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 23 March 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.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Amazon Elastic MapReduce (Amazon EMR)
England / London
Rank 367 410 402
Rank change year-on-year +43 -8  
Contract jobs citing Amazon EMR 35 9 7
As % of all contract IT jobs advertised in London 0.18% 0.041% 0.034%
As % of the Cloud Services category 1.19% 0.43% 0.52%
Number of daily rates quoted 28 7 6
Median daily rate £488 £575 £475
Median daily rate % change year-on-year -15.21% +21.05%  
90% offered a daily rate of more than £462 £495 £400
10% offered a daily rate of more than £600 £625 £700
UK excluding London median daily rate £550 - £400
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 2929 2087 1350
As % of all contract IT job vacancies advertised in London 15.25% 9.49% 6.46%
Number of daily rates quoted 2175 1543 909
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 £315
10% offered a daily rate of more than £625 £600 £575
UK excluding London median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25%  
Number of hourly rates quoted 23 22 27
Median hourly rate £21.50 £26.25 £27.32
Median hourly rate % change year-on-year -18.09% -3.89%  
90% offered a hourly rate of more than £15.12 £15.00 £17.50
10% offered a hourly rate of more than £125.00 £43.50 £42.00
UK excluding London median hourly rate £17.00 £19.50 £22.50
% change year-on-year -12.79% -13.35%  

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 23 March 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 23 March 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 +14 11 £468 -13.02% 2
Westminster - 2 - -
Amazon EMR
England

Amazon EMR
Top 30 Related IT Skills in London

For the 6 months to 23 March 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 77 (100.00%) Amazon AWS
2 54 (70.13%) Big Data
3 53 (68.83%) DevOps
4 49 (63.64%) Python
5 45 (58.44%) Amazon EC2
6 44 (57.14%) Hadoop
7 41 (53.25%) Linux
8 39 (50.65%) Apache Hive
9 38 (49.35%) Opscode Chef
10 36 (46.75%) Scala
11 32 (41.56%) Amazon S3
12 31 (40.26%) Apache Spark
12 31 (40.26%) Kafka
13 28 (36.36%) Ansible
13 28 (36.36%) Docker
14 26 (33.77%) Perl
14 26 (33.77%) Agile Software Development
15 22 (28.57%) Bash Shell
16 21 (27.27%) Machine Learning
16 21 (27.27%) Virtual Private Cloud
17 20 (25.97%) NoSQL
18 18 (23.38%) Relational Database
19 17 (22.08%) Web Services
19 17 (22.08%) Amazon Kinesis
20 15 (19.48%) Algorithms
21 14 (18.18%) Java
21 14 (18.18%) E-Commerce
21 14 (18.18%) Amazon Redshift
21 14 (18.18%) Analytics
21 14 (18.18%) Jenkins

