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 11 December 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
11 Dec 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 551 617 606
Rank change year-on-year
+66 -11
Contract jobs citing Amazon EMR 53 13 13
As % of all contract IT jobs located in England 0.12% 0.026% 0.025%
As % of the Cloud Services category 0.93% 0.36% 0.52%
Number of daily rates quoted 37 10 8
Median daily rate £525 £450 £475
Median daily rate % change year-on-year
+16.66% -5.26%
90% offered a daily rate of more than £438 £417 £443
10% offered a daily rate of more than £585 £700 £556
UK excluding London median daily rate £550 - £450
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
5673 3578 2480
As % of all contract IT jobs located in England 12.37% 7.11% 4.82%
Number of daily rates quoted 3892 2495 1687
Median daily rate £475 £450 £438
Median daily rate % change year-on-year
+5.55% +2.85%
90% offered a daily rate of more than £315 £310 £300
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £440 £421 £413
% change year-on-year
+4.45% +2.12%
Number of hourly rates quoted 91 55 56
Median hourly rate £19.00 £22.00 £22.50
Median hourly rate % change year-on-year
-13.63% -2.22%
90% offered a hourly rate of more than £12.10 £10.85 £10.10
10% offered a hourly rate of more than £52.10 £73.75 £34.00
UK excluding London median hourly rate £16.50 £27.50 £20.75
% change year-on-year
-40.00% +32.53%

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 11 December 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 11 December 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 +34 36 £525 +16.66% 8
North West - 10 £575 - 2
West Midlands - 4 £450 -
South East - 3 - - 1
Amazon EMR
UK

Amazon EMR
Top 30 Related IT Skills in England

For the 6 months to 11 December 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 63 (100.00%) Amazon AWS
2 38 (60.32%) Big Data
3 34 (53.97%) Opscode Chef
3 34 (53.97%) Amazon EC2
4 31 (49.21%) Apache Spark
5 30 (47.62%) Hadoop
6 29 (46.03%) DevOps
7 27 (42.86%) Scala
7 27 (42.86%) Agile Software Development
7 27 (42.86%) Python
8 25 (39.68%) Linux
9 24 (38.10%) Amazon S3
10 23 (36.51%) Web Services
11 22 (34.92%) ETL
12 20 (31.75%) Apache Hive
12 20 (31.75%) MapReduce
13 19 (30.16%) Docker
13 19 (30.16%) Java
14 17 (26.98%) Analytics
15 15 (23.81%) Perl
15 15 (23.81%) Jenkins
15 15 (23.81%) Virtual Private Cloud
16 14 (22.22%) Amazon ELB
16 14 (22.22%) AWS Elastic Beanstalk
16 14 (22.22%) AWS Lambda
16 14 (22.22%) SQL
17 13 (20.63%) AWS CloudFormation
17 13 (20.63%) Amazon Kinesis
17 13 (20.63%) Amazon Redshift
17 13 (20.63%) Ansible

