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 16 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
16 Jan 2017
Same period 2016 Same period 2015
Amazon Elastic MapReduce (Amazon EMR)
England / London
Rank 361 384 394
Rank change year-on-year
+23 +10
Contract jobs citing Amazon EMR 43 14 14
As % of all contract IT jobs located in London 0.22% 0.068% 0.066%
As % of the Cloud Services category 1.47% 0.76% 1.11%
Number of daily rates quoted 33 11 9
Median daily rate £525 £450 £500
Median daily rate % change year-on-year
+16.66% -10.00%
90% offered a daily rate of more than £416 £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 in the London region.

Cloud Services Category
London
Contract IT job ads with a match in the
Cloud Services category
2926 1834 1256
As % of all contract IT jobs located in London 15.10% 8.94% 5.94%
Number of daily rates quoted 2187 1370 899
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 £300
10% offered a daily rate of more than £600 £625 £580
UK excluding London median daily rate £425 £404 £412
% change year-on-year
+5.32% -2.06%
Number of hourly rates quoted 11 19 18
Median hourly rate £25.00 £24.16 £26.50
Median hourly rate % change year-on-year
+3.47% -8.83%
90% offered a hourly rate of more than £10.50 £10.90 £13.95
10% offered a hourly rate of more than £47.05 £100.00 £43.67
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 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 16 January 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 16 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
City of London -5 3 - - 1
Westminster - 2 - -
Docklands, London - 1 £600 -
Amazon EMR
England

Amazon EMR
Top 30 Related IT Skills in London

For the 6 months to 16 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 across the London region with a requirement for Amazon EMR.

1 57 (100.00%) Amazon AWS
2 39 (68.42%) Amazon EC2
3 36 (63.16%) Big Data
4 33 (57.89%) DevOps
5 32 (56.14%) Opscode Chef
5 32 (56.14%) Scala
6 30 (52.63%) Apache Spark
7 27 (47.37%) Amazon S3
8 26 (45.61%) Hadoop
8 26 (45.61%) Python
9 23 (40.35%) Linux
10 22 (38.60%) Agile Software Development
11 19 (33.33%) Apache Hive
12 18 (31.58%) Ansible
13 17 (29.82%) Docker
14 16 (28.07%) Machine Learning
14 16 (28.07%) Web Services
14 16 (28.07%) Java
14 16 (28.07%) Amazon Kinesis
15 15 (26.32%) NoSQL
16 13 (22.81%) MapReduce
16 13 (22.81%) Analytics
16 13 (22.81%) Relational Database
17 12 (21.05%) Amazon Redshift
17 12 (21.05%) Virtual Private Cloud
17 12 (21.05%) Kafka
18 11 (19.30%) Jenkins
18 11 (19.30%) Amazon ELB
18 11 (19.30%) Route 53
18 11 (19.30%) ETL

