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

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 609 606 576
Rank change year-on-year
-3 -30
Contract jobs citing Amazon EMR 14 13 11
As % of all contract IT jobs located in England 0.028% 0.025% 0.023%
As % of the Cloud Services category 0.27% 0.40% 0.51%
Number of daily rates quoted 9 3 8
Median daily rate £525 £475 £625
Median daily rate % change year-on-year
+10.52% -24.00%
90% offered a daily rate of more than £420 £475 £535
10% offered a daily rate of more than £633 £495 £633
UK excluding London median daily rate £413 £475 -
% change year-on-year
-13.10% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
Amazon EMR
UK

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

Cloud Services Category
England
Contract IT job ads with a match in the
Cloud Services category
5261 3225 2172
As % of all contract IT jobs located in England 10.55% 6.25% 4.47%
Number of daily rates quoted 3723 2154 1413
Median daily rate £475 £415 £400
Median daily rate % change year-on-year
+14.45% +3.75%
90% offered a daily rate of more than £318 £275 £250
10% offered a daily rate of more than £600 £575 £528
UK excluding London median daily rate £450 £400 £375
% change year-on-year
+12.50% +6.66%
Number of hourly rates quoted 66 45 52
Median hourly rate £17.50 £24.00 £17.50
Median hourly rate % change year-on-year
-27.08% +37.14%
90% offered a hourly rate of more than £12.00 £12.50 £11.50
10% offered a hourly rate of more than £40.00 £46.00 £31.64
UK excluding London median hourly rate £15.50 £22.00 £17.00
% change year-on-year
-29.54% +29.41%

Amazon EMR
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Amazon EMR as a proportion of all IT contracts with a match in the Cloud Services category.

Amazon EMR Jobs Demand Trend in England

Amazon EMR
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Amazon EMR across the England region.

Amazon EMR Daily Rate Trend in England

Amazon EMR
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Amazon EMR across the England region over the 3 months to 25 July 2016.

Amazon EMR Daily Rate Histogram in England

Amazon EMR
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon EMR within the England region over the 3 months to 25 July 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +2 7 £525 +10.52% 3
North West 0 3 - -
South East - 3 £413 -
Yorkshire - 1 - -
Amazon EMR
UK

Amazon EMR
Top 30 Related IT Skills in England

For the 6 months to 25 July 2016, IT contractor 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 contract ads across the England region with a requirement for Amazon EMR.

1 32 (91.43%) Amazon AWS
2 24 (68.57%) Java
3 23 (65.71%) Big Data
3 23 (65.71%) Hadoop
4 18 (51.43%) MapReduce
5 17 (48.57%) Apache Hive
5 17 (48.57%) Python
6 16 (45.71%) Apache Spark
7 14 (40.00%) Scala
8 12 (34.29%) Analytics
8 12 (34.29%) Apache Pig
9 11 (31.43%) Amazon EC2
9 11 (31.43%) Amazon S3
9 11 (31.43%) Linux
10 9 (25.71%) Amazon RDS
10 9 (25.71%) Data Analytics
10 9 (25.71%) R
11 8 (22.86%) Route 53
11 8 (22.86%) Apache Cassandra
11 8 (22.86%) Amazon Kinesis
12 7 (20.00%) Jenkins
12 7 (20.00%) Apache Flume
12 7 (20.00%) Configuration Management
12 7 (20.00%) MySQL
12 7 (20.00%) JavaScript
12 7 (20.00%) E-Commerce
13 6 (17.14%) ETL
13 6 (17.14%) PHP
13 6 (17.14%) MongoDB
13 6 (17.14%) AWS CloudFormation

