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 17 January 2017 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
17 Jan 2017
Same period 2016 Same period 2015
Amazon Elastic MapReduce (Amazon EMR)
UK
Rank 535 604 598
Rank change year-on-year
+69 -6
Contract jobs citing Amazon EMR 60 14 14
As % of all contract IT jobs located in the UK 0.13% 0.028% 0.028%
As % of the Cloud Services category 1.07% 0.38% 0.59%
Number of daily rates quoted 44 11 9
Median daily rate £538 £450 £500
Median daily rate % change year-on-year
+19.44% -10.00%
90% offered a daily rate of more than £450 £425 £445
10% offered a daily rate of more than £600 £700 £650
UK excluding London median daily rate £550 - -
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
5606 3650 2380
As % of all contract IT jobs located in the UK 12.52% 7.32% 4.77%
Number of daily rates quoted 3913 2526 1584
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 £325 £310 £300
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £425 £404 £412
% change year-on-year
+5.32% -1.94%
Number of hourly rates quoted 63 56 66
Median hourly rate £18.00 £27.50 £22.50
Median hourly rate % change year-on-year
-34.54% +22.22%
90% offered a hourly rate of more than £11.95 £11.10 £10.35
10% offered a hourly rate of more than £49.30 £100.00 £32.50
UK excluding London median hourly rate £17.00 £27.50 £22.50
% change year-on-year
-38.18% +22.22%

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 17 January 2017.

Amazon EMR Daily Rate Histogram in the UK

Amazon EMR
Top 15 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 17 January 2017. 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 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 +60 60 £538 +19.44% 5
London +42 47 £525 +16.66% 3
North West - 8 £600 - 1
West Midlands - 4 £450 -
Cheshire - 4 £600 -
Manchester - 4 £550 - 1
City of London -5 3 £468 +20.64% 1
Macclesfield - 3 £600 -
Wolverhampton - 3 £450 -
Westminster - 2 - -
Docklands, London - 1 £600 -
Rugby - 1 - -
Warwickshire - 1 - -
West Sussex - 1 - -
South East - 1 - - 1

Amazon EMR
Top 30 Related IT Skills

For the 6 months to 17 January 2017, 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 84 (100.00%) Amazon AWS
2 57 (67.86%) Big Data
3 48 (57.14%) Hadoop
4 45 (53.57%) Amazon EC2
4 45 (53.57%) Python
4 45 (53.57%) Apache Spark
5 44 (52.38%) DevOps
6 41 (48.81%) Opscode Chef
7 37 (44.05%) Amazon S3
8 36 (42.86%) Apache Hive
9 35 (41.67%) Linux
10 34 (40.48%) Scala
10 34 (40.48%) Agile Software Development
11 25 (29.76%) Web Services
12 24 (28.57%) Perl
12 24 (28.57%) ETL
12 24 (28.57%) MapReduce
13 23 (27.38%) Docker
14 22 (26.19%) Ansible
14 22 (26.19%) NoSQL
15 21 (25.00%) Java
15 21 (25.00%) Machine Learning
16 20 (23.81%) Analytics
17 18 (21.43%) Kafka
17 18 (21.43%) AWS Lambda
18 17 (20.24%) Virtual Private Cloud
19 16 (19.05%) Amazon Kinesis
19 16 (19.05%) Amazon Redshift
20 15 (17.86%) Relational Database
20 15 (17.86%) Jenkins

