The table below looks at the statistics for Amazon EMR skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Amazon EMR over the 3 months to 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 543 606 641
Rank change year-on-year
+63 +35
Permanent jobs citing Amazon EMR 77 58 24
As % of all permanent IT jobs located in London 0.20% 0.13% 0.053%
As % of the Cloud Services category 1.37% 1.28% 0.61%
Number of salaries quoted 69 44 21
Median salary £80,000 £60,000 £57,500
Median salary % change year-on-year
+33.33% +4.34%
90% offered a salary of more than £60,000 £41,000 £47,500
10% offered a salary of more than £82,500 £85,000 £80,000
UK excluding London median salary £45,000 £65,000 £80,000
% change year-on-year
-30.76% -18.75%
Amazon EMR
England

The following table is for comparison with the above and provides statistics for the entire Cloud Services category in permanent jobs advertised in the London region.

Cloud Services Category
London
Permanent IT job ads with a match in the
Cloud Services category
5606 4516 3927
As % of all permanent IT jobs located in London 14.68% 10.35% 8.68%
Number of salaries quoted 4864 3813 3134
Median salary £60,000 £55,000 £55,000
Median salary % change year-on-year
+9.09% -
90% offered a salary of more than £37,500 £32,500 £33,000
10% offered a salary of more than £85,000 £75,300 £80,000
UK excluding London median salary £47,500 £45,000 £44,000
% change year-on-year
+5.55% +2.27%

Amazon EMR
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Amazon EMR as a proportion of all IT jobs with a match in the Cloud Services category.

Amazon EMR Jobs Demand Trend in London

Amazon EMR
Salary Trend in London

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

Amazon EMR Salary Trend in London

Amazon EMR
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Amazon EMR across the London region over the 3 months to 27 September 2016.

Amazon EMR Salary Histogram in London

Amazon EMR
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EMR within the London region over the 3 months to 27 September 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +57 20 £82,500 +50.00% 2
Westminster - 14 £82,500 -
Amazon EMR
England

Amazon EMR
Top 30 Related IT Skills in London

For the 6 months to 27 September 2016, IT 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 job ads across the London region with a requirement for Amazon EMR.

1 106 (91.38%) Amazon AWS
2 82 (70.69%) Big Data
3 71 (61.21%) Amazon EC2
4 66 (56.90%) Hadoop
5 61 (52.59%) Amazon S3
6 60 (51.72%) Python
7 52 (44.83%) Web Services
8 50 (43.10%) MapReduce
9 47 (40.52%) MongoDB
10 46 (39.66%) Apache Hive
11 43 (37.07%) Analytics
12 42 (36.21%) Apache Spark
12 42 (36.21%) R
13 40 (34.48%) SQL
13 40 (34.48%) Machine Learning
14 39 (33.62%) Continuous Integration
15 38 (32.76%) Jenkins
16 33 (28.45%) Amazon Redshift
16 33 (28.45%) NoSQL
17 32 (27.59%) Agile Software Development
18 31 (26.72%) Neo4j
19 30 (25.86%) Open Source
19 30 (25.86%) Apache Pig
20 29 (25.00%) Opscode Chef
20 29 (25.00%) ETL
21 28 (24.14%) Games
21 28 (24.14%) Unit Testing
21 28 (24.14%) DevOps
22 27 (23.28%) Apache Cassandra
22 27 (23.28%) Java

