The table below looks at the statistics for Amazon EMR skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Amazon EMR over the 3 months to 22 February 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
22 Feb 2017
Same period 2016 Same period 2015
Amazon Elastic MapReduce (Amazon EMR)
England / London
Rank 356 417 402
Rank change year-on-year
+61 -15
Contract jobs citing Amazon EMR 40 2 10
As % of all contract IT jobs located in London 0.21% 0.009% 0.047%
As % of the Cloud Services category 1.36% 0.10% 0.76%
Number of daily rates quoted 33 2 8
Median daily rate £525 £503 £475
Median daily rate % change year-on-year
+4.47% +5.78%
90% offered a daily rate of more than £450 £445 £400
10% offered a daily rate of more than £600 £561 £700
UK excluding London median daily rate £600 - £413
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 in the London region.

Cloud Services Category
London
Contract IT job ads with a match in the
Cloud Services category
2951 1980 1316
As % of all contract IT jobs located in London 15.25% 9.23% 6.23%
Number of daily rates quoted 2235 1473 920
Median daily rate £500 £475 £450
Median daily rate % change year-on-year
+5.26% +5.55%
90% offered a daily rate of more than £360 £325 £325
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £430 £425 £400
% change year-on-year
+1.17% +6.25%
Number of hourly rates quoted 24 21 26
Median hourly rate £23.00 £27.95 £28.75
Median hourly rate % change year-on-year
-17.69% -2.80%
90% offered a hourly rate of more than £12.00 £13.80 £17.50
10% offered a hourly rate of more than £125.00 £100.00 £42.25
UK excluding London median hourly rate £17.00 £19.50 £21.25
% change year-on-year
-12.79% -8.25%

Amazon EMR
Jobs Demand Trend in London

The demand trend of contract jobs across the London 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 London

Amazon EMR
Daily Rate Trend in London

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

Amazon EMR Daily Rate Trend in London

Amazon EMR
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Amazon EMR across the London region over the 3 months to 22 February 2017.

Amazon EMR Daily Rate Histogram 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 22 February 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
City of London +6 9 £468 +8.72% 3
Westminster - 3 - -
Docklands, London - 1 £600 -
Amazon EMR
England

Amazon EMR
Top 30 Related IT Skills in London

For the 6 months to 22 February 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 72 (100.00%) Amazon AWS
2 49 (68.06%) Big Data
3 48 (66.67%) DevOps
4 45 (62.50%) Amazon EC2
5 44 (61.11%) Python
6 39 (54.17%) Hadoop
7 38 (52.78%) Opscode Chef
8 36 (50.00%) Scala
8 36 (50.00%) Linux
9 34 (47.22%) Apache Hive
10 32 (44.44%) Amazon S3
11 31 (43.06%) Apache Spark
12 27 (37.50%) Ansible
13 26 (36.11%) Kafka
13 26 (36.11%) Agile Software Development
14 24 (33.33%) Docker
15 21 (29.17%) Perl
15 21 (29.17%) Machine Learning
16 20 (27.78%) NoSQL
17 18 (25.00%) Relational Database
17 18 (25.00%) Virtual Private Cloud
18 17 (23.61%) Amazon Kinesis
18 17 (23.61%) Bash Shell
18 17 (23.61%) Web Services
19 15 (20.83%) Algorithms
20 14 (19.44%) Java
20 14 (19.44%) Amazon Redshift
20 14 (19.44%) Jenkins
20 14 (19.44%) Analytics
21 12 (16.67%) Route 53