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 30 (52.63%) Apache Spark
2 5 (8.77%) Apache Pig
2 5 (8.77%) Elasticsearch
3 1 (1.75%) Apache
3 1 (1.75%) SAS
Applications
1 1 (1.75%) SPSS
1 1 (1.75%) Stata
Cloud Services
1 57 (100.00%) Amazon AWS
2 39 (68.42%) Amazon EC2
3 27 (47.37%) Amazon S3
4 16 (28.07%) Amazon Kinesis
5 12 (21.05%) Virtual Private Cloud
6 11 (19.30%) Amazon ELB
6 11 (19.30%) AWS Elastic Beanstalk
6 11 (19.30%) Route 53
7 10 (17.54%) AWS Lambda
8 9 (15.79%) AWS CloudFormation
9 4 (7.02%) AWS Data Pipeline
10 3 (5.26%) Amazon Glacier
11 2 (3.51%) Cloud Computing
11 2 (3.51%) Microsoft Azure
12 1 (1.75%) Google Cloud Platform
12 1 (1.75%) SaaS
Database & Business Intelligence
1 36 (63.16%) Big Data
2 26 (45.61%) Hadoop
3 19 (33.33%) Apache Hive
4 15 (26.32%) NoSQL
5 13 (22.81%) Relational Database
6 12 (21.05%) Amazon Redshift
7 6 (10.53%) Apache Cassandra
7 6 (10.53%) HBase
8 5 (8.77%) Data Warehouse
8 5 (8.77%) MySQL
8 5 (8.77%) Neo4j
8 5 (8.77%) RDBMS
9 3 (5.26%) Impala
9 3 (5.26%) Oracle Database
9 3 (5.26%) Oracle ODI
10 1 (1.75%) Amazon RDS
10 1 (1.75%) Data Mining
10 1 (1.75%) MongoDB
10 1 (1.75%) PostgreSQL
10 1 (1.75%) Sqoop
Development Applications
1 11 (19.30%) Jenkins
General
1 9 (15.79%) Games
2 5 (8.77%) Finance
3 1 (1.75%) Front Office
3 1 (1.75%) Music Industry
Job Titles
1 16 (28.07%) DevOps Engineer
2 15 (26.32%) AWS Engineer
3 13 (22.81%) AWS DevOps
4 11 (19.30%) Data Engineer
4 11 (19.30%) Developer
5 10 (17.54%) Data Scientist
6 8 (14.04%) Architect
7 6 (10.53%) AWS Architect
7 6 (10.53%) Big Data Architect
7 6 (10.53%) Data Architect
8 5 (8.77%) Big Data Engineer
9 4 (7.02%) Hadoop Architect
10 3 (5.26%) AWS Developer
10 3 (5.26%) Big Data Developer
10 3 (5.26%) Broadcast Engineer
10 3 (5.26%) Hadoop Developer
10 3 (5.26%) Software Developer
10 3 (5.26%) Software Engineer
10 3 (5.26%) Solutions Architect
10 3 (5.26%) Web Engineer
Libraries, Frameworks & Software Standards
1 16 (28.07%) Web Services
2 12 (21.05%) Kafka
3 3 (5.26%) NumPy
3 3 (5.26%) Spark Streaming
4 2 (3.51%) Django
4 2 (3.51%) Flask
4 2 (3.51%) Pandas
4 2 (3.51%) scikit-learn
4 2 (3.51%) SciPy
4 2 (3.51%) Serverless Framework
5 1 (1.75%) AngularJS
5 1 (1.75%) Apache Avro
5 1 (1.75%) Express
5 1 (1.75%) HTML
5 1 (1.75%) J2EE
5 1 (1.75%) Node.js
5 1 (1.75%) Redux
5 1 (1.75%) REST
5 1 (1.75%) SOAP
5 1 (1.75%) Twitter Bootstrap
Miscellaneous
1 10 (17.54%) Algorithms
2 5 (8.77%) Enterprise Software
3 4 (7.02%) Analytical Skills
4 3 (5.26%) Visualisation
5 2 (3.51%) Hybrid Cloud
5 2 (3.51%) Smart Energy
6 1 (1.75%) Public Cloud
Operating Systems
1 23 (40.35%) Linux
2 7 (12.28%) Unix
3 1 (1.75%) Debian
3 1 (1.75%) Ubuntu
3 1 (1.75%) Windows
Processes & Methodologies
1 33 (57.89%) DevOps
2 22 (38.60%) Agile Software Development
3 16 (28.07%) Machine Learning
4 13 (22.81%) Analytics
4 13 (22.81%) MapReduce
5 11 (19.30%) Change Management
5 11 (19.30%) Continuous Integration
5 11 (19.30%) ETL
5 11 (19.30%) Load Testing
6 9 (15.79%) TDD
7 8 (14.04%) BDD
7 8 (14.04%) Information Security
7 8 (14.04%) Scrum
7 8 (14.04%) Software Engineering
8 7 (12.28%) Microservices
9 6 (10.53%) Data Analysis
9 6 (10.53%) Data Engineering
9 6 (10.53%) E-Commerce
10 5 (8.77%) Business Intelligence
10 5 (8.77%) OO
Programming Languages
1 32 (56.14%) Scala
2 26 (45.61%) Python
3 16 (28.07%) Java
4 9 (15.79%) Perl
5 8 (14.04%) Go
5 8 (14.04%) SQL
6 6 (10.53%) Bash Shell
7 3 (5.26%) R
8 1 (1.75%) C
8 1 (1.75%) JavaScript
Quality Assurance & Compliance
1 3 (5.26%) QA
System Software
1 17 (29.82%) Docker
2 7 (12.28%) HDFS
3 1 (1.75%) Apache ZooKeeper
Systems Management
1 32 (56.14%) Opscode Chef
2 18 (31.58%) Ansible
3 8 (14.04%) Puppet
4 5 (8.77%) Hadoop YARN
4 5 (8.77%) Terraform
Vendors
1 8 (14.04%) Oracle
2 5 (8.77%) Tableau
3 2 (3.51%) MicroStrategy
3 2 (3.51%) Salesforce.com
4 1 (1.75%) Google