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 45 (53.57%) Apache Spark
2 13 (15.48%) Apache Pig
3 5 (5.95%) Elasticsearch
4 4 (4.76%) Apache
5 1 (1.19%) Confluence
5 1 (1.19%) SAS
Applications
1 2 (2.38%) MS Excel
2 1 (1.19%) SPSS
2 1 (1.19%) Stata
Business Applications
1 2 (2.38%) SAP Oil and Gas
Cloud Services
1 84 (100.00%) Amazon AWS
2 45 (53.57%) Amazon EC2
3 37 (44.05%) Amazon S3
4 18 (21.43%) AWS Lambda
5 17 (20.24%) Virtual Private Cloud
6 16 (19.05%) Amazon Kinesis
7 15 (17.86%) Amazon ELB
7 15 (17.86%) AWS Elastic Beanstalk
8 13 (15.48%) AWS CloudFormation
9 11 (13.10%) Route 53
10 5 (5.95%) Cloud Computing
10 5 (5.95%) Microsoft Azure
11 4 (4.76%) Amazon CloudWatch
11 4 (4.76%) Amazon SQS
11 4 (4.76%) AWS CloudTrail
11 4 (4.76%) AWS Data Pipeline
12 3 (3.57%) Amazon Glacier
12 3 (3.57%) Google Cloud Platform
13 1 (1.19%) SaaS
Communications & Networking
1 4 (4.76%) VPN
Database & Business Intelligence
1 57 (67.86%) Big Data
2 48 (57.14%) Hadoop
3 36 (42.86%) Apache Hive
4 22 (26.19%) NoSQL
5 16 (19.05%) Amazon Redshift
6 15 (17.86%) Relational Database
7 14 (16.67%) HBase
8 10 (11.90%) MongoDB
9 9 (10.71%) Apache Cassandra
9 9 (10.71%) Data Warehouse
10 7 (8.33%) MySQL
10 7 (8.33%) Neo4j
10 7 (8.33%) Pentaho
10 7 (8.33%) RDBMS
11 5 (5.95%) Amazon RDS
11 5 (5.95%) SQL Server
11 5 (5.95%) Sqoop
12 4 (4.76%) BusinessObjects
12 4 (4.76%) DataStage
12 4 (4.76%) OLAP
Development Applications
1 15 (17.86%) Jenkins
2 4 (4.76%) Talend Open Studio
3 1 (1.19%) JIRA
General
1 9 (10.71%) Games
2 7 (8.33%) Finance
3 2 (2.38%) Electronics
3 2 (2.38%) Manufacturing
3 2 (2.38%) Marketing
3 2 (2.38%) Telecoms
4 1 (1.19%) Front Office
4 1 (1.19%) Music Industry
Job Titles
1 24 (28.57%) AWS Engineer
2 21 (25.00%) DevOps Engineer
3 18 (21.43%) AWS DevOps
4 17 (20.24%) Architect
5 15 (17.86%) Developer
6 14 (16.67%) Data Engineer
7 12 (14.29%) Data Architect
8 10 (11.90%) Data Scientist
9 9 (10.71%) Big Data Architect
10 8 (9.52%) Hadoop Architect
11 7 (8.33%) Big Data Developer
11 7 (8.33%) Big Data Engineer
12 6 (7.14%) AWS Architect
13 5 (5.95%) Hadoop Developer
13 5 (5.95%) Solutions Architect
14 4 (4.76%) AWS Developer
15 3 (3.57%) Senior Software Engineer
15 3 (3.57%) Software Developer
15 3 (3.57%) Software Engineer
15 3 (3.57%) Web Engineer
Libraries, Frameworks & Software Standards
1 25 (29.76%) Web Services
2 18 (21.43%) Kafka
3 5 (5.95%) HTML
3 5 (5.95%) Spark Streaming
4 4 (4.76%) boto
4 4 (4.76%) JSON
4 4 (4.76%) YAML
5 3 (3.57%) NumPy
6 2 (2.38%) Django
6 2 (2.38%) Flask
6 2 (2.38%) Pandas
6 2 (2.38%) scikit-learn
6 2 (2.38%) SciPy
6 2 (2.38%) Serverless Framework
7 1 (1.19%) Ionic Framework
7 1 (1.19%) J2EE
7 1 (1.19%) MLlib
7 1 (1.19%) React
7 1 (1.19%) Redux
7 1 (1.19%) SOAP
Miscellaneous
1 15 (17.86%) Algorithms
2 7 (8.33%) Analytical Skills
3 5 (5.95%) Data Integration
3 5 (5.95%) Enterprise Software
3 5 (5.95%) Visualisation
4 4 (4.76%) Data Centre
5 2 (2.38%) Hybrid Cloud
5 2 (2.38%) Smart Energy
6 1 (1.19%) Clustering
6 1 (1.19%) Public Cloud
Operating Systems
1 35 (41.67%) Linux
2 11 (13.10%) Unix
3 9 (10.71%) Windows
4 1 (1.19%) Debian
4 1 (1.19%) Ubuntu
Processes & Methodologies
1 44 (52.38%) DevOps
2 34 (40.48%) Agile Software Development
3 24 (28.57%) ETL
3 24 (28.57%) MapReduce
4 21 (25.00%) Machine Learning
5 20 (23.81%) Analytics
6 13 (15.48%) Business Intelligence
7 11 (13.10%) Change Management
7 11 (13.10%) Continuous Integration
7 11 (13.10%) Load Testing
7 11 (13.10%) Scrum
7 11 (13.10%) TDD
8 10 (11.90%) BDD
9 9 (10.71%) Continuous Delivery
9 9 (10.71%) Microservices
9 9 (10.71%) Software Engineering
10 8 (9.52%) Data Analysis
10 8 (9.52%) Data Engineering
10 8 (9.52%) E-Commerce
10 8 (9.52%) Information Security
Programming Languages
1 45 (53.57%) Python
2 34 (40.48%) Scala
3 24 (28.57%) Perl
4 21 (25.00%) Java
5 15 (17.86%) SQL
6 10 (11.90%) Bash Shell
7 8 (9.52%) Go
8 5 (5.95%) C
9 3 (3.57%) PHP
9 3 (3.57%) R
10 1 (1.19%) JavaScript
10 1 (1.19%) PL/SQL
Qualifications
1 4 (4.76%) AWS Certification
2 1 (1.19%) BC Cleared
2 1 (1.19%) Security Cleared
Quality Assurance & Compliance
1 3 (3.57%) QA
System Software
1 23 (27.38%) Docker
2 12 (14.29%) HDFS
3 4 (4.76%) Active Directory
3 4 (4.76%) Virtual Machines
4 2 (2.38%) Apache ZooKeeper
5 1 (1.19%) Apache Flume
Systems Management
1 41 (48.81%) Opscode Chef
2 22 (26.19%) Ansible
3 14 (16.67%) Puppet
4 7 (8.33%) Hadoop YARN
4 7 (8.33%) Terraform
5 4 (4.76%) Kubernetes
6 2 (2.38%) Salt
7 1 (1.19%) Oozie
Vendors
1 15 (17.86%) Oracle
2 7 (8.33%) Informatica
3 6 (7.14%) MicroStrategy
3 6 (7.14%) SAP
4 5 (5.95%) Tableau
5 4 (4.76%) Ab Initio
5 4 (4.76%) Actian
5 4 (4.76%) ParAccel
5 4 (4.76%) Sybase
5 4 (4.76%) Talend
5 4 (4.76%) Teradata
6 3 (3.57%) Google
6 3 (3.57%) Microsoft
7 2 (2.38%) Salesforce.com
8 1 (1.19%) Cloudera
8 1 (1.19%) Splunk