The table below looks at the statistics for Amazon EMR skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Amazon EMR over the 3 months to 24 June 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
24 Jun 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 623 627 609
Rank change year-on-year
+4 -18
Contract jobs citing Amazon EMR 17 13 14
As % of all contract IT jobs located in the UK 0.032% 0.023% 0.026%
As % of the Cloud Services category 0.33% 0.39% 0.62%
Number of daily rates quoted 10 5 9
Median daily rate £503 £500 £600
Median daily rate % change year-on-year
+0.50% -16.66%
90% offered a daily rate of more than £423 £410 £540
10% offered a daily rate of more than £539 £750 £630
UK excluding London median daily rate £413 £500 -
% change year-on-year
-17.45% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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

Cloud Services Category
UK
Contract IT job ads with a match in the
Cloud Services category
5155 3301 2250
As % of all contract IT jobs located in the UK 9.59% 5.89% 4.15%
Number of daily rates quoted 3626 2149 1438
Median daily rate £463 £410 £410
Median daily rate % change year-on-year
+12.80% -
90% offered a daily rate of more than £313 £275 £250
10% offered a daily rate of more than £600 £550 £525
UK excluding London median daily rate £450 £400 £390
% change year-on-year
+12.50% +2.56%
Number of hourly rates quoted 77 70 52
Median hourly rate £19.00 £35.00 £17.38
Median hourly rate % change year-on-year
-45.71% +101.43%
90% offered a hourly rate of more than £12.50 £13.87 £11.00
10% offered a hourly rate of more than £40.00 £40.00 £32.00
UK excluding London median hourly rate £15.64 £27.50 £15.00
% change year-on-year
-43.11% +83.33%

Amazon EMR
Jobs Demand Trend

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

Amazon EMR Jobs Demand Trend in the UK

Amazon EMR
Daily Rate Trend

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

Amazon EMR Daily Rate Trend in the UK

Amazon EMR
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Amazon EMR within the UK over the 3 months to 24 June 2016.

Amazon EMR Daily Rate Histogram in the UK

Amazon EMR
Top 14 Contract Locations

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 UK over the 3 months to 24 June 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
England +9 17 £503 -33.00% 5
London - 8 £505 - 4
North West -5 3 - -
East of England - 3 - -
Cambridgeshire - 3 - -
Liverpool - 3 - -
Merseyside - 3 - -
South East +4 2 £413 -44.96%
Surrey - 2 £413 -
City of London - 2 £475 - 1
Guildford - 1 £401 -
Bradford - 1 - - 1
West Yorkshire - 1 - - 1
Yorkshire - 1 - - 1

Amazon EMR
Top 30 Related IT Skills

For the 6 months to 24 June 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 with a requirement for Amazon EMR.

1 28 (87.50%) Amazon AWS
2 21 (65.63%) Java
3 20 (62.50%) Hadoop
3 20 (62.50%) Big Data
4 16 (50.00%) Python
4 16 (50.00%) MapReduce
4 16 (50.00%) Apache Hive
5 15 (46.88%) Apache Spark
6 13 (40.63%) Scala
7 11 (34.38%) Amazon EC2
7 11 (34.38%) Amazon S3
7 11 (34.38%) Apache Pig
8 10 (31.25%) Analytics
8 10 (31.25%) Linux
9 9 (28.13%) Data Analytics
9 9 (28.13%) Amazon RDS
10 8 (25.00%) Amazon Kinesis
10 8 (25.00%) Route 53
10 8 (25.00%) Apache Cassandra
10 8 (25.00%) R
11 7 (21.88%) Configuration Management
11 7 (21.88%) MySQL
11 7 (21.88%) Jenkins
12 6 (18.75%) Apache Flume
12 6 (18.75%) AWS CloudFormation
12 6 (18.75%) AWS CloudTrail
12 6 (18.75%) JavaScript
12 6 (18.75%) E-Commerce
13 5 (15.63%) ETL
13 5 (15.63%) C#

