00%) Internet
2 1 (1.67%) DNS
2 1 (1.67%) SSH
2 1 (1.67%) TCP/IP
2 1 (1.67%) VPN
Database & Business Intelligence
1 39 (65.00%) Apache Hive
2 36 (60.00%) MongoDB
3 35 (58.33%) Neo4j
4 34 (56.67%) Big Data
5 33 (55.00%) Hadoop
6 29 (48.33%) Apache Cassandra
7 26 (43.33%) NoSQL
8 19 (31.67%) Couchbase
9 18 (30.00%) Impala
9 18 (30.00%) Mahout
9 18 (30.00%) PostgreSQL
10 10 (16.67%) Data Mining
11 9 (15.00%) Amazon DynamoDB
11 9 (15.00%) Amazon Redshift
12 7 (11.67%) HBase
13 6 (10.00%) Relational Database
14 4 (6.67%) Amazon RDS
14 4 (6.67%) RDBMS
15 2 (3.33%) Data Warehouse
15 2 (3.33%) Redis
Development Applications
1 18 (30.00%) Jenkins
2 17 (28.33%) Git (software)
3 16 (26.67%) Vagrant
3 16 (26.67%) Yeoman
4 3 (5.00%) Talend Open Studio
5 2 (3.33%) Maven
General
1 18 (30.00%) Games
2 10 (16.67%) Retail
3 9 (15.00%) Finance
3 9 (15.00%) Telecoms
4 8 (13.33%) Banking
4 8 (13.33%) Manufacturing
5 4 (6.67%) Marketing
6 1 (1.67%) Legal
6 1 (1.67%) Multimedia
Job Titles
1 26 (43.33%) Developer
2 18 (30.00%) Python Developer
3 11 (18.33%) Data Scientist
4 9 (15.00%) Games Developer
5 8 (13.33%) Analytics Consultant
5 8 (13.33%) Consultant
5 8 (13.33%) Data Analytics Consultant
5 8 (13.33%) Data Consultant
6 6 (10.00%) Big Data Developer
6 6 (10.00%) Django Developer
6 6 (10.00%) Head of Data Management
6 6 (10.00%) Head of IT
6 6 (10.00%) Python/Django Developer
6 6 (10.00%) Scala Developer
7 5 (8.33%) Architect
8 4 (6.67%) AWS Architect
8 4 (6.67%) Big Data Architect
8 4 (6.67%) Data Architect
8 4 (6.67%) Hadoop Architect
8 4 (6.67%) Software Engineer
Libraries, Frameworks & Software Standards
1 18 (30.00%) D3.js
1 18 (30.00%) Open Graph
2 17 (28.33%) scikit-learn
3 16 (26.67%) Cascalog
3 16 (26.67%) Natural Language Processing
3 16 (26.67%) Pandas
3 16 (26.67%) SciPy
4 10 (16.67%) Kafka
5 9 (15.00%) Akka
6 6 (10.00%) Django
6 6 (10.00%) Dropwizard
6 6 (10.00%) Web Services
7 4 (6.67%) Apache Camel
8 3 (5.00%) RESTful
9 1 (1.67%) AngularJS
9 1 (1.67%) Apache Avro
9 1 (1.67%) JSON
9 1 (1.67%) MLlib
9 1 (1.67%) PostGIS
9 1 (1.67%) Protocol Buffers
Miscellaneous
1 22 (36.67%) Visualisation
2 18 (30.00%) Analytical Skills
3 13 (21.67%) Online Games
4 10 (16.67%) Computer Science
5 6 (10.00%) Social Network
6 4 (6.67%) Algorithms
7 1 (1.67%) Artificial Intelligence
7 1 (1.67%) Data Centre
7 1 (1.67%) Hybrid Cloud
7 1 (1.67%) Mathematics
7 1 (1.67%) Public Cloud
7 1 (1.67%) Statistics
Operating Systems
1 3 (5.00%) Linux
2 1 (1.67%) Unix
Processes & Methodologies
1 27 (45.00%) MapReduce
2 26 (43.33%) Agile Software Development
3 23 (38.33%) Software Engineering
4 22 (36.67%) Analytics
5 21 (35.00%) TDD
6 19 (31.67%) Open Source
7 18 (30.00%) Continuous Integration
7 18 (30.00%) Data Analytics
7 18 (30.00%) Data Visualisation
7 18 (30.00%) Statistical Analysis
8 17 (28.33%) Data Munging
8 17 (28.33%) Machine Learning
8 17 (28.33%) Unit Testing
9 16 (26.67%) Data Analysis
9 16 (26.67%) Time Series Analysis
9 16 (26.67%) User Stories
10 8 (13.33%) Bioinformatics
10 8 (13.33%) Operations Research
11 7 (11.67%) Presales
12 6 (10.00%) ETL
Programming Languages
1 44 (73.33%) Python
2 25 (41.67%) SQL
3 23 (38.33%) R
4 17 (28.33%) Java
5 16 (26.67%) Bash Shell
5 16 (26.67%) Clojure
5 16 (26.67%) VBA
6 10 (16.67%) Scala
7 2 (3.33%) JavaScript
7 2 (3.33%) Perl
8 1 (1.67%) C
8 1 (1.67%) C#
8 1 (1.67%) C++
8 1 (1.67%) PHP
8 1 (1.67%) Ruby
Qualifications
1 8 (13.33%) PhD
2 2 (3.33%) Degree
3 1 (1.67%) SC Cleared
3 1 (1.67%) Security Cleared
System Software
1 16 (26.67%) VirtualBox
2 8 (13.33%) Docker
3 6 (10.00%) HDFS
4 3 (5.00%) Apache Flume
5 1 (1.67%) Apache ZooKeeper
5 1 (1.67%) LXC
5 1 (1.67%) VMware Infrastructure
5 1 (1.67%) Xen
Systems Management
1 7 (11.67%) Mesos
2 4 (6.67%) Ansible
2 4 (6.67%) Opscode Chef
3 2 (3.33%) Oozie
3 2 (3.33%) Puppet
4 1 (1.67%) HAProxy
4 1 (1.67%) Kibana
4 1 (1.67%) logstash
Vendors
1 19 (31.67%) Facebook
1 19 (31.67%) Google
2 18 (30.00%) PayPal
3 6 (10.00%) Cloudera
4 3 (5.00%) Oracle
4 3 (5.00%) Talend
5 2 (3.33%) Hortonworks
5 2 (3.33%) Tableau
6 1 (1.67%) Cognos
6 1 (1.67%) Informatica
6 1 (1.67%) Teradata
6 1 (1.67%) VMware
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