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 31 (49.21%) Apache Spark
2 9 (14.29%) Apache Pig
3 5 (7.94%) Apache
3 5 (7.94%) Elasticsearch
4 2 (3.17%) SAS
5 1 (1.59%) Confluence
Applications
1 2 (3.17%) SPSS
2 1 (1.59%) MS Excel
2 1 (1.59%) Stata
Business Applications
1 2 (3.17%) SAP Oil and Gas
Cloud Services
1 63 (100.00%) Amazon AWS
2 34 (53.97%) Amazon EC2
3 24 (38.10%) Amazon S3
4 15 (23.81%) Virtual Private Cloud
5 14 (22.22%) Amazon ELB
5 14 (22.22%) AWS Elastic Beanstalk
5 14 (22.22%) AWS Lambda
6 13 (20.63%) Amazon Kinesis
6 13 (20.63%) AWS CloudFormation
7 10 (15.87%) Route 53
8 7 (11.11%) Microsoft Azure
9 6 (9.52%) Cloud Computing
10 4 (6.35%) Amazon CloudWatch
10 4 (6.35%) Amazon SQS
10 4 (6.35%) AWS CloudTrail
11 3 (4.76%) Amazon Glacier
11 3 (4.76%) Google Cloud Platform
12 2 (3.17%) AWS Data Pipeline
Communications & Networking
1 4 (6.35%) VPN
Database & Business Intelligence
1 38 (60.32%) Big Data
2 30 (47.62%) Hadoop
3 20 (31.75%) Apache Hive
4 13 (20.63%) Amazon Redshift
5 11 (17.46%) MongoDB
5 11 (17.46%) NoSQL
6 8 (12.70%) HBase
6 8 (12.70%) Relational Database
7 7 (11.11%) Pentaho
8 5 (7.94%) Amazon RDS
8 5 (7.94%) SQL Server
8 5 (7.94%) Sqoop
9 4 (6.35%) Apache Cassandra
10 3 (4.76%) BusinessObjects
10 3 (4.76%) Data Warehouse
10 3 (4.76%) DataStage
10 3 (4.76%) OLAP
10 3 (4.76%) Oracle OLAP
10 3 (4.76%) QlikView
10 3 (4.76%) SQL Server Integration Services
Development Applications
1 15 (23.81%) Jenkins
2 4 (6.35%) Talend Open Studio
3 1 (1.59%) Git (software)
3 1 (1.59%) JIRA
General
1 8 (12.70%) Games
2 7 (11.11%) Finance
3 2 (3.17%) Electronics
3 2 (3.17%) Manufacturing
3 2 (3.17%) Marketing
3 2 (3.17%) Telecoms
4 1 (1.59%) Front Office
4 1 (1.59%) Music Industry
Job Titles
1 16 (25.40%) Architect
1 16 (25.40%) AWS Engineer
2 14 (22.22%) DevOps Engineer
3 13 (20.63%) Developer
4 11 (17.46%) AWS DevOps
4 11 (17.46%) Data Architect
5 9 (14.29%) Data Scientist
6 8 (12.70%) Big Data Architect
7 7 (11.11%) Hadoop Architect
8 6 (9.52%) Big Data Developer
9 5 (7.94%) AWS Architect
9 5 (7.94%) Hadoop Developer
9 5 (7.94%) Solutions Architect
10 4 (6.35%) Big Data Engineer
10 4 (6.35%) Data Engineer
11 3 (4.76%) Scala Developer
11 3 (4.76%) Senior Software Engineer
11 3 (4.76%) Software Developer
11 3 (4.76%) Software Engineer
11 3 (4.76%) Web Engineer
Libraries, Frameworks & Software Standards
1 23 (36.51%) Web Services
2 5 (7.94%) HTML
2 5 (7.94%) Kafka
2 5 (7.94%) Spark Streaming
3 4 (6.35%) boto
3 4 (6.35%) JSON
3 4 (6.35%) YAML
4 2 (3.17%) AngularJS
4 2 (3.17%) Serverless Framework
5 1 (1.59%) Akka
5 1 (1.59%) Apache Avro
5 1 (1.59%) Apache Camel
5 1 (1.59%) Express
5 1 (1.59%) GraphX
5 1 (1.59%) Ionic Framework
5 1 (1.59%) MLlib
5 1 (1.59%) React
5 1 (1.59%) Redux
5 1 (1.59%) RxJS
5 1 (1.59%) Twitter Bootstrap
Miscellaneous
1 6 (9.52%) Algorithms
2 5 (7.94%) Analytical Skills
2 5 (7.94%) Enterprise Software
3 4 (6.35%) Data Integration
4 3 (4.76%) Data Centre
4 3 (4.76%) Visualisation
5 2 (3.17%) Clustering
5 2 (3.17%) Hybrid Cloud
6 1 (1.59%) Public Cloud
Operating Systems
1 25 (39.68%) Linux
2 10 (15.87%) Unix
3 8 (12.70%) Windows
4 1 (1.59%) Debian
4 1 (1.59%) Ubuntu
Processes & Methodologies
1 29 (46.03%) DevOps
2 27 (42.86%) Agile Software Development
3 22 (34.92%) ETL
4 20 (31.75%) MapReduce
5 17 (26.98%) Analytics
6 11 (17.46%) Business Intelligence
6 11 (17.46%) Machine Learning
7 10 (15.87%) Change Management
7 10 (15.87%) Continuous Integration
7 10 (15.87%) Load Testing
7 10 (15.87%) Scrum
7 10 (15.87%) TDD
8 9 (14.29%) BDD
9 7 (11.11%) Information Security
10 6 (9.52%) Open Source
11 5 (7.94%) Anomaly Detection
11 5 (7.94%) OO
11 5 (7.94%) Predictive Analytics
12 4 (6.35%) Automated Testing
12 4 (6.35%) Continuous Improvement
Programming Languages
1 27 (42.86%) Python
1 27 (42.86%) Scala
2 19 (30.16%) Java
3 15 (23.81%) Perl
4 14 (22.22%) SQL
5 8 (12.70%) Go
6 5 (7.94%) R
7 4 (6.35%) Bash Shell
7 4 (6.35%) C
7 4 (6.35%) PHP
8 1 (1.59%) JavaScript
8 1 (1.59%) PL/SQL
Qualifications
1 4 (6.35%) AWS Certification
2 1 (1.59%) BC Cleared
2 1 (1.59%) Security Cleared
Quality Assurance & Compliance
1 3 (4.76%) QA
System Software
1 19 (30.16%) Docker
2 4 (6.35%) Active Directory
2 4 (6.35%) HDFS
2 4 (6.35%) Virtual Machines
3 2 (3.17%) Apache Flume
3 2 (3.17%) Apache ZooKeeper
Systems Management
1 34 (53.97%) Opscode Chef
2 13 (20.63%) Ansible
3 6 (9.52%) Puppet
4 4 (6.35%) Kubernetes
5 2 (3.17%) Salt
6 1 (1.59%) Oozie
Vendors
1 7 (11.11%) Oracle
2 6 (9.52%) Informatica
3 5 (7.94%) SAP
4 4 (6.35%) Talend
5 3 (4.76%) Ab Initio
5 3 (4.76%) Actian
5 3 (4.76%) Google
5 3 (4.76%) Microsoft
5 3 (4.76%) MicroStrategy
5 3 (4.76%) ParAccel
5 3 (4.76%) Sybase
5 3 (4.76%) Tableau
5 3 (4.76%) Teradata
6 2 (3.17%) Salesforce.com
7 1 (1.59%) Cloudera
7 1 (1.59%) Rackspace
7 1 (1.59%) Splunk
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