Amazon EMR
Top Related IT Skills 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 15 (46.88%) Apache Spark
2 11 (34.38%) Apache Pig
3 3 (9.38%) Confluence
3 3 (9.38%) Elasticsearch
3 3 (9.38%) SAS
3 3 (9.38%) WebLogic
4 2 (6.25%) Oracle Service Bus
5 1 (3.13%) Jetty
Cloud Services
1 28 (87.50%) Amazon AWS
2 11 (34.38%) Amazon EC2
2 11 (34.38%) Amazon S3
3 8 (25.00%) Amazon Kinesis
3 8 (25.00%) Route 53
4 6 (18.75%) AWS CloudFormation
4 6 (18.75%) AWS CloudTrail
5 4 (12.50%) GitHub
5 4 (12.50%) Virtual Private Cloud
6 3 (9.38%) Amazon CloudWatch
6 3 (9.38%) Amazon ELB
6 3 (9.38%) AWS Elastic Beanstalk
6 3 (9.38%) AWS Lambda
7 2 (6.25%) Amazon ElastiCache
7 2 (6.25%) Amazon SQS
7 2 (6.25%) CloudFront
8 1 (3.13%) Google App Engine
8 1 (3.13%) Google Cloud Platform
8 1 (3.13%) Microsoft Azure
8 1 (3.13%) PaaS
Communications & Networking
1 4 (12.50%) Internet
2 3 (9.38%) OpenVPN
3 2 (6.25%) DNS
3 2 (6.25%) TCP/IP
Database & Business Intelligence
1 20 (62.50%) Big Data
1 20 (62.50%) Hadoop
2 16 (50.00%) Apache Hive
3 9 (28.13%) Amazon RDS
4 8 (25.00%) Apache Cassandra
5 7 (21.88%) MySQL
6 5 (15.63%) MongoDB
6 5 (15.63%) PostgreSQL
7 4 (12.50%) Amazon DynamoDB
7 4 (12.50%) Amazon Redshift
7 4 (12.50%) Neo4j
8 3 (9.38%) DataStax
8 3 (9.38%) NoSQL
8 3 (9.38%) Oracle ODI
8 3 (9.38%) Redis
8 3 (9.38%) SAS Enterprise Miner
9 2 (6.25%) Impala
9 2 (6.25%) Mahout
10 1 (3.13%) Couchbase
10 1 (3.13%) Relational Database
Development Applications
1 7 (21.88%) Jenkins
2 3 (9.38%) Atlassian Bamboo
2 3 (9.38%) GitLab
2 3 (9.38%) JIRA
2 3 (9.38%) Subversion
3 2 (6.25%) Hudson
3 2 (6.25%) Maven
3 2 (6.25%) TeamCity
3 2 (6.25%) Vagrant
3 2 (6.25%) Yeoman
4 1 (3.13%) Artifactory
4 1 (3.13%) Git (software)
General
1 5 (15.63%) Finance
2 2 (6.25%) Banking
2 2 (6.25%) Retail
3 1 (3.13%) Games
Job Titles
1 17 (53.13%) Developer
2 9 (28.13%) Architect
2 9 (28.13%) Hadoop Developer
3 8 (25.00%) Big Data Developer
4 6 (18.75%) AWS Architect
5 5 (15.63%) Technical Architect
6 3 (9.38%) Apache Spark Developer
6 3 (9.38%) Big Data Architect
6 3 (9.38%) Cloud Architect
6 3 (9.38%) Data Architect
6 3 (9.38%) Hadoop Architect
6 3 (9.38%) Scala Developer
7 2 (6.25%) Analytics Developer
7 2 (6.25%) AWS Developer
7 2 (6.25%) Big Data Engineer
7 2 (6.25%) Data Engineer
7 2 (6.25%) Data Scientist
7 2 (6.25%) DevOps Engineer
7 2 (6.25%) Senior Developer
7 2 (6.25%) Senior Hadoop Developer
Libraries, Frameworks & Software Standards
1 4 (12.50%) Kafka
2 3 (9.38%) .NET
