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 5 May 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
5 May 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 605 599 593
Rank change year-on-year
-6 -6
Contract jobs citing Amazon EMR 25 6 6
As % of all contract IT jobs located in England 0.049% 0.012% 0.012%
As % of the Cloud Services category 0.56% 0.22% 0.34%
Number of daily rates quoted 15 6 4
Median daily rate £505 £488 £613
Median daily rate % change year-on-year
+3.58% -20.40%
90% offered a daily rate of more than £485 £413 £565
10% offered a daily rate of more than £605 £750 £678
UK excluding London median daily rate £401 £400 -
% change year-on-year
+0.12% -
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
4469 2708 1780
As % of all contract IT jobs located in England 8.77% 5.35% 3.59%
Number of daily rates quoted 3087 1742 1152
Median daily rate £463 £415 £413
Median daily rate % change year-on-year
+11.44% +0.60%
90% offered a daily rate of more than £325 £272 £300
10% offered a daily rate of more than £600 £600 £525
UK excluding London median daily rate £435 £400 £400
% change year-on-year
+8.75% -
Number of hourly rates quoted 75 87 29
Median hourly rate £22.00 £26.66 £16.25
Median hourly rate % change year-on-year
-17.47% +64.04%
90% offered a hourly rate of more than £12.95 £15.00 £8.85
10% offered a hourly rate of more than £47.35 £38.60 £27.80
UK excluding London median hourly rate £19.61 £25.00 £14.00
% change year-on-year
-21.56% +78.57%

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 5 May 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 5 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +17 17 £515 +8.42% 3
South East -15 3 £401 -31.82% 2
East of England - 3 - -
North West - 2 - -
Amazon EMR
UK

Amazon EMR
Top 30 Related IT Skills in England

For the 6 months to 5 May 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 25 (86.21%) Amazon AWS
2 21 (72.41%) Big Data
3 17 (58.62%) MapReduce
3 17 (58.62%) Hadoop
3 17 (58.62%) Java
4 14 (48.28%) Apache Hive
5 13 (44.83%) Python
6 12 (41.38%) Analytics
6 12 (41.38%) Apache Spark
7 11 (37.93%) Apache Pig
8 10 (34.48%) Scala
9 8 (27.59%) Amazon EC2
9 8 (27.59%) Data Analytics
10 7 (24.14%) Amazon S3
10 7 (24.14%) R
10 7 (24.14%) ETL
11 6 (20.69%) Apache Cassandra
11 6 (20.69%) Route 53
11 6 (20.69%) Apache Flume
11 6 (20.69%) Amazon RDS
12 5 (17.24%) Functional Programming
12 5 (17.24%) Amazon Kinesis
12 5 (17.24%) AWS CloudFormation
12 5 (17.24%) AWS CloudTrail
12 5 (17.24%) Big Data Analytics
12 5 (17.24%) NoSQL
12 5 (17.24%) Linux
12 5 (17.24%) E-Commerce
12 5 (17.24%) Configuration Management
12 5 (17.24%) Web Services

