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 30 September 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
30 Sep 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 611 616 613
Rank change year-on-year
+5 -3
Contract jobs citing Amazon EMR 13 7 5
As % of all contract IT jobs located in England 0.026% 0.013% 0.009%
As % of the Cloud Services category 0.22% 0.21% 0.21%
Number of daily rates quoted 10 2 5
Median daily rate £525 £475 £500
Median daily rate % change year-on-year
+10.52% -5.00%
90% offered a daily rate of more than £479 £475 £445
10% offered a daily rate of more than £638 £475 £625
UK excluding London median daily rate £575 £413 -
% change year-on-year
+39.39% -
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
5822 3292 2426
As % of all contract IT jobs located in England 11.76% 6.25% 4.58%
Number of daily rates quoted 4000 2211 1563
Median daily rate £475 £425 £425
Median daily rate % change year-on-year
+11.76% -
90% offered a daily rate of more than £313 £275 £300
10% offered a daily rate of more than £600 £590 £570
UK excluding London median daily rate £435 £405 £400
% change year-on-year
+7.40% +1.25%
Number of hourly rates quoted 91 55 49
Median hourly rate £19.92 £23.00 £23.00
Median hourly rate % change year-on-year
-13.39% -
90% offered a hourly rate of more than £13.00 £12.50 £13.70
10% offered a hourly rate of more than £59.31 £37.09 £41.50
UK excluding London median hourly rate £17.75 £25.00 £20.00
% change year-on-year
-29.00% +25.00%

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 30 September 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 30 September 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 +21 6 £525 +10.52% 6
South East - 5 £575 -
North West +11 2 £538 +13.15%
Amazon EMR
UK

Amazon EMR
Top 30 Related IT Skills in England

For the 6 months to 30 September 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 31 (100.00%) Amazon AWS
2 24 (77.42%) Hadoop
3 22 (70.97%) Big Data
4 20 (64.52%) MapReduce
5 19 (61.29%) Apache Spark
6 18 (58.06%) Apache Hive
6 18 (58.06%) Java
7 13 (41.94%) Python
8 12 (38.71%) Linux
9 11 (35.48%) Scala
9 11 (35.48%) Analytics
9 11 (35.48%) Apache Pig
10 9 (29.03%) Amazon S3
11 8 (25.81%) Agile Software Development
11 8 (25.81%) ETL
11 8 (25.81%) Oracle
11 8 (25.81%) MongoDB
12 7 (22.58%) HBase
12 7 (22.58%) Amazon EC2
12 7 (22.58%) SQL
12 7 (22.58%) Jenkins
12 7 (22.58%) AWS Lambda
13 6 (19.35%) Amazon RDS
13 6 (19.35%) Data Analytics
13 6 (19.35%) Amazon Kinesis
13 6 (19.35%) DevOps
13 6 (19.35%) JavaScript
13 6 (19.35%) Perl
13 6 (19.35%) MySQL
13 6 (19.35%) Windows

