The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Amazon EMR skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon EMR over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Elastic MapReduce (Amazon EMR)
England / London
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 393 420 -
Rank change year-on-year +27 -  
Contract jobs citing Amazon EMR 19 8 0
As % of all contract IT jobs advertised in London 0.093% 0.037% -
As % of the Cloud Services category 0.60% 0.30% -
Number of daily rates quoted 15 8 0
Median daily rate £500 £505 -
Median daily rate % change year-on-year -0.99% -  
UK excluding London median daily rate £525 £413 £500
% change year-on-year +27.19% -17.45%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Amazon EMR is in the cloud computing skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for cloud computing skills.

Contract Cloud Computing Skills
London
Contract job vacancies with a requirement for cloud computing skills 3166 2653 1740
As % of all contract IT job vacancies advertised in London 15.49% 12.24% 7.44%
Number of daily rates quoted 2259 1972 1191
Median daily rate £500 £475 £425
Median daily rate % change year-on-year +5.26% +11.76%  
90% offered a daily rate of more than £325 £330 £275
10% offered a daily rate of more than £616 £615 £588
UK excluding London median daily rate £450 £450 £400
% change year-on-year - +12.50%  
Number of hourly rates quoted 29 27 25
Median hourly rate £22.62 £22.00 £35.00
Median hourly rate % change year-on-year +2.81% -37.14%  
90% offered a hourly rate of more than £12.50 £13.66 £17.10
10% offered a hourly rate of more than £122.50 £44.45 £40.00
UK excluding London median hourly rate £29.00 £16.14 £27.50
% change year-on-year +79.64% -41.30%  

Amazon EMR
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Amazon EMR as a proportion of all contract or permanent IT jobs with a match in the Cloud Services category.

Job vacancy trend for Amazon EMR in London

Amazon EMR
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Amazon EMR in London

Amazon EMR
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Amazon EMR in London over the 3 months to 24 June 2017.

Contractor daily rate histogram for Amazon EMR in London

Amazon EMR
Contract Job Locations in London

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 London region over the 3 months to 24 June 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
West End of London - 1 £500 -
Amazon EMR
England

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

1 54 (100.00%) Amazon AWS
2 45 (83.33%) Python
3 40 (74.07%) DevOps
4 37 (68.52%) Hadoop
5 35 (64.81%) Big Data
6 33 (61.11%) Apache Hive
7 32 (59.26%) Linux
8 29 (53.70%) Kafka
9 24 (44.44%) Amazon S3
10 20 (37.04%) Perl
11 19 (35.19%) Scala
11 19 (35.19%) Bash Shell
11 19 (35.19%) Ansible
12 18 (33.33%) Apache Spark
13 17 (31.48%) NoSQL
13 17 (31.48%) Amazon EC2
13 17 (31.48%) Java
13 17 (31.48%) Oracle
14 16 (29.63%) Agile Software Development
14 16 (29.63%) Relational Database
14 16 (29.63%) Microservices
15 15 (27.78%) Docker
15 15 (27.78%) Algorithms
15 15 (27.78%) Data Warehouse
15 15 (27.78%) Machine Learning
16 14 (25.93%) Opscode Chef
17 13 (24.07%) Terraform
17 13 (24.07%) Apache Cassandra
17 13 (24.07%) E-Commerce
17 13 (24.07%) RDBMS