Amazon EMR
Top Related IT Skills in England 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 16 (45.71%) Apache Spark
2 12 (34.29%) Apache Pig
3 4 (11.43%) SAS
4 3 (8.57%) Confluence
4 3 (8.57%) Elasticsearch
4 3 (8.57%) WebLogic
5 2 (5.71%) Oracle Service Bus
6 1 (2.86%) Apache
6 1 (2.86%) Jetty
Applications
1 1 (2.86%) SPSS
Cloud Services
1 32 (91.43%) Amazon AWS
2 11 (31.43%) Amazon EC2
2 11 (31.43%) Amazon S3
3 8 (22.86%) Amazon Kinesis
3 8 (22.86%) Route 53
4 6 (17.14%) AWS CloudFormation
4 6 (17.14%) AWS CloudTrail
5 4 (11.43%) GitHub
5 4 (11.43%) Virtual Private Cloud
6 3 (8.57%) Amazon CloudWatch
6 3 (8.57%) Amazon ELB
6 3 (8.57%) AWS Elastic Beanstalk
6 3 (8.57%) AWS Lambda
7 2 (5.71%) Amazon ElastiCache
7 2 (5.71%) Amazon SQS
7 2 (5.71%) Cloud Computing
7 2 (5.71%) CloudFront
7 2 (5.71%) Microsoft Azure
8 1 (2.86%) AWS Data Pipeline
Communications & Networking
1 3 (8.57%) Internet
1 3 (8.57%) OpenVPN
2 2 (5.71%) DNS
2 2 (5.71%) TCP/IP
Database & Business Intelligence
1 23 (65.71%) Big Data
1 23 (65.71%) Hadoop
2 17 (48.57%) Apache Hive
3 9 (25.71%) Amazon RDS
4 8 (22.86%) Apache Cassandra
5 7 (20.00%) MySQL
6 6 (17.14%) MongoDB
7 5 (14.29%) PostgreSQL
8 4 (11.43%) Amazon DynamoDB
8 4 (11.43%) Amazon Redshift
9 3 (8.57%) DataStax
9 3 (8.57%) HBase
9 3 (8.57%) Neo4j
9 3 (8.57%) Oracle ODI
9 3 (8.57%) Redis
9 3 (8.57%) SAS Enterprise Miner
10 2 (5.71%) Data Warehouse
10 2 (5.71%) Impala
10 2 (5.71%) Mahout
10 2 (5.71%) NoSQL
Development Applications
1 7 (20.00%) Jenkins
2 3 (8.57%) Atlassian Bamboo
2 3 (8.57%) GitLab
2 3 (8.57%) JIRA
2 3 (8.57%) Subversion
3 2 (5.71%) Hudson
3 2 (5.71%) Maven
3 2 (5.71%) TeamCity
3 2 (5.71%) Vagrant
3 2 (5.71%) Yeoman
4 1 (2.86%) Artifactory
4 1 (2.86%) Git (software)
General
1 5 (14.29%) Finance
2 2 (5.71%) Banking
2 2 (5.71%) Retail
3 1 (2.86%) Front Office
Job Titles
1 19 (54.29%) Developer
2 11 (31.43%) Architect
3 10 (28.57%) Hadoop Developer
4 8 (22.86%) Big Data Developer
5 7 (20.00%) AWS Architect
6 5 (14.29%) Big Data Architect
6 5 (14.29%) Data Architect
6 5 (14.29%) Hadoop Architect
6 5 (14.29%) Technical Architect
7 3 (8.57%) Apache Spark Developer
7 3 (8.57%) Cloud Architect
7 3 (8.57%) Scala Developer
8 2 (5.71%) Analytics Developer
8 2 (5.71%) Big Data Engineer
8 2 (5.71%) Cloud Developer
8 2 (5.71%) Data Engineer
8 2 (5.71%) Data Scientist
8 2 (5.71%) DevOps Engineer
8 2 (5.71%) Java Hadoop Developer
8 2 (5.71%) Senior Hadoop Developer
Libraries, Frameworks & Software Standards
1 4 (11.43%) Kafka
