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 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 603 629 677
Rank change year-on-year
+26 +48
Permanent jobs citing Amazon EMR 39 43 33
As % of all permanent IT jobs located in London 0.097% 0.097% 0.066%
As % of the Cloud Services category 0.72% 0.96% 0.77%
Number of salaries quoted 38 27 33
Median salary £82,500 £67,500 £65,000
Median salary % change year-on-year
+22.22% +3.84%
90% offered a salary of more than £49,750 £56,000 £48,500
10% offered a salary of more than £120,000 £97,000 £80,000
UK excluding London median salary £52,500 £60,000 £80,000
% change year-on-year
-12.50% -25.00%
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
5427 4486 4275
As % of all permanent IT jobs located in London 13.56% 10.16% 8.51%
Number of salaries quoted 4705 3778 3598
Median salary £60,000 £55,000 £54,500
Median salary % change year-on-year
+9.09% +0.91%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £85,000 £75,000 £78,200
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 June 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 June 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 +66 9 £80,000 +77.77% 1
Westminster - 2 £82,500 -
Amazon EMR
England

Amazon EMR
Top 30 Related IT Skills in London

For the 6 months to 27 June 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 57 (78.08%) Amazon AWS
2 54 (73.97%) Python
3 50 (68.49%) Apache Hive
4 47 (64.38%) Big Data
5 46 (63.01%) Hadoop
6 45 (61.64%) MongoDB
7 43 (58.90%) Neo4j
8 38 (52.05%) Amazon S3
9 37 (50.68%) R
10 36 (49.32%) Amazon EC2
11 35 (47.95%) Apache Spark
12 34 (46.58%) SQL
13 31 (42.47%) Visualisation
14 30 (41.10%) Analytics
14 30 (41.10%) Apache Pig
14 30 (41.10%) Jenkins
15 29 (39.73%) Apache Cassandra
15 29 (39.73%) Open Source
16 28 (38.36%) NoSQL
16 28 (38.36%) MapReduce
16 28 (38.36%) Analytical Skills
16 28 (38.36%) Continuous Integration
16 28 (38.36%) Agile Software Development
17 27 (36.99%) Unit Testing
17 27 (36.99%) PostgreSQL
17 27 (36.99%) Mahout
17 27 (36.99%) Data Visualisation
18 26 (35.62%) D3.js
18 26 (35.62%) Impala
18 26 (35.62%) Git (software)

