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 3 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
3 May 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 625 618 624
Rank change year-on-year
-7 +6
Contract jobs citing Amazon EMR 22 22 6
As % of all contract IT jobs located in the UK 0.040% 0.039% 0.011%
As % of the Cloud Services category 0.46% 0.77% 0.31%
Number of daily rates quoted 14 17 4
Median daily rate £515 £400 £613
Median daily rate % change year-on-year
+28.75% -34.69%
90% offered a daily rate of more than £500 £400 £565
10% offered a daily rate of more than £610 £630 £678
UK excluding London median daily rate - £400 -
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
4766 2875 1937
As % of all contract IT jobs located in the UK 8.57% 5.15% 3.50%
Number of daily rates quoted 3272 1817 1234
Median daily rate £450 £413 £413
Median daily rate % change year-on-year
+9.09% -
90% offered a daily rate of more than £325 £275 £300
10% offered a daily rate of more than £600 £590 £525
UK excluding London median daily rate £435 £400 £400
% change year-on-year
+8.75% -
Number of hourly rates quoted 85 103 35
Median hourly rate £22.50 £26.00 £16.25
Median hourly rate % change year-on-year
-13.46% +60.00%
90% offered a hourly rate of more than £14.10 £15.00 £9.10
10% offered a hourly rate of more than £44.60 £40.00 £32.00
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

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 3 May 2016.

Amazon EMR Daily Rate Histogram in the UK

Amazon EMR
Top 8 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 3 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
England -8 22 £515 +21.17% 4
London -12 17 £515 +28.75% 2
City of London - 6 £538 -
East of England - 3 - -
Cambridgeshire - 3 - -
South East -5 2 - - 2
Surrey - 2 - - 2
Guildford - 1 - -

Amazon EMR
Top 30 Related IT Skills

For the 6 months to 3 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 with a requirement for Amazon EMR.

1 22 (84.62%) Amazon AWS
2 20 (76.92%) Big Data
3 15 (57.69%) Hadoop
3 15 (57.69%) MapReduce
3 15 (57.69%) Java
4 12 (46.15%) Apache Hive
5 11 (42.31%) Analytics
5 11 (42.31%) Apache Pig
5 11 (42.31%) Python
6 10 (38.46%) Apache Spark
7 8 (30.77%) Scala
8 7 (26.92%) R
8 7 (26.92%) Data Analytics
8 7 (26.92%) ETL
9 6 (23.08%) Apache Flume
9 6 (23.08%) Amazon EC2
9 6 (23.08%) Amazon S3
10 5 (19.23%) NoSQL
10 5 (19.23%) Big Data Analytics
10 5 (19.23%) C#
10 5 (19.23%) Web Services
10 5 (19.23%) E-Commerce
10 5 (19.23%) Functional Programming
11 4 (15.38%) Finance
11 4 (15.38%) Migration
11 4 (15.38%) Data Analysis
11 4 (15.38%) Configuration Management
11 4 (15.38%) Route 53
11 4 (15.38%) Amazon RDS
11 4 (15.38%) MongoDB