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 42 (36.21%) Apache Spark
2 30 (25.86%) Apache Pig
3 23 (19.83%) Apache
4 15 (12.93%) SAS
5 1 (0.86%) Elasticsearch
5 1 (0.86%) nginx
5 1 (0.86%) OpenStack
5 1 (0.86%) Tomcat
Applications
1 12 (10.34%) SPSS
2 2 (1.72%) Stata
Cloud Services
1 106 (91.38%) Amazon AWS
2 71 (61.21%) Amazon EC2
3 61 (52.59%) Amazon S3
4 21 (18.10%) Virtual Private Cloud
5 18 (15.52%) Amazon ELB
6 16 (13.79%) Amazon Kinesis
7 15 (12.93%) Google Cloud Platform
7 15 (12.93%) Route 53
8 14 (12.07%) AWS Elastic Beanstalk
9 13 (11.21%) Cloud Computing
10 10 (8.62%) Google App Engine
10 10 (8.62%) Microsoft Azure
10 10 (8.62%) PaaS
11 6 (5.17%) Amazon SQS
12 4 (3.45%) AWS Data Pipeline
13 3 (2.59%) GitHub
14 2 (1.72%) AWS CloudFormation
14 2 (1.72%) AWS Lambda
15 1 (0.86%) Azure Machine Learning
15 1 (0.86%) BIME
Communications & Networking
1 19 (16.38%) Internet
2 1 (0.86%) DNS
2 1 (0.86%) HTTPS
2 1 (0.86%) SSH
2 1 (0.86%) TCP/IP
2 1 (0.86%) VPN
Database & Business Intelligence
1 82 (70.69%) Big Data
2 66 (56.90%) Hadoop
3 47 (40.52%) MongoDB
4 46 (39.66%) Apache Hive
5 33 (28.45%) Amazon Redshift
5 33 (28.45%) NoSQL
6 31 (26.72%) Neo4j
7 27 (23.28%) Apache Cassandra
8 21 (18.10%) Data Warehouse
8 21 (18.10%) PostgreSQL
9 20 (17.24%) Mahout
10 18 (15.52%) Data Mining
10 18 (15.52%) Impala
10 18 (15.52%) RDBMS
10 18 (15.52%) Relational Database
11 17 (14.66%) Amazon DynamoDB
12 12 (10.34%) HBase
13 11 (9.48%) Sqoop
14 10 (8.62%) Couchbase
14 10 (8.62%) Triplestore
Development Applications
1 38 (32.76%) Jenkins
2 20 (17.24%) Git (software)
3 18 (15.52%) Vagrant
3 18 (15.52%) Yeoman
4 5 (4.31%) Talend Open Studio
5 4 (3.45%) Maven
6 1 (0.86%) JIRA
General
1 28 (24.14%) Games
2 24 (20.69%) Retail
3 18 (15.52%) Finance
4 11 (9.48%) Marketing
5 10 (8.62%) Manufacturing
5 10 (8.62%) Telecoms
6 9 (7.76%) Banking
7 6 (5.17%) Pharmaceutical
8 4 (3.45%) Advertising
Job Titles
1 41 (35.34%) Architect
2 40 (34.48%) Data Architect
3 34 (29.31%) Big Data Architect
4 24 (20.69%) AWS Architect
4 24 (20.69%) Developer
5 19 (16.38%) Hadoop Architect
6 16 (13.79%) DevOps Engineer
7 12 (10.34%) Consultant
8 11 (9.48%) Data Consultant
9 10 (8.62%) Python Developer
10 9 (7.76%) Analytics Consultant
10 9 (7.76%) Data Analytics Consultant
10 9 (7.76%) Data Scientist
10 9 (7.76%) Head of IT
11 8 (6.90%) Big Data Engineer
12 7 (6.03%) Cloud Architect
12 7 (6.03%) Data Warehouse Architect
12 7 (6.03%) Full Stack Developer
13 6 (5.17%) .NET Developer
13 6 (5.17%) Head of Data Management
Libraries, Frameworks & Software Standards
1 52 (44.83%) Web Services
2 18 (15.52%) Cascalog
2 18 (15.52%) D3.js
2 18 (15.52%) Natural Language Processing
2 18 (15.52%) Pandas
2 18 (15.52%) scikit-learn