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 12 (41.38%) Apache Spark
2 11 (37.93%) Apache Pig
3 2 (6.90%) Confluence
3 2 (6.90%) Elasticsearch
3 2 (6.90%) SAS
3 2 (6.90%) WebLogic
4 1 (3.45%) Oracle Service Bus
Cloud Services
1 25 (86.21%) Amazon AWS
2 8 (27.59%) Amazon EC2
3 7 (24.14%) Amazon S3
4 6 (20.69%) Route 53
5 5 (17.24%) Amazon Kinesis
5 5 (17.24%) AWS CloudFormation
5 5 (17.24%) AWS CloudTrail
6 3 (10.34%) Amazon ELB
6 3 (10.34%) AWS Elastic Beanstalk
6 3 (10.34%) Cloud Computing
7 2 (6.90%) Amazon CloudWatch
7 2 (6.90%) AWS Lambda
7 2 (6.90%) GitHub
7 2 (6.90%) Virtual Private Cloud
8 1 (3.45%) Amazon ElastiCache
8 1 (3.45%) Amazon SQS
8 1 (3.45%) CloudFront
8 1 (3.45%) Google App Engine
8 1 (3.45%) Google Cloud Platform
8 1 (3.45%) PaaS
Communications & Networking
1 3 (10.34%) Internet
2 2 (6.90%) DNS
2 2 (6.90%) OpenVPN
3 1 (3.45%) TCP/IP
Database & Business Intelligence
1 21 (72.41%) Big Data
2 17 (58.62%) Hadoop
3 14 (48.28%) Apache Hive
4 6 (20.69%) Amazon RDS
4 6 (20.69%) Apache Cassandra
5 5 (17.24%) NoSQL
6 4 (13.79%) MongoDB
6 4 (13.79%) MySQL
6 4 (13.79%) PostgreSQL
7 3 (10.34%) Data Warehouse
7 3 (10.34%) Neo4j
7 3 (10.34%) Pentaho
7 3 (10.34%) RDBMS
7 3 (10.34%) Relational Database
8 2 (6.90%) Amazon Redshift
8 2 (6.90%) DataStax
8 2 (6.90%) Impala
8 2 (6.90%) Mahout
8 2 (6.90%) Oracle ODI
8 2 (6.90%) SAS Enterprise Miner
Development Applications
1 3 (10.34%) Jenkins
1 3 (10.34%) Talend Open Studio
2 2 (6.90%) Atlassian Bamboo
2 2 (6.90%) GitLab
2 2 (6.90%) JIRA
2 2 (6.90%) Subversion
2 2 (6.90%) Vagrant
2 2 (6.90%) Yeoman
3 1 (3.45%) Artifactory
3 1 (3.45%) Hudson
3 1 (3.45%) Maven
3 1 (3.45%) TeamCity
General
1 4 (13.79%) Finance
2 2 (6.90%) Banking
3 1 (3.45%) Games
3 1 (3.45%) Retail
Job Titles
1 14 (48.28%) Developer
2 10 (34.48%) Architect
3 8 (27.59%) Hadoop Developer
4 7 (24.14%) Big Data Developer
5 5 (17.24%) AWS Architect
5 5 (17.24%) Data Architect
6 4 (13.79%) Technical Architect
7 3 (10.34%) Apache Spark Developer
7 3 (10.34%) Cloud Architect
7 3 (10.34%) Hadoop Architect
8 2 (6.90%) Big Data Architect
8 2 (6.90%) Cloud Developer
8 2 (6.90%) Data Scientist
8 2 (6.90%) Scala Developer
8 2 (6.90%) Software Developer
9 1 (3.45%) DevOps Engineer
9 1 (3.45%) Java Technical Architect
9 1 (3.45%) Senior Developer
9 1 (3.45%) Software Engineer
9 1 (3.45%) Technical Specialist
Libraries, Frameworks & Software Standards
1 5 (17.24%) Web Services
2 3 (10.34%) .NET
2 3 (10.34%) Java EE
2 3 (10.34%) Kafka
3 2 (6.90%) Ajax
3 2 (6.90%) Akka
3 2 (6.90%) Cascalog
3 2 (6.90%) D3.js
3 2 (6.90%) jQuery
3 2 (6.90%) Natural Language Processing
3 2 (6.90%) Pandas
3 2 (6.90%) RabbitMQ
3 2 (6.90%) scikit-learn
3 2 (6.90%) SciPy
3 2 (6.90%) SOAP
4 1 (3.45%) Open Graph
Miscellaneous
1 3 (10.34%) Client/Server
1 3 (10.34%) Visualisation
2 2 (6.90%) Algorithms
2 2 (6.90%) Social Network
3 1 (3.45%) Computer Science
3 1 (3.45%) Digital Media
3 1 (3.45%) Internet of Things
Operating Systems
1 5 (17.24%) Linux
2 3 (10.34%) CentOS
2 3 (10.34%) Windows
3 2 (6.90%) Red Hat Enterprise Linux
3 2 (6.90%) Windows Server 2008
3 2 (6.90%) Windows Server 2012
4 1 (3.45%) Debian
4 1 (3.45%) Fedora
4 1 (3.45%) Windows Server
Processes & Methodologies
1 17 (58.62%) MapReduce
2 12 (41.38%) Analytics
3 8 (27.59%) Data Analytics
4 7 (24.14%) ETL
5 5 (17.24%) Big Data Analytics
5 5 (17.24%) Configuration Management
5 5 (17.24%) E-Commerce
5 5 (17.24%) Functional Programming
6 4 (13.79%) Data Analysis
6 4 (13.79%) Migration
7 3 (10.34%) Data Modelling
7 3 (10.34%) Data Visualisation
7 3 (10.34%) Mentoring
7 3 (10.34%) Requirements Engineering
8 2 (6.90%) Agile Software Development
8 2 (6.90%) High Availability
8 2 (6.90%) Machine Learning
8 2 (6.90%) Statistical Analysis
8 2 (6.90%) Time Series Analysis
8 2 (6.90%) Unit Testing
Programming Languages
1 17 (58.62%) Java
2 13 (44.83%) Python
3 10 (34.48%) Scala
4 7 (24.14%) R
5 5 (17.24%) C#
6 4 (13.79%) JavaScript
7 3 (10.34%) Bash Shell
7 3 (10.34%) PHP
7 3 (10.34%) PowerShell
7 3 (10.34%) Ruby
8 2 (6.90%) Clojure
8 2 (6.90%) SQL
8 2 (6.90%) VBA
9 1 (3.45%) C
9 1 (3.45%) C++
9 1 (3.45%) Perl
Qualifications
1 3 (10.34%) SC Cleared
1 3 (10.34%) Security Cleared
2 2 (6.90%) PhD
3 1 (3.45%) Degree
System Software
1 6 (20.69%) Apache Flume
2 2 (6.90%) Docker
2 2 (6.90%) VirtualBox
3 1 (3.45%) Active Directory
3 1 (3.45%) Firmware
3 1 (3.45%) Squid
Systems Management
1 3 (10.34%) Oozie
1 3 (10.34%) Puppet
2 2 (6.90%) Mesos
2 2 (6.90%) Nagios
2 2 (6.90%) Nessus
2 2 (6.90%) Rundeck
2 2 (6.90%) Zenoss
3 1 (3.45%) Ansible
3 1 (3.45%) Opscode Chef
Vendors
1 3 (10.34%) Cloudera
1 3 (10.34%) Informatica
1 3 (10.34%) Talend
2 2 (6.90%) AppDynamics
2 2 (6.90%) Atlassian
2 2 (6.90%) Endeca
2 2 (6.90%) Hortonworks
2 2 (6.90%) Microsoft
2 2 (6.90%) Oracle
2 2 (6.90%) Qualys
2 2 (6.90%) VMware
2 2 (6.90%) Zend
3 1 (3.45%) Facebook
3 1 (3.45%) Google
3 1 (3.45%) PayPal
3 1 (3.45%) Red Hat
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