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

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 551 607 633
Rank change year-on-year
+56 +26
Permanent jobs citing Amazon EMR 67 53 40
As % of all permanent IT jobs located in London 0.17% 0.12% 0.086%
As % of the Cloud Services category 1.20% 1.19% 1.00%
Number of salaries quoted 63 35 37
Median salary £82,500 £60,000 £65,000
Median salary % change year-on-year
+37.50% -7.69%
90% offered a salary of more than £60,000 £44,600 £52,500
10% offered a salary of more than £103,000 £85,000 £80,000
UK excluding London median salary £47,000 £79,500 £80,000
% change year-on-year
-40.88% -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
5601 4446 4007
As % of all permanent IT jobs located in London 14.30% 10.25% 8.64%
Number of salaries quoted 4866 3767 3236
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 £32,500 £33,950
10% offered a salary of more than £85,000 £77,500 £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 30 August 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 30 August 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 13 £82,500 +50.00% 1
Westminster - 12 £82,500 -
Amazon EMR
England

Amazon EMR
Top 30 Related IT Skills in London

For the 6 months to 30 August 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 90 (87.38%) Amazon AWS
2 74 (71.84%) Big Data
3 63 (61.17%) Python
4 59 (57.28%) Hadoop
5 57 (55.34%) Amazon EC2
6 54 (52.43%) Amazon S3
7 49 (47.57%) Apache Hive
8 44 (42.72%) MongoDB
9 42 (40.78%) R
9 42 (40.78%) Apache Spark
10 41 (39.81%) Analytics
11 40 (38.83%) Jenkins
12 39 (37.86%) MapReduce
12 39 (37.86%) Web Services
13 38 (36.89%) Neo4j
14 35 (33.98%) Machine Learning
14 35 (33.98%) SQL
14 35 (33.98%) Continuous Integration
15 31 (30.10%) Apache Pig
16 30 (29.13%) Apache Cassandra
16 30 (29.13%) Open Source
16 30 (29.13%) Analytical Skills
17 29 (28.16%) Visualisation
18 28 (27.18%) Agile Software Development
19 27 (26.21%) Java
20 26 (25.24%) Games
20 26 (25.24%) Unit Testing
20 26 (25.24%) NoSQL
20 26 (25.24%) Data Visualisation
21 25 (24.27%) Opscode Chef

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 (40.78%) Apache Spark
2 31 (30.10%) Apache Pig
3 21 (20.39%) Apache
4 11 (10.68%) SAS
5 1 (0.97%) Elasticsearch
5 1 (0.97%) nginx
5 1 (0.97%) OpenStack
5 1 (0.97%) Tomcat
Applications
1 7 (6.80%) SPSS
2 1 (0.97%) EViews
Cloud Services
1 90 (87.38%) Amazon AWS
2 57 (55.34%) Amazon EC2
3 54 (52.43%) Amazon S3
4 17 (16.50%) Google Cloud Platform
5 16 (15.53%) Amazon ELB
5 16 (15.53%) Virtual Private Cloud
6 15 (14.56%) Amazon Kinesis
7 13 (12.62%) Google App Engine
7 13 (12.62%) PaaS
7 13 (12.62%) Route 53
8 12 (11.65%) AWS Elastic Beanstalk
9 9 (8.74%) Microsoft Azure
10 8 (7.77%) Cloud Computing
11 3 (2.91%) GitHub
12 2 (1.94%) AWS CloudFormation
12 2 (1.94%) AWS Data Pipeline
12 2 (1.94%) AWS Lambda
13 1 (0.97%) Azure Active Directory
13 1 (0.97%) Azure Machine Learning
13 1 (0.97%) BIME
Communications & Networking
1 19 (18.45%) Internet
2 1 (0.97%) DNS
2 1 (0.97%) SSH
2 1 (0.97%) TCP/IP
2 1 (0.97%) VPN
Database & Business Intelligence
1 74 (71.84%) Big Data
2 59 (57.28%) Hadoop
3 49 (47.57%) Apache Hive
4 44 (42.72%) MongoDB
5 38 (36.89%) Neo4j
6 30 (29.13%) Apache Cassandra
7 26 (25.24%) NoSQL
8 25 (24.27%) PostgreSQL
9 24 (23.30%) Mahout
10 22 (21.36%) Impala
11 21 (20.39%) Amazon Redshift
12 17 (16.50%) Data Mining
13 13 (12.62%) Couchbase
13 13 (12.62%) Relational Database
14 12 (11.65%) Amazon DynamoDB
14 12 (11.65%) Data Warehouse
14 12 (11.65%) RDBMS
15 9 (8.74%) HBase
16 8 (7.77%) Sqoop
17 7 (6.80%) Triplestore
Development Applications
1 40 (38.83%) Jenkins
2 25 (24.27%) Git (software)
3 22 (21.36%) Vagrant
3 22 (21.36%) Yeoman
4 4 (3.88%) Maven
5 2 (1.94%) Talend Open Studio
6 1 (0.97%) JIRA
General
1 26 (25.24%) Games
2 17 (16.50%) Finance
2 17 (16.50%) Retail
3 12 (11.65%) Manufacturing
3 12 (11.65%) Telecoms
4 11 (10.68%) Banking
5 7 (6.80%) Marketing
6 6 (5.83%) Pharmaceutical
7 3 (2.91%) Advertising
Job Titles
1 30 (29.13%) Architect
2 28 (27.18%) Data Architect
3 25 (24.27%) Big Data Architect
4 23 (22.33%) Developer
5 19 (18.45%) AWS Architect
6 16 (15.53%) Hadoop Architect
7 14 (13.59%) DevOps Engineer
8 13 (12.62%) Consultant
8 13 (12.62%) Data Consultant
8 13 (12.62%) Python Developer
9 11 (10.68%) Analytics Consultant
9 11 (10.68%) Data Analytics Consultant
9 11 (10.68%) Data Scientist
10 10 (9.71%) Head of IT
11 7 (6.80%) Head of Data Management
12 6 (5.83%) Big Data Developer
12 6 (5.83%) Scala Developer
13 5 (4.85%) Big Data Engineer
13 5 (4.85%) Cloud Architect
13 5 (4.85%) Operations Engineer
Libraries, Frameworks & Software Standards
1 39 (37.86%) Web Services
2 23 (22.33%) D3.js
3 22 (21.36%) Cascalog
3 22 (21.36%) Natural Language Processing
3 22 (21.36%) Pandas
3 22 (21.36%) scikit-learn
3 22 (21.36%) SciPy
4 15 (14.56%) Kafka
5 8 (7.77%) Akka
6 7 (6.80%) Open Graph
7 6 (5.83%) Dropwizard
8 4 (3.88%) Django
9 3 (2.91%) AngularJS
9 3 (2.91%) Apache Camel
9 3 (2.91%) MLlib
10 2 (1.94%) GraphX
10 2 (1.94%) Memcached
10 2 (1.94%) RxJS
11 1 (0.97%) PostGIS
11 1 (0.97%) Protocol Buffers
Miscellaneous
1 30 (29.13%) Analytical Skills
2 29 (28.16%) Visualisation
3 15 (14.56%) Algorithms
3 15 (14.56%) Computer Science
4 10 (9.71%) Online Games
5 6 (5.83%) Social Network
6 5 (4.85%) Management Information System
7 2 (1.94%) Mathematics
7 2 (1.94%) Statistics
8 1 (0.97%) Artificial Intelligence
8 1 (0.97%) Hedge funds
8 1 (0.97%) Hybrid Cloud
8 1 (0.97%) Private Cloud
8 1 (0.97%) Public Cloud
8 1 (0.97