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 19 (61.29%) Apache Spark
2 11 (35.48%) Apache Pig
3 4 (12.90%) SAS
4 3 (9.68%) Confluence
4 3 (9.68%) Elasticsearch
4 3 (9.68%) WebLogic
5 2 (6.45%) Oracle Service Bus
6 1 (3.23%) Apache
6 1 (3.23%) Jetty
Applications
1 1 (3.23%) SPSS
Cloud Services
1 31 (100.00%) Amazon AWS
2 9 (29.03%) Amazon S3
3 7 (22.58%) Amazon EC2
3 7 (22.58%) AWS Lambda
4 6 (19.35%) Amazon Kinesis
5 5 (16.13%) Route 53
6 4 (12.90%) AWS CloudFormation
6 4 (12.90%) GitHub
6 4 (12.90%) Virtual Private Cloud
7 3 (9.68%) Amazon CloudWatch
7 3 (9.68%) AWS CloudTrail
7 3 (9.68%) Cloud Computing
8 2 (6.45%) Amazon ElastiCache
8 2 (6.45%) Amazon SQS
8 2 (6.45%) CloudFront
8 2 (6.45%) Microsoft Azure
9 1 (3.23%) AWS Data Pipeline
Communications & Networking
1 3 (9.68%) OpenVPN
2 2 (6.45%) Internet
2 2 (6.45%) TCP/IP
Database & Business Intelligence
1 24 (77.42%) Hadoop
2 22 (70.97%) Big Data
3 18 (58.06%) Apache Hive
4 8 (25.81%) MongoDB
5 7 (22.58%) HBase
6 6 (19.35%) Amazon RDS
6 6 (19.35%) Apache Cassandra
6 6 (19.35%) MySQL
7 5 (16.13%) SQL Server
8 4 (12.90%) Amazon DynamoDB
8 4 (12.90%) NoSQL
8 4 (12.90%) Pentaho
8 4 (12.90%) PostgreSQL
9 3 (9.68%) Amazon Redshift
9 3 (9.68%) Data Mining
9 3 (9.68%) DataStax
9 3 (9.68%) OLAP
9 3 (9.68%) Oracle ODI
9 3 (9.68%) Redis
9 3 (9.68%) SAS Enterprise Miner
Development Applications
1 7 (22.58%) Jenkins
2 3 (9.68%) Atlassian Bamboo
2 3 (9.68%) GitLab
2 3 (9.68%) JIRA
3 2 (6.45%) Hudson
3 2 (6.45%) Subversion
3 2 (6.45%) TeamCity
4 1 (3.23%) Git (software)
4 1 (3.23%) Maven
4 1 (3.23%) Talend Open Studio
General
1 2 (6.45%) Finance
1 2 (6.45%) Retail
2 1 (3.23%) Front Office
2 1 (3.23%) Music Industry
Job Titles
1 18 (58.06%) Developer
2 10 (32.26%) Big Data Developer
3 9 (29.03%) Architect
3 9 (29.03%) Hadoop Developer
4 6 (19.35%) Data Architect
5 4 (12.90%) Apache Spark Developer
6 3 (9.68%) AWS Architect
6 3 (9.68%) AWS Developer
6 3 (9.68%) Big Data Architect
6 3 (9.68%) Hadoop Architect
6 3 (9.68%) Java Developer
6 3 (9.68%) Java Hadoop Developer
6 3 (9.68%) Senior Developer
7 2 (6.45%) Cloud Developer
7 2 (6.45%) Consultant
7 2 (6.45%) Data Consultant
7 2 (6.45%) DevOps Engineer
7 2 (6.45%) Scala Developer
7 2 (6.45%) Software Developer
7 2 (6.45%) Technical Architect
Libraries, Frameworks & Software Standards
1 5 (16.13%) Web Services
2 3 (9.68%) Spark Streaming
3 2 (6.45%) Ajax
3 2 (6.45%) AngularJS
3 2 (6.45%) jQuery
3 2 (6.45%) Kafka
3 2 (6.45%) RabbitMQ
3 2 (6.45%) SOAP
4 1 (3.23%) Akka
4 1 (3.23%) Apache Avro
4 1 (3.23%) Apache Camel
4 1 (3.23%) Express
4 1 (3.23%) HTML
4 1 (3.23%) Ionic Framework
4 1 (3.23%) J2EE
4 1 (3.23%) Memcached
4 1 (3.23%) MLlib
4 1 (3.23%) Node.js
4 1 (3.23%) React
4 1 (3.23%) Twitter Bootstrap
Miscellaneous
1 3 (9.68%) Data Centre
1 3 (9.68%) Data Integration
1 3 (9.68%) Visualisation
2 2 (6.45%) Clustering
2 2 (6.45%) Internet of Things
3 1 (3.23%) Analytical Skills
3 1 (3.23%) Enterprise Software
3 1 (3.23%) Public Cloud
Operating Systems
1 12 (38.71%) Linux
2 6 (19.35%) Windows
3 4 (12.90%) CentOS
4 3 (9.68%) Red Hat Enterprise Linux
4 3 (9.68%) Unix
4 3 (9.68%) Windows Server 2008
4 3 (9.68%) Windows Server 2012
5 2 (6.45%) Debian
5 2 (6.45%) Fedora
Processes & Methodologies
1 20 (64.52%) MapReduce
2 11 (35.48%) Analytics
3 8 (25.81%) Agile Software Development
3 8 (25.81%) ETL
4 6 (19.35%) Data Analytics
4 6 (19.35%) DevOps
5 5 (16.13%) Data Analysis
5 5 (16.13%) Predictive Analytics
6 4 (12.90%) Business Intelligence
6 4 (12.90%) Configuration Management
6 4 (12.90%) E-Commerce
6 4 (12.90%) Open Source
7 3 (9.68%) Continuous Integration
7 3 (9.68%) Data Visualisation
8 2 (6.45%) Big Data Analytics
8 2 (6.45%) Cluster Analysis
8 2 (6.45%) Continuous Improvement
8 2 (6.45%) High Availability
8 2 (6.45%) Release Management
8 2 (6.45%) Unit Testing
Programming Languages
1 18 (58.06%) Java
2 13 (41.94%) Python
3 11 (35.48%) Scala
4 7 (22.58%) SQL
5 6 (19.35%) JavaScript
5 6 (19.35%) Perl
5 6 (19.35%) R
6 5 (16.13%) PHP
6 5 (16.13%) Ruby
7 4 (12.90%) C
8 3 (9.68%) PowerShell
9 2 (6.45%) C#
10 1 (3.23%) PL/SQL
Qualifications
1 1 (3.23%) BC Cleared
1 1 (3.23%) Security Cleared
System Software
1 4 (12.90%) Apache Flume
2 2 (6.45%) Docker
2 2 (6.45%) Firmware
2 2 (6.45%) HDFS
2 2 (6.45%) Squid
3 1 (3.23%) Apache ZooKeeper
Systems Management
1 5 (16.13%) Opscode Chef
1 5 (16.13%) Puppet
2 4 (12.90%) Oozie
3 3 (9.68%) Ansible
3 3 (9.68%) Nessus
3 3 (9.68%) Rundeck
4 2 (6.45%) Nagios
4 2 (6.45%) Zenoss
Vendors
1 8 (25.81%) Oracle
2 3 (9.68%) Ab Initio
2 3 (9.68%) Actian
2 3 (9.68%) AppDynamics
2 3 (9.68%) Atlassian
2 3 (9.68%) Cloudera
2 3 (9.68%) Endeca
2 3 (9.68%) Hortonworks
2 3 (9.68%) Informatica
2 3 (9.68%) Microsoft
2 3 (9.68%) MicroStrategy
2 3 (9.68%) ParAccel
2 3 (9.68%) Qualys
2 3 (9.68%) SAP
2 3 (9.68%) Sybase
2 3 (9.68%) Teradata
3 2 (6.45%) Red Hat
3 2 (6.45%) VMware
3 2 (6.45%) Zend
4 1 (3.23%) Rackspace
London
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Hydrogen Group
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