Amazon EMR
Top Related 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 31 (43.06%) Apache Spark
2 5 (6.94%) Apache Pig
2 5 (6.94%) Elasticsearch
3 2 (2.78%) Apache
3 2 (2.78%) SAS
Applications
1 2 (2.78%) SPSS
2 1 (1.39%) Stata
Cloud Services
1 72 (100.00%) Amazon AWS
2 45 (62.50%) Amazon EC2
3 32 (44.44%) Amazon S3
4 18 (25.00%) Virtual Private Cloud
5 17 (23.61%) Amazon Kinesis
6 12 (16.67%) Amazon ELB
6 12 (16.67%) AWS Elastic Beanstalk
6 12 (16.67%) Route 53
7 10 (13.89%) AWS Lambda
8 9 (12.50%) AWS CloudFormation
9 4 (5.56%) AWS Data Pipeline
10 3 (4.17%) Amazon Glacier
10 3 (4.17%) Cloud Computing
11 2 (2.78%) Datadog
11 2 (2.78%) Microsoft Azure
12 1 (1.39%) Google Cloud Platform
12 1 (1.39%) SaaS
Database & Business Intelligence
1 49 (68.06%) Big Data
2 39 (54.17%) Hadoop
3 34 (47.22%) Apache Hive
4 20 (27.78%) NoSQL
5 18 (25.00%) Relational Database
6 14 (19.44%) Amazon Redshift
7 10 (13.89%) HBase
7 10 (13.89%) RDBMS
8 9 (12.50%) Apache Cassandra
8 9 (12.50%) Data Warehouse
8 9 (12.50%) MySQL
8 9 (12.50%) Neo4j
9 3 (4.17%) Impala
9 3 (4.17%) Oracle Database
9 3 (4.17%) Oracle ODI
10 2 (2.78%) Sqoop
11 1 (1.39%) Amazon RDS
11 1 (1.39%) Mahout
11 1 (1.39%) MongoDB
11 1 (1.39%) Pentaho
Development Applications
1 14 (19.44%) Jenkins
2 1 (1.39%) Talend Open Studio
General
1 10 (13.89%) Games
2 4 (5.56%) Finance
3 2 (2.78%) Banking
Job Titles
1 27 (37.50%) AWS Engineer
1 27 (37.50%) DevOps Engineer
2 23 (31.94%) AWS DevOps
3 15 (20.83%) Data Engineer
4 10 (13.89%) Architect
4 10 (13.89%) Data Scientist
5 8 (11.11%) Big Data Architect
5 8 (11.11%) Big Data Engineer
5 8 (11.11%) Data Architect
6 7 (9.72%) AWS Architect
6 7 (9.72%) Developer
7 6 (8.33%) Hadoop Architect
8 5 (6.94%) DevOps Specialist
9 3 (4.17%) Broadcast Engineer
9 3 (4.17%) Cloud Engineer
9 3 (4.17%) Senior Software Engineer
9 3 (4.17%) Software Developer
9 3 (4.17%) Software Engineer
9 3 (4.17%) Solutions Architect
9 3 (4.17%) Web Engineer
Libraries, Frameworks & Software Standards
1 26 (36.11%) Kafka
2 17 (23.61%) Web Services
3 3 (4.17%) NumPy
4 2 (2.78%) Django
4 2 (2.78%) Flask
4 2 (2.78%) Node.js
4 2 (2.78%) Pandas
4 2 (2.78%) scikit-learn
4 2 (2.78%) SciPy
4 2 (2.78%) Serverless Framework
5 1 (1.39%) MLlib
5 1 (1.39%) REST
5 1 (1.39%) SOAP
Miscellaneous
1 15 (20.83%) Algorithms
2 5 (6.94%) Analytical Skills
2 5 (6.94%) Enterprise Software
3 2 (2.78%) Computer Science
3 2 (2.78%) Hybrid Cloud
3 2 (2.78%) Smart Energy
Operating Systems
1 36 (50.00%) Linux
2 8 (11.11%) Unix
3 2 (2.78%) Red Hat Enterprise Linux
4 1 (1.39%) Debian
4 1 (1.39%) Ubuntu
4 1 (1.39%) Windows
Processes & Methodologies
1 48 (66.67%) DevOps
2 26 (36.11%) Agile Software Development
3 21 (29.17%) Machine Learning
4 14 (19.44%) Analytics
5 12 (16.67%) Change Management
5 12 (16.67%) Continuous Integration
5 12 (16.67%) ETL
5 12 (16.67%) Load Testing
5 12 (16.67%) MapReduce
6 11 (15.28%) E-Commerce
6 11 (15.28%) Microservices
6 11 (15.28%) Software Engineering
7 10 (13.89%) Data Analysis
7 10 (13.89%) Data Engineering
8 9 (12.50%) Continuous Delivery
8 9 (12.50%) Information Security
8 9 (12.50%) TDD
9 8 (11.11%) BDD
9 8 (11.11%) Scrum
10 6 (8.33%) Business Intelligence
Programming Languages
1 44 (61.11%) Python
2 36 (50.00%) Scala
3 21 (29.17%) Perl
4 17 (23.61%) Bash Shell
5 14 (19.44%) Java
6 9 (12.50%) Go
7 7 (9.72%) SQL
8 4 (5.56%) R
9 2 (2.78%) JavaScript
9 2 (2.78%) Ruby
10 1 (1.39%) PHP
Qualifications
1 2 (2.78%) AWS Certification
1 2 (2.78%) Degree
Quality Assurance & Compliance
1 3 (4.17%) QA
System Software
1 24 (33.33%) Docker
2 10 (13.89%) HDFS
3 1 (1.39%) Apache Flume
Systems Management
1 38 (52.78%) Opscode Chef
2 27 (37.50%) Ansible
3 12 (16.67%) Puppet
4 11 (15.28%) Terraform
5 9 (12.50%) Hadoop YARN
6 2 (2.78%) Packer
Vendors
1 12 (16.67%) Oracle
2 5 (6.94%) Tableau
3 3 (4.17%) MicroStrategy
4 2 (2.78%) ForgeRock
4 2 (2.78%) Red Hat
4 2 (2.78%) Salesforce.com
5 1 (1.39%) Cognos
5 1 (1.39%) Google
5 1 (1.39%) Greenplum
5 1 (1.39%) Netezza
5 1 (1.39%) Talend
5 1 (1.39%) Teradata
5 1 (1.39%) Vertica