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

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 584 637 643
Rank change year-on-year
+53 +6
Permanent jobs citing Amazon EMR 47 41 40
As % of all permanent IT jobs located in London 0.12% 0.092% 0.083%
As % of the Cloud Services category 0.87% 0.90% 0.97%
Number of salaries quoted 45 20 39
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 £50,000 £50,000 £52,500
10% offered a salary of more than £115,000 £86,000 £80,000
UK excluding London median salary £44,000 £79,500 £80,000
% change year-on-year
-44.65% -0.62%
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
5413 4566 4134
As % of all permanent IT jobs located in London 13.72% 10.24% 8.60%
Number of salaries quoted 4692 3853 3420
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £85,000 £75,350 £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 23 July 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 23 July 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 +82 8 £82,500 +101.21% 2
Westminster - 6 £82,500 -
Amazon EMR
England

Amazon EMR
Top 30 Related IT Skills in London

For the 6 months to 23 July 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 68 (79.07%) Amazon AWS
2 64 (74.42%) Python
3 57 (66.28%) Big Data
4 56 (65.12%) Apache Hive
5 52 (60.47%) MongoDB
5 52 (60.47%) Hadoop
6 46 (53.49%) Neo4j
7 43 (50.00%) R
7 43 (50.00%) Amazon EC2
8 42 (48.84%) Amazon S3
9 40 (46.51%) Apache Spark
10 38 (44.19%) MapReduce
11 36 (41.86%) Analytics
12 35 (40.70%) Apache Cassandra
13 33 (38.37%) Apache Pig
13 33 (38.37%) Open Source
13 33 (38.37%) SQL
14 32 (37.21%) Visualisation
14 32 (37.21%) Jenkins
15 31 (36.05%) Machine Learning
16 30 (34.88%) NoSQL
16 30 (34.88%) Analytical Skills
17 29 (33.72%) Continuous Integration
18 28 (32.56%) PostgreSQL
18 28 (32.56%) Unit Testing
18 28 (32.56%) Agile Software Development
18 28 (32.56%) Data Visualisation
19 27 (31.40%) Mahout
19 27 (31.40%) Git (software)
20 26 (30.23%) Bash Shell