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 35 (47.95%) Apache Spark
2 30 (41.10%) Apache Pig
3 20 (27.40%) Apache
4 7 (9.59%) SAS
5 1 (1.37%) Elasticsearch
5 1 (1.37%) nginx
5 1 (1.37%) Tomcat
Applications
1 3 (4.11%) SPSS
2 1 (1.37%) EViews
Cloud Services
1 57 (78.08%) Amazon AWS
2 38 (52.05%) Amazon S3
3 36 (49.32%) Amazon EC2
4 17 (23.29%) Google Cloud Platform
5 16 (21.92%) Google App Engine
5 16 (21.92%) PaaS
6 5 (6.85%) Amazon Kinesis
7 4 (5.48%) Amazon ELB
7 4 (5.48%) Cloud Computing
7 4 (5.48%) Microsoft Azure
8 3 (4.11%) AWS Elastic Beanstalk
8 3 (4.11%) GitHub
8 3 (4.11%) Route 53
8 3 (4.11%) Virtual Private Cloud
9 2 (2.74%) AWS Lambda
10 1 (1.37%) AWS CloudFormation
10 1 (1.37%) AWS Data Pipeline
10 1 (1.37%) BIME
10 1 (1.37%) CloudFront
Communications & Networking
1 17 (23.29%) Internet
2 1 (1.37%) DNS
2 1 (1.37%) SSH
2 1 (1.37%) TCP/IP
2 1 (1.37%) VPN
Database & Business Intelligence
1 50 (68.49%) Apache Hive
2 47 (64.38%) Big Data
3 46 (63.01%) Hadoop
4 45 (61.64%) MongoDB
5 43 (58.90%) Neo4j
6 29 (39.73%) Apache Cassandra
7 28 (38.36%) NoSQL
8 27 (36.99%) Mahout
8 27 (36.99%) PostgreSQL
9 26 (35.62%) Impala
10 17 (23.29%) Couchbase
11 15 (20.55%) Data Mining
12 13 (17.81%) Amazon DynamoDB
13 10 (13.70%) Relational Database
14 9 (12.33%) Amazon Redshift
15 8 (10.96%) RDBMS
16 7 (9.59%) HBase
17 5 (6.85%) Amazon RDS
17 5 (6.85%) Data Warehouse
18 4 (5.48%) MySQL
Development Applications
1 30 (41.10%) Jenkins
2 26 (35.62%) Git (software)
3 24 (32.88%) Vagrant
3 24 (32.88%) Yeoman
4 4 (5.48%) Maven
5 3 (4.11%) Talend Open Studio
6 1 (1.37%) JIRA
General
1 17 (23.29%) Games
2 16 (21.92%) Retail
3 15 (20.55%) Finance
4 14 (19.18%) Telecoms
5 13 (17.81%) Banking
5 13 (17.81%) Manufacturing
6 4 (5.48%) Marketing
7 2 (2.74%) Advertising
Job Titles
1 26 (35.62%) Developer
2 16 (21.92%) Data Scientist
2 16 (21.92%) Python Developer
3 14 (19.18%) Consultant
3 14 (19.18%) Data Consultant
4 13 (17.81%) Analytics Consultant
4 13 (17.81%) Data Analytics Consultant
5 9 (12.33%) Head of IT
6 8 (10.96%) Architect
6 8 (10.96%) Games Developer
7 7 (9.59%) Big Data Architect
7 7 (9.59%) Data Architect
7 7 (9.59%) Django Developer
7 7 (9.59%) Head of Data Management
7 7 (9.59%) Python/Django Developer
8 6 (8.22%) AWS Architect
8 6 (8.22%) Big Data Developer
8 6 (8.22%) Hadoop Architect
8 6 (8.22%) Scala Developer
9 5 (6.85%) Software Engineer
Libraries, Frameworks & Software Standards
1 26 (35.62%) D3.js
2 25 (34.25%) scikit-learn
3 24 (32.88%) Cascalog
3 24 (32.88%) Natural Language Processing
3 24 (32.88%) Pandas
3 24 (32.88%) SciPy
4 16 (21.92%) Open Graph
5 11 (15.07%) Kafka
5 11 (15.07%) Web Services
6 9 (12.33%) Akka
7 7 (9.59%) Django
8 6 (8.22%) Dropwizard
9 4 (5.48%) Apache Camel
10 3 (4.11%) MLlib
11 2 (2.74%) AngularJS
11 2 (2.74%) RESTful
12 1 (1.37%) Apache Avro
12 1 (1.37%) Memcached
12 1 (1.37%) PostGIS
12 1 (1.37%) Protocol Buffers
Miscellaneous
1 31 (42.47%) Visualisation
2 28 (38.36%) Analytical Skills
3 16 (21.92%) Computer Science
4 12 (16.44%) Online Games
5 6 (8.22%) Algorithms
5 6 (8.22%) Social Network
6 2 (2.74%) Mathematics
6 2 (2.74%) Statistics
7 1 (1.37%) Artificial Intelligence
7 1 (1.37%) Data Centre
7 1 (1.37%) Hybrid Cloud
7 1 (1.37%) Management Information System
7 1 (1.37%) Public Cloud
7 1 (1.37%) Xbox
Operating Systems
1 6 (8.22%) Linux
2 1 (1.37%) Unix
Processes & Methodologies
1 30 (41.10%) Analytics
2 29 (39.73%) Open Source
3 28 (38.36%) Agile Software Development
3 28 (38.36%) Continuous Integration
3 28 (38.36%) MapReduce
4 27 (36.99%) Data Visualisation
4 27 (36.99%) Unit Testing
5 26 (35.62%) Statistical Analysis
6 25 (34.25%) Data Analytics
6 25 (34.25%) Data Munging
6 25 (34.25%) Machine Learning
7 24 (32.88%) Data Analysis
7 24 (32.88%) Time Series Analysis
7 24 (32.88%) User Stories
8 23 (31.51%) Software Engineering
9 18 (24.66%) TDD
10 13 (17.81%) Bioinformatics
10 13 (17.81%) Operations Research
11 10 (13.70%) Presales
12 9 (12.33%) ETL
Programming Languages
1 54 (73.97%) Python
2 37 (50.68%) R
3 34 (46.58%) SQL
4 25 (34.25%) Bash Shell
5 24 (32.88%) Clojure
5 24 (32.88%) VBA
6 21 (28.77%) Java
7 12 (16.44%) Scala
8 4 (5.48%) Perl
9 3 (4.11%) PHP
10 2 (2.74%) C#
10 2 (2.74%) JavaScript
11 1 (1.37%) C
11 1 (1.37%) C++
11 1 (1.37%) Shell Script
11 1 (1.37%) VB
Qualifications
1 13 (17.81%) PhD
2 3 (4.11%) Degree
3 1 (1.37%) SC Cleared
3 1 (1.37%) Security Cleared
System Software
1 24 (32.88%) Virtual Machines
1 24 (32.88%) VirtualBox
2 10 (13.70%) Docker
3 6 (8.22%) HDFS
4 4 (5.48%) Apache Flume
5 1 (1.37%) Apache ZooKeeper
5 1 (1.37%) GPFS
5 1 (1.37%) LXC
5 1 (1.37%) VMware Infrastructure
5 1 (1.37%) Xen
Systems Management
1 8 (10.96%) Opscode Chef
2 7 (9.59%) Mesos
3 6 (8.22%) Ansible
3 6 (8.22%) Consul
4 3 (4.11%) Puppet
5 1 (1.37%) HAProxy
5 1 (1.37%) Kibana
5 1 (1.37%) logstash
5 1 (1.37%) Oozie
Vendors
1 17 (23.29%) Facebook
1 17 (23.29%) Google
2 16 (21.92%) PayPal
3 7 (9.59%) Cloudera
4 4 (5.48%) Hortonworks
4 4 (5.48%) Oracle
5 3 (4.11%) Tableau
5 3 (4.11%) Talend
6 2 (2.74%) Cognos
6 2 (2.74%) Informatica
6 2 (2.74%) Teradata
7 1 (1.37%) Greenplum
7 1 (1.37%) Hitachi
7 1 (1.37%) MicroStrategy
7 1 (1.37%) Netezza
7 1 (1.37%) Vertica
7 1 (1.37%) VMware
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