Amazon EMR
Co-occurring IT Skills in London 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 18 (33.33%) Apache Spark
2 4 (7.41%) Apache Airflow
2 4 (7.41%) Apache Pig
2 4 (7.41%) Luigi
3 3 (5.56%) Apache
3 3 (5.56%) Oracle SOA Suite
4 2 (3.70%) Confluence
4 2 (3.70%) Elasticsearch
4 2 (3.70%) SharePoint
5 1 (1.85%) Apache Solr
5 1 (1.85%) SAS
Applications
1 1 (1.85%) SPSS
Cloud Services
1 54 (100.00%) Amazon AWS
2 24 (44.44%) Amazon S3
3 17 (31.48%) Amazon EC2
4 12 (22.22%) Virtual Private Cloud
5 10 (18.52%) Amazon Kinesis
6 9 (16.67%) AWS Lambda
7 3 (5.56%) Amazon ELB
7 3 (5.56%) AWS Elastic Beanstalk
7 3 (5.56%) Route 53
8 2 (3.70%) AWS Data Pipeline
8 2 (3.70%) Cloud Computing
8 2 (3.70%) Datadog
8 2 (3.70%) Google Cloud Platform
9 1 (1.85%) Amazon CloudSearch
9 1 (1.85%) Amazon CloudWatch
9 1 (1.85%) Amazon SQS
9 1 (1.85%) BIME
9 1 (1.85%) CloudFront
9 1 (1.85%) SaaS
Database & Business Intelligence
1 37 (68.52%) Hadoop
2 35 (64.81%) Big Data
3 33 (61.11%) Apache Hive
4 17 (31.48%) NoSQL
5 16 (29.63%) Relational Database
6 15 (27.78%) Data Warehouse
7 13 (24.07%) Apache Cassandra
7 13 (24.07%) MySQL
7 13 (24.07%) RDBMS
8 11 (20.37%) HBase
8 11 (20.37%) Neo4j
8 11 (20.37%) SQL Server
9 10 (18.52%) Amazon Redshift
10 8 (14.81%) Amazon RDS
10 8 (14.81%) PostgreSQL
11 6 (11.11%) Amazon DynamoDB
12 5 (9.26%) MongoDB
13 3 (5.56%) Sqoop
14 2 (3.70%) Impala
14 2 (3.70%) Yellowfin
Development Applications
1 7 (12.96%) Jenkins
2 2 (3.70%) Bitbucket
2 2 (3.70%) Git (software)
2 2 (3.70%) JIRA
3 1 (1.85%) git-flow
3 1 (1.85%) Talend Open Studio
General
1 5 (9.26%) Finance
2 4 (7.41%) Banking
3 3 (5.56%) Games
4 1 (1.85%) Advertising
4 1 (1.85%) Legal
4 1 (1.85%) Marketing
Job Titles
1 25 (46.30%) AWS Engineer
2 21 (38.89%) DevOps Engineer
3 20 (37.04%) AWS DevOps
4 19 (35.19%) AWS DevOps Engineer
5 12 (22.22%) Data Engineer
6 10 (18.52%) DevOps Specialist
7 7 (12.96%) Cloud Engineer
8 6 (11.11%) Developer
9 5 (9.26%) Architect
10 4 (7.41%) Big Data Engineer
11 3 (5.56%) Big Data Architect
11 3 (5.56%) Data Architect
11 3 (5.56%) Hadoop Architect
11 3 (5.56%) Hadoop Developer
11 3 (5.56%) Java Developer
12 2 (3.70%) Big Data Developer
12 2 (3.70%) Broadcast Engineer
12 2 (3.70%) DBA
12 2 (3.70%) Scala Developer
12 2 (3.70%) Solutions Architect
Libraries, Frameworks & Software Standards
1 29 (53.70%) Kafka
2 11 (20.37%) Web Services
3 6 (11.11%) .NET
4 3 (5.56%) Node.js
5 2 (3.70%) Samza
6 1 (1.85%) AngularJS
6 1 (1.85%) Apache Avro
6 1 (1.85%) JSON
6 1 (1.85%) Lucene
6 1 (1.85%) Middleware
6 1 (1.85%) REST
6 1 (1.85%) RESTful
6 1 (1.85%) SOAP
Miscellaneous
1 15 (27.78%) Algorithms
2 7 (12.96%) Computer Science
3 2 (3.70%) Linux Command Line
4 1 (1.85%) Analytical Skills
4 1 (1.85%) Social Network
Operating Systems
1 32 (59.26%) Linux
2 4 (7.41%) Windows
2 4 (7.41%) Windows Server
3 3 (5.56%) Unix
4 2 (3.70%) Red Hat Enterprise Linux
5 1 (1.85%) Android
5 1 (1.85%) Apple iOS
Processes & Methodologies
1 40 (74.07%) DevOps
2 16 (29.63%) Agile Software Development
2 16 (29.63%) Microservices
3 15 (27.78%) Machine Learning
4 13 (24.07%) E-Commerce
5 11 (20.37%) Analytics
5 11 (20.37%) Continuous Delivery
5 11 (20.37%) Data Engineering
6 10 (18.52%) Continuous Integration
7 9 (16.67%) Data Analysis
7 9 (16.67%) ETL
8 8 (14.81%) MapReduce
8 8 (14.81%) Software Engineering
9 6 (11.11%) Customer Insight
9 6 (11.11%) Data Analytics
9 6 (11.11%) Data Migration
9 6 (11.11%) Migration
10 5 (9.26%) Disruptive Innovation
11 4 (7.41%) Open Source
11 4 (7.41%) Task Automation
Programming Languages
1 45 (83.33%) Python
2 20 (37.04%) Perl
3 19 (35.19%) Bash Shell
3 19 (35.19%) Scala
4 17 (31.48%) Java
5 12 (22.22%) SQL
6 4 (7.41%) JavaScript
7 3 (5.56%) Go
7 3 (5.56%) R
7 3 (5.56%) Shell Script
8 2 (3.70%) C#
8 2 (3.70%) Clojure
8 2 (3.70%) Groovy
8 2 (3.70%) Ruby
8 2 (3.70%) VB
9 1 (1.85%) PHP
Qualifications
1 5 (9.26%) Degree
2 4 (7.41%) Computer Science Degree
3 3 (5.56%) Master's Degree
4 2 (3.70%) AWS Certification
System Software
1 15 (27.78%) Docker
2 9 (16.67%) HDFS
3 1 (1.85%) Apache Flume
Systems Management
1 19 (35.19%) Ansible
2 14 (25.93%) Opscode Chef
3 13 (24.07%) Terraform
4 9 (16.67%) Hadoop YARN
4 9 (16.67%) Puppet
5 2 (3.70%) Packer
Vendors
1 17 (31.48%) Oracle
2 2 (3.70%) Atlassian
2 2 (3.70%) Cloudera
2 2 (3.70%) ForgeRock
2 2 (3.70%) Hortonworks
2 2 (3.70%) MicroStrategy
2 2 (3.70%) Red Hat
2 2 (3.70%) SaltStack
2 2 (3.70%) Tableau
3 1 (1.85%) Cognos
3 1 (1.85%) Greenplum
3 1 (1.85%) Netezza
3 1 (1.85%) Talend
3 1 (1.85%) Teradata
3 1 (1.85%) Vertica