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 11 (42.31%) Apache Pig
2 10 (38.46%) Apache Spark
3 1 (3.85%) Elasticsearch
Cloud Services
1 22 (84.62%) Amazon AWS
2 6 (23.08%) Amazon EC2
2 6 (23.08%) Amazon S3
3 4 (15.38%) Route 53
4 3 (11.54%) Amazon ELB
4 3 (11.54%) AWS CloudFormation
4 3 (11.54%) AWS CloudTrail
4 3 (11.54%) AWS Elastic Beanstalk
4 3 (11.54%) Cloud Computing
5 2 (7.69%) Amazon Kinesis
6 1 (3.85%) Amazon ElastiCache
6 1 (3.85%) Amazon SQS
6 1 (3.85%) CloudFront
6 1 (3.85%) Google App Engine
6 1 (3.85%) Google Cloud Platform
6 1 (3.85%) PaaS
6 1 (3.85%) Virtual Private Cloud
Communications & Networking
1 2 (7.69%) DNS
1 2 (7.69%) Internet
2 1 (3.85%) TCP/IP
Database & Business Intelligence
1 20 (76.92%) Big Data
2 15 (57.69%) Hadoop
3 12 (46.15%) Apache Hive
4 5 (19.23%) NoSQL
5 4 (15.38%) Amazon RDS
5 4 (15.38%) Apache Cassandra
5 4 (15.38%) MongoDB
6 3 (11.54%) Data Warehouse
6 3 (11.54%) Neo4j
6 3 (11.54%) Pentaho
6 3 (11.54%) RDBMS
6 3 (11.54%) Relational Database
7 2 (7.69%) Amazon Redshift
7 2 (7.69%) Impala
7 2 (7.69%) Mahout
7 2 (7.69%) PostgreSQL
8 1 (3.85%) Amazon DynamoDB
8 1 (3.85%) Couchbase
8 1 (3.85%) HBase
8 1 (3.85%) Redis
Development Applications
1 3 (11.54%) Talend Open Studio
2 2 (7.69%) Vagrant
2 2 (7.69%) Yeoman
3 1 (3.85%) Artifactory
3 1 (3.85%) Hudson
3 1 (3.85%) Jenkins
3 1 (3.85%) Maven
3 1 (3.85%) Subversion
3 1 (3.85%) TeamCity
General
1 4 (15.38%) Finance
2 2 (7.69%) Banking
3 1 (3.85%) Games
3 1 (3.85%) Retail
Job Titles
1 13 (50.00%) Developer
2 9 (34.62%) Architect
3 8 (30.77%) Hadoop Developer
4 6 (23.08%) Big Data Developer
5 5 (19.23%) Data Architect
6 4 (15.38%) AWS Architect
7 3 (11.54%) Apache Spark Developer
7 3 (11.54%) Cloud Architect
7 3 (11.54%) Hadoop Architect
7 3 (11.54%) Technical Architect
8 2 (7.69%) Big Data Architect
8 2 (7.69%) Cloud Developer
8 2 (7.69%) Data Scientist
8 2 (7.69%) Scala Developer
9 1 (3.85%) AWS Developer
9 1 (3.85%) Big Data Engineer
9 1 (3.85%) Data Engineer
9 1 (3.85%) DevOps Engineer
9 1 (3.85%) Senior Hadoop Architect
9 1 (3.85%) Senior Hadoop Developer
Libraries, Frameworks & Software Standards
1 5 (19.23%) Web Services
2 3 (11.54%) .NET
2 3 (11.54%) Java EE
2 3 (11.54%) Kafka
3 2 (7.69%) Akka
3 2 (7.69%) Cascalog
3 2 (7.69%) D3.js
3 2 (7.69%) Natural Language Processing
3 2 (7.69%) Pandas
3 2 (7.69%) scikit-learn
3 2 (7.69%) SciPy
4 1 (3.85%) Ajax
4 1 (3.85%) jQuery
4 1 (3.85%) Open Graph
4 1 (3.85%) RabbitMQ
4 1 (3.85%) SOAP
Miscellaneous
1 3 (11.54%) Client/Server
1 3 (11.54%) Visualisation
2 2 (7.69%) Algorithms
2 2 (7.69%) Social Network
3 1 (3.85%) Computer Science
3 1 (3.85%) Digital Media
Operating Systems
1 3 (11.54%) Linux
2 2 (7.69%) CentOS
3 1 (3.85%) Debian
3 1 (3.85%) Fedora
3 1 (3.85%) Windows
3 1 (3.85%) Windows Server
Processes & Methodologies
1 15 (57.69%) MapReduce
2 11 (42.31%) Analytics
3 7 (26.92%) Data Analytics
3 7 (26.92%) ETL
4 5 (19.23%) Big Data Analytics
4 5 (19.23%) E-Commerce
4 5 (19.23%) Functional Programming
5 4 (15.38%) Configuration Management
5 4 (15.38%) Data Analysis
5 4 (15.38%) Migration
6 3 (11.54%) Data Modelling
6 3 (11.54%) Data Visualisation
6 3 (11.54%) Mentoring
6 3 (11.54%) Requirements Engineering
7 2 (7.69%) Agile Software Development
7 2 (7.69%) Machine Learning
7 2 (7.69%) Statistical Analysis
7 2 (7.69%) Time Series Analysis
7 2 (7.69%) Unit Testing
8 1 (3.85%) Release Management
Programming Languages
1 15 (57.69%) Java
2 11 (42.31%) Python
3 8 (30.77%) Scala
4 7 (26.92%) R
5 5 (19.23%) C#
6 3 (11.54%) Bash Shell
7 2 (7.69%) Clojure
7 2 (7.69%) PHP
7 2 (7.69%) SQL
7 2 (7.69%) VBA
8 1 (3.85%) C
8 1 (3.85%) C++
8 1 (3.85%) JavaScript
8 1 (3.85%) Perl
8 1 (3.85%) PowerShell
8 1 (3.85%) Ruby
Qualifications
1 3 (11.54%) SC Cleared
1 3 (11.54%) Security Cleared
2 2 (7.69%) PhD
3 1 (3.85%) Degree
System Software
1 6 (23.08%) Apache Flume
2 2 (7.69%) Docker
2 2 (7.69%) VirtualBox
3 1 (3.85%) Active Directory
Systems Management
1 2 (7.69%) Mesos
2 1 (3.85%) Ansible
2 1 (3.85%) Nagios
2 1 (3.85%) Oozie
2 1 (3.85%) Opscode Chef
2 1 (3.85%) Puppet
2 1 (3.85%) Zenoss
Vendors
1 3 (11.54%) Cloudera
1 3 (11.54%) Informatica
1 3 (11.54%) Talend
2 2 (7.69%) Microsoft
3 1 (3.85%) Facebook
3 1 (3.85%) Google
3 1 (3.85%) PayPal
3 1 (3.85%) Red Hat
3 1 (3.85%) VMware
3 1 (3.85%) Zend
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