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 (40.26%) Apache Spark
2 5 (6.49%) Apache Pig
2 5 (6.49%) Elasticsearch
3 2 (2.60%) Apache
3 2 (2.60%) SAS
Applications
1 2 (2.60%) SPSS
2 1 (1.30%) Stata
Cloud Services
1 77 (100.00%) Amazon AWS
2 45 (58.44%) Amazon EC2
3 32 (41.56%) Amazon S3
4 21 (27.27%) Virtual Private Cloud
5 17 (22.08%) Amazon Kinesis
6 12 (15.58%) Amazon ELB
6 12 (15.58%) AWS Elastic Beanstalk
6 12 (15.58%) Route 53
7 10 (12.99%) AWS Lambda
8 9 (11.69%) AWS CloudFormation
9 4 (5.19%) AWS Data Pipeline
10 3 (3.90%) Amazon Glacier
10 3 (3.90%) Cloud Computing
11 2 (2.60%) Datadog
11 2 (2.60%) Microsoft Azure
12 1 (1.30%) Google Cloud Platform
12 1 (1.30%) SaaS
Database & Business Intelligence
1 54 (70.13%) Big Data
2 44 (57.14%) Hadoop
3 39 (50.65%) Apache Hive
4 20 (25.97%) NoSQL
5 18 (23.38%) Relational Database
6 14 (18.18%) Amazon Redshift
7 10 (12.99%) HBase
7 10 (12.99%) RDBMS
8 9 (11.69%) Apache Cassandra
8 9 (11.69%) Data Warehouse
8 9 (11.69%) MySQL
8 9 (11.69%) Neo4j
9 3 (3.90%) Impala
9 3 (3.90%) Oracle Database
9 3 (3.90%) Oracle ODI
10 2 (2.60%) Sqoop
11 1 (1.30%) Amazon RDS
11 1 (1.30%) Mahout
11 1 (1.30%) MongoDB
11 1 (1.30%) Pentaho
Development Applications
1 14 (18.18%) Jenkins
2 1 (1.30%) Talend Open Studio
General
1 10 (12.99%) Games
2 4 (5.19%) Finance
3 2 (2.60%) Banking
Job Titles
1 32 (41.56%) AWS Engineer
1 32 (41.56%) DevOps Engineer
2 28 (36.36%) AWS DevOps
3 15 (19.48%) Data Engineer
4 10 (12.99%) Architect
4 10 (12.99%) Data Scientist
5 8 (10.39%) Big Data Architect
5 8 (10.39%) Big Data Engineer
5 8 (10.39%) Data Architect
5 8 (10.39%) DevOps Specialist
6 7 (9.09%) AWS Architect
6 7 (9.09%) Developer
7 6 (7.79%) Hadoop Architect
8 3 (3.90%) Broadcast Engineer
8 3 (3.90%) Cloud Engineer
8 3 (3.90%) Senior Software Engineer
8 3 (3.90%) Software Developer
8 3 (3.90%) Software Engineer
8 3 (3.90%) Solutions Architect
8 3 (3.90%) Web Engineer
Libraries, Frameworks & Software Standards
1 31 (40.26%) Kafka
2 17 (22.08%) Web Services
3 3 (3.90%) NumPy
4 2 (2.60%) Django
4 2 (2.60%) Flask
4 2 (2.60%) Node.js
4 2 (2.60%) Pandas
4 2 (2.60%) scikit-learn
4 2 (2.60%) SciPy
4 2 (2.60%) Serverless Framework
5 1 (1.30%) MLlib
5 1 (1.30%) REST
5 1 (1.30%) SOAP
Miscellaneous
1 15 (19.48%) Algorithms
2 5 (6.49%) Analytical Skills
2 5 (6.49%) Enterprise Software
3 2 (2.60%) Computer Science
3 2 (2.60%) Hybrid Cloud
3 2 (2.60%) Smart Energy
Operating Systems
1 41 (53.25%) Linux
2 8 (10.39%) Unix
3 2 (2.60%) Red Hat Enterprise Linux
4 1 (1.30%) Debian
4 1 (1.30%) Ubuntu
4 1 (1.30%) Windows
Processes & Methodologies
1 53 (68.83%) DevOps
2 26 (33.77%) Agile Software Development
3 21 (27.27%) Machine Learning
4 14 (18.18%) Analytics
4 14 (18.18%) E-Commerce
5 12 (15.58%) Change Management
5 12 (15.58%) Continuous Integration
5 12 (15.58%) ETL
5 12 (15.58%) Load Testing
5 12 (15.58%) MapReduce
6 11 (14.29%) Microservices
6 11 (14.29%) Software Engineering
7 10 (12.99%) Data Engineering
8 9 (11.69%) Continuous Delivery
8 9 (11.69%) Data Analysis
8 9 (11.69%) Information Security
8 9 (11.69%) TDD
9 8 (10.39%) BDD
9 8 (10.39%) Scrum
10 6 (7.79%) Business Intelligence
Programming Languages
1 49 (63.64%) Python
2 36 (46.75%) Scala
3 26 (33.77%) Perl
4 22 (28.57%) Bash Shell
5 14 (18.18%) Java
6 9 (11.69%) Go
7 7 (9.09%) SQL
8 4 (5.19%) R
9 2 (2.60%) JavaScript
9 2 (2.60%) Ruby
10 1 (1.30%) PHP
Qualifications
1 2 (2.60%) AWS Certification
1 2 (2.60%) Degree
Quality Assurance & Compliance
1 3 (3.90%) QA
System Software
1 28 (36.36%) Docker
2 10 (12.99%) HDFS
3 1 (1.30%) Apache Flume
Systems Management
1 38 (49.35%) Opscode Chef
2 28 (36.36%) Ansible
3 12 (15.58%) Puppet
4 11 (14.29%) Terraform
5 9 (11.69%) Hadoop YARN
6 2 (2.60%) Packer
Vendors
1 12 (15.58%) Oracle
2 5 (6.49%) Tableau
3 3 (3.90%) MicroStrategy
4 2 (2.60%) ForgeRock
4 2 (2.60%) Red Hat
4 2 (2.60%) Salesforce.com
5 1 (1.30%) Cognos
5 1 (1.30%) Google
5 1 (1.30%) Greenplum
5 1 (1.30%) Netezza
5 1 (1.30%) Talend
5 1 (1.30%) Teradata
5 1 (1.30%) Vertica