1 4 (11.43%) Web Services
2 3 (8.57%) .NET
2 3 (8.57%) Ajax
2 3 (8.57%) Akka
2 3 (8.57%) Dropwizard
2 3 (8.57%) Java EE
2 3 (8.57%) jQuery
2 3 (8.57%) RabbitMQ
2 3 (8.57%) SOAP
3 2 (5.71%) AngularJS
3 2 (5.71%) Cascalog
3 2 (5.71%) D3.js
3 2 (5.71%) Natural Language Processing
3 2 (5.71%) Pandas
3 2 (5.71%) scikit-learn
3 2 (5.71%) SciPy
4 1 (2.86%) Express
4 1 (2.86%) Node.js
4 1 (2.86%) Twitter Bootstrap
Miscellaneous
1 3 (8.57%) Client/Server
1 3 (8.57%) Visualisation
2 2 (5.71%) Algorithms
2 2 (5.71%) Internet of Things
2 2 (5.71%) Social Network
3 1 (2.86%) Clustering
3 1 (2.86%) Computer Science
3 1 (2.86%) Digital Media
Operating Systems
1 11 (31.43%) Linux
2 5 (14.29%) CentOS
3 4 (11.43%) Windows
4 3 (8.57%) Red Hat Enterprise Linux
4 3 (8.57%) Windows Server 2008
4 3 (8.57%) Windows Server 2012
5 2 (5.71%) Debian
5 2 (5.71%) Fedora
6 1 (2.86%) Windows Server
Processes & Methodologies
1 18 (51.43%) MapReduce
2 12 (34.29%) Analytics
3 9 (25.71%) Data Analytics
4 7 (20.00%) Configuration Management
4 7 (20.00%) E-Commerce
5 6 (17.14%) ETL
6 5 (14.29%) Agile Software Development
6 5 (14.29%) Big Data Analytics
6 5 (14.29%) Functional Programming
7 4 (11.43%) Data Analysis
7 4 (11.43%) Migration
7 4 (11.43%) Open Source
7 4 (11.43%) Unit Testing
8 3 (8.57%) Continuous Integration
8 3 (8.57%) Data Visualisation
8 3 (8.57%) DevOps
8 3 (8.57%) High Availability
9 2 (5.71%) Kanban
9 2 (5.71%) Machine Learning
9 2 (5.71%) Time Series Analysis
Programming Languages
1 24 (68.57%) Java
2 17 (48.57%) Python
3 14 (40.00%) Scala
4 9 (25.71%) R
5 7 (20.00%) JavaScript
6 6 (17.14%) PHP
7 5 (14.29%) C#
7 5 (14.29%) Ruby
8 4 (11.43%) PowerShell
9 3 (8.57%) Bash Shell
9 3 (8.57%) Perl
9 3 (8.57%) SQL
10 2 (5.71%) Clojure
10 2 (5.71%) VBA
11 1 (2.86%) C
11 1 (2.86%) C++
Qualifications
1 2 (5.71%) PhD
2 1 (2.86%) Degree
System Software
1 7 (20.00%) Apache Flume
2 3 (8.57%) Docker
3 2 (5.71%) Firmware
3 2 (5.71%) Squid
3 2 (5.71%) Virtual Machines
3 2 (5.71%) VirtualBox
4 1 (2.86%) Active Directory
Systems Management
1 5 (14.29%) Puppet
2 4 (11.43%) Oozie
2 4 (11.43%) Opscode Chef
3 3 (8.57%) Ansible
3 3 (8.57%) Nagios
3 3 (8.57%) Nessus
3 3 (8.57%) Rundeck
3 3 (8.57%) Zenoss
4 2 (5.71%) Consul
4 2 (5.71%) Mesos
Vendors
1 4 (11.43%) Oracle
2 3 (8.57%) AppDynamics
2 3 (8.57%) Atlassian
2 3 (8.57%) Cloudera
2 3 (8.57%) Endeca
2 3 (8.57%) Hortonworks
2 3 (8.57%) Qualys
2 3 (8.57%) VMware
2 3 (8.57%) Zend
3 2 (5.71%) Microsoft
3 2 (5.71%) Red Hat
4 1 (2.86%) Rackspace