2 18 (15.52%) SciPy
3 15 (12.93%) Kafka
4 9 (7.76%) AngularJS
5 6 (5.17%) .NET
5 6 (5.17%) .NET Framework
5 6 (5.17%) Akka
5 6 (5.17%) ASP.NET Web API
5 6 (5.17%) ASP.NET Web Forms
5 6 (5.17%) Dapper ORM
5 6 (5.17%) Entity Framework
5 6 (5.17%) Google Maps API
5 6 (5.17%) jQuery
5 6 (5.17%) Node.js
5 6 (5.17%) React
Miscellaneous
1 26 (22.41%) Analytical Skills
2 23 (19.83%) Visualisation
3 18 (15.52%) Algorithms
4 12 (10.34%) Computer Science
5 11 (9.48%) Online Games
6 7 (6.03%) Management Information System
7 3 (2.59%) Replication
7 3 (2.59%) Social Network
8 2 (1.72%) Mathematics
9 1 (0.86%) Data Integration
9 1 (0.86%) Hedge funds
9 1 (0.86%) Private Cloud
9 1 (0.86%) Statistics
9 1 (0.86%) Xbox
Operating Systems
1 18 (15.52%) Linux
2 8 (6.90%) Unix
3 2 (1.72%) Windows
Processes & Methodologies
1 50 (43.10%) MapReduce
2 43 (37.07%) Analytics
3 40 (34.48%) Machine Learning
4 39 (33.62%) Continuous Integration
5 32 (27.59%) Agile Software Development
6 30 (25.86%) Open Source
7 29 (25.00%) ETL
8 28 (24.14%) DevOps
8 28 (24.14%) Unit Testing
9 22 (18.97%) Data Visualisation
10 19 (16.38%) Statistical Analysis
11 18 (15.52%) Business Intelligence
11 18 (15.52%) Computer Vision
11 18 (15.52%) Data Analysis
11 18 (15.52%) Data Analytics
11 18 (15.52%) Data Munging
11 18 (15.52%) Sentiment Analysis
11 18 (15.52%) Time Series Analysis
11 18 (15.52%) User Stories
12 16 (13.79%) TDD
Programming Languages
1 60 (51.72%) Python
2 42 (36.21%) R
3 40 (34.48%) SQL
4 27 (23.28%) Java
5 21 (18.10%) Scala
6 20 (17.24%) Bash Shell
7 18 (15.52%) Clojure
7 18 (15.52%) Cypher
7 18 (15.52%) VBA
8 10 (8.62%) Perl
8 10 (8.62%) PHP
9 8 (6.90%) C#
9 8 (6.90%) Go
10 7 (6.03%) JavaScript
11 1 (0.86%) Shell Script
11 1 (0.86%) VB
Qualifications
1 9 (7.76%) PhD
2 4 (3.45%) Degree
System Software
1 18 (15.52%) Virtual Machines
1 18 (15.52%) VirtualBox
2 11 (9.48%) Apache Flume
3 8 (6.90%) Docker
4 4 (3.45%) HDFS
5 2 (1.72%) GPFS
6 1 (0.86%) Active Directory
6 1 (0.86%) Apache ZooKeeper
6 1 (0.86%) LXC
6 1 (0.86%) VMware Infrastructure
6 1 (0.86%) Xen
Systems Management
1 29 (25.00%) Opscode Chef
2 11 (9.48%) Ansible
2 11 (9.48%) Puppet
3 5 (4.31%) Mesos
4 3 (2.59%) Consul
5 1 (0.86%) HAProxy
5 1 (0.86%) Kibana
5 1 (0.86%) logstash
5 1 (0.86%) Oozie
Vendors
1 19 (16.38%) Google
2 10 (8.62%) Facebook
3 8 (6.90%) Hitachi
3 8 (6.90%) Microsoft
3 8 (6.90%) Oracle
4 5 (4.31%) MicroStrategy
4 5 (4.31%) Netezza
4 5 (4.31%) Talend
4 5 (4.31%) Vertica
5 4 (3.45%) PayPal
5 4 (3.45%) Tableau
6 3 (2.59%) Cloudera
6 3 (2.59%) Hortonworks
6 3 (2.59%) SAP
7 2 (1.72%) Cognos
7 2 (1.72%) Greenplum
7 2 (1.72%) Informatica
7 2 (1.72%) Teradata
7 2 (1.72%) VMware
8 1 (0.86%) New Relic
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