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 40 (46.51%) Apache Spark
2 33 (38.37%) Apache Pig
3 23 (26.74%) Apache
4 10 (11.63%) SAS
5 1 (1.16%) Elasticsearch
5 1 (1.16%) nginx
5 1 (1.16%) OpenStack
5 1 (1.16%) Tomcat
Applications
1 6 (6.98%) SPSS
2 1 (1.16%) EViews
Cloud Services
1 68 (79.07%) Amazon AWS
2 43 (50.00%) Amazon EC2
3 42 (48.84%) Amazon S3
4 20 (23.26%) Google Cloud Platform
5 18 (20.93%) Google App Engine
5 18 (20.93%) PaaS
6 7 (8.14%) Amazon Kinesis
6 7 (8.14%) Cloud Computing
7 6 (6.98%) Amazon ELB
7 6 (6.98%) Microsoft Azure
8 5 (5.81%) Route 53
8 5 (5.81%) Virtual Private Cloud
9 4 (4.65%) AWS Elastic Beanstalk
10 3 (3.49%) GitHub
11 2 (2.33%) AWS CloudFormation
11 2 (2.33%) AWS Data Pipeline
11 2 (2.33%) AWS Lambda
12 1 (1.16%) Azure Active Directory
12 1 (1.16%) Azure Machine Learning
12 1 (1.16%) BIME
Communications & Networking
1 20 (23.26%) Internet
2 1 (1.16%) DNS
2 1 (1.16%) SSH
2 1 (1.16%) TCP/IP
2 1 (1.16%) VPN
Database & Business Intelligence
1 57 (66.28%) Big Data
2 56 (65.12%) Apache Hive
3 52 (60.47%) Hadoop
3 52 (60.47%) MongoDB
4 46 (53.49%) Neo4j
5 35 (40.70%) Apache Cassandra
6 30 (34.88%) NoSQL
7 28 (32.56%) PostgreSQL
8 27 (31.40%) Mahout
9 26 (30.23%) Impala
10 20 (23.26%) Data Mining
11 19 (22.09%) Couchbase
12 12 (13.95%) Amazon DynamoDB
12 12 (13.95%) Relational Database
13 10 (11.63%) RDBMS
14 9 (10.47%) Amazon Redshift
15 8 (9.30%) Data Warehouse
15 8 (9.30%) HBase
16 7 (8.14%) Sqoop
17 5 (5.81%) Triplestore
Development Applications
1 32 (37.21%) Jenkins
2 27 (31.40%) Git (software)
3 24 (27.91%) Vagrant
3 24 (27.91%) Yeoman
4 4 (4.65%) Maven
5 1 (1.16%) JIRA
5 1 (1.16%) Talend Open Studio
General
1 16 (18.60%) Finance
1 16 (18.60%) Retail
2 15 (17.44%) Games
2 15 (17.44%) Manufacturing
2 15 (17.44%) Telecoms
3 14 (16.28%) Banking
4 6 (6.98%) Pharmaceutical
5 5 (5.81%) Marketing
6 3 (3.49%) Advertising
Job Titles
1 29 (33.72%) Developer
2 18 (20.93%) Python Developer
3 16 (18.60%) Architect
3 16 (18.60%) Data Scientist
4 15 (17.44%) Consultant
4 15 (17.44%) Data Consultant
5 14 (16.28%) Analytics Consultant
5 14 (16.28%) Big Data Architect
5 14 (16.28%) Data Analytics Consultant
5 14 (16.28%) Data Architect
6 10 (11.63%) AWS Architect
6 10 (11.63%) Hadoop Architect
7 9 (10.47%) Head of IT
8 7 (8.14%) Head of Data Management
9 6 (6.98%) Big Data Developer
9 6 (6.98%) Django Developer
9 6 (6.98%) Python/Django Developer
9 6 (6.98%) Scala Developer
10 5 (5.81%) Games Developer
11 4 (4.65%) Senior Developer
Libraries, Frameworks & Software Standards
1 26 (30.23%) D3.js
2 25 (29.07%) scikit-learn
3 24 (27.91%) Cascalog
3 24 (27.91%) Natural Language Processing
3 24 (27.91%) Pandas
3 24 (27.91%) SciPy
4 19 (22.09%) Web Services
5 12 (13.95%) Open Graph
6 11 (12.79%) Kafka
7 8 (9.30%) Akka
8 6 (6.98%) Django
8 6 (6.98%) Dropwizard
9 4 (4.65%) AngularJS
10 3 (3.49%) Apache Camel
10 3 (3.49%) MLlib
11 2 (2.33%) GraphX
11 2 (2.33%) Memcached
11 2 (2.33%) RxJS
12 1 (1.16%) ELK Stack
12 1 (1.16%) LAPP Stack
Miscellaneous
1 32 (37.21%) Visualisation
2 30 (34.88%) Analytical Skills
3 18 (20.93%) Computer Science
4 10 (11.63%) Algorithms
5 9 (10.47%) Online Games
6 6 (6.98%) Social Network
7 4 (4.65%) Management Information System
8 2 (2.33%) Mathematics
8 2 (2.33%) Statistics
9 1 (1.16%) Artificial Intelligence
9 1 (1.16%) Data Centre
9 1 (1.16%) Hedge funds
9 1 (1.16%) Hybrid Cloud
9 1 (1.16%) Private Cloud
9 1 (1.16%) Public Cloud
9 1 (1.16%) Xbox
Operating Systems
1 11 (12.79%) Linux
2 3 (3.49%) Unix
Processes & Methodologies
1 38 (44.19%) MapReduce
2 36 (41.86%) Analytics
3 33 (38.37%) Open Source
4 31 (36.05%) Machine Learning
5 29 (33.72%) Continuous Integration
6 28 (32.56%) Agile Software Development
6 28 (32.56%) Data Visualisation
6 28 (32.56%) Unit Testing
7 26 (30.23%) Data Analytics
7 26 (30.23%) Statistical Analysis
8 25 (29.07%) Data Analysis
8 25 (29.07%) Data Munging
9 24 (27.91%) Software Engineering
9 24 (27.91%) Time Series Analysis
9 24 (27.91%) User Stories
10 18 (20.93%) TDD
11 14 (16.28%) Bioinformatics
11 14 (16.28%) Operations Research
12 11 (12.79%) DevOps
12 11 (12.79%) ETL
Programming Languages
1 64 (74.42%) Python
2 43 (50.00%) R
3 33 (38.37%) SQL
4 26 (30.23%) Bash Shell
5 25 (29.07%) Java
6 24 (27.91%) Clojure
6 24 (27.91%) VBA
7 16 (18.60%) Scala
8 7 (8.14%) Perl
9 6 (6.98%) PHP
10 3 (3.49%) JavaScript
11 2 (2.33%) C#
11 2 (2.33%) Go
12 1 (1.16%) C
12 1 (1.16%) C++
12 1 (1.16%) Shell Script
12 1 (1.16%) VB
Qualifications
1 14 (16.28%) PhD
2 4 (4.65%) Degree
System Software
1 24 (27.91%) Virtual Machines
1 24 (27.91%) VirtualBox
2 11 (12.79%) Docker
3 7 (8.14%) Apache Flume
4 4 (4.65%) HDFS
5 1 (1.16%) Active Directory
5 1 (1.16%) Apache ZooKeeper
5 1 (1.16%) GPFS
5 1 (1.16%) LXC
5 1 (1.16%) VMware Infrastructure
5 1 (1.16%) Xen
Systems Management
1 14 (16.28%) Opscode Chef
2 8 (9.30%) Ansible
2 8 (9.30%) Mesos
3 6 (6.98%) Consul
4 4 (4.65%) Puppet
5 1 (1.16%) HAProxy
5 1 (1.16%) Kibana
5 1 (1.16%) logstash
5 1 (1.16%) Oozie
Vendors
1 20 (23.26%) Google
2 13 (15.12%) Facebook
3 12 (13.95%) PayPal
4 5 (5.81%) Cloudera
5 4 (4.65%) Hitachi
5 4 (4.65%) Hortonworks
5 4 (4.65%) Oracle
5 4 (4.65%) Tableau
6 2 (2.33%) Cognos
6 2 (2.33%) Informatica
6 2 (2.33%) MicroStrategy
6 2 (2.33%) Netezza
6 2 (2.33%) Teradata
6 2 (2.33%) Vertica
6 2 (2.33%) VMware
7 1 (1.16%) Greenplum
7 1 (1.16%) New Relic
7 1 (1.16%) Talend
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