2 3 (9.38%) Ajax
2 3 (9.38%) Akka
2 3 (9.38%) Dropwizard
2 3 (9.38%) Java EE
2 3 (9.38%) jQuery
2 3 (9.38%) RabbitMQ
2 3 (9.38%) SOAP
2 3 (9.38%) Web Services
3 2 (6.25%) Cascalog
3 2 (6.25%) D3.js
3 2 (6.25%) Natural Language Processing
3 2 (6.25%) Pandas
3 2 (6.25%) scikit-learn
3 2 (6.25%) SciPy
4 1 (3.13%) AngularJS
4 1 (3.13%) Apache Camel
4 1 (3.13%) GraphX
4 1 (3.13%) MLlib
Miscellaneous
1 3 (9.38%) Client/Server
1 3 (9.38%) Visualisation
2 2 (6.25%) Algorithms
2 2 (6.25%) Internet of Things
2 2 (6.25%) Social Network
3 1 (3.13%) Computer Science
3 1 (3.13%) Digital Media
Operating Systems
1 10 (31.25%) Linux
2 5 (15.63%) CentOS
3 4 (12.50%) Windows
4 3 (9.38%) Red Hat Enterprise Linux
4 3 (9.38%) Windows Server 2008
4 3 (9.38%) Windows Server 2012
5 2 (6.25%) Debian
5 2 (6.25%) Fedora
6 1 (3.13%) Windows Server
Processes & Methodologies
1 16 (50.00%) MapReduce
2 10 (31.25%) Analytics
3 9 (28.13%) Data Analytics
4 7 (21.88%) Configuration Management
5 6 (18.75%) E-Commerce
6 5 (15.63%) Big Data Analytics
6 5 (15.63%) ETL
6 5 (15.63%) Functional Programming
7 4 (12.50%) Agile Software Development
7 4 (12.50%) Data Analysis
7 4 (12.50%) Migration
8 3 (9.38%) Continuous Integration
8 3 (9.38%) Data Visualisation
8 3 (9.38%) DevOps
8 3 (9.38%) High Availability
8 3 (9.38%) Open Source
8 3 (9.38%) Unit Testing
9 2 (6.25%) Kanban
9 2 (6.25%) Release Management
9 2 (6.25%) Time Series Analysis
Programming Languages
1 21 (65.63%) Java
2 16 (50.00%) Python
3 13 (40.63%) Scala
4 8 (25.00%) R
5 6 (18.75%) JavaScript
6 5 (15.63%) C#
6 5 (15.63%) PHP
6 5 (15.63%) Ruby
7 4 (12.50%) PowerShell
8 3 (9.38%) Bash Shell
8 3 (9.38%) SQL
9 2 (6.25%) Clojure
9 2 (6.25%) Perl
9 2 (6.25%) VBA
10 1 (3.13%) C
10 1 (3.13%) C++
Qualifications
1 2 (6.25%) PhD
2 1 (3.13%) Degree
System Software
1 6 (18.75%) Apache Flume
2 3 (9.38%) Docker
3 2 (6.25%) Firmware
3 2 (6.25%) Squid
3 2 (6.25%) Virtual Machines
3 2 (6.25%) VirtualBox
4 1 (3.13%) Active Directory
Systems Management
1 5 (15.63%) Puppet
2 4 (12.50%) Oozie
3 3 (9.38%) Ansible
3 3 (9.38%) Nagios
3 3 (9.38%) Nessus
3 3 (9.38%) Opscode Chef
3 3 (9.38%) Rundeck
3 3 (9.38%) Zenoss
4 2 (6.25%) Consul
4 2 (6.25%) Mesos
Vendors
1 4 (12.50%) Oracle
2 3 (9.38%) AppDynamics
2 3 (9.38%) Atlassian
2 3 (9.38%) Cloudera
2 3 (9.38%) Endeca
2 3 (9.38%) Hortonworks
2 3 (9.38%) Qualys
2 3 (9.38%) VMware
2 3 (9.38%) Zend
3 2 (6.25%) Microsoft
3 2 (6.25%) Red Hat
4 1 (3.13%) Facebook
4 1 (3.13%) Google
4 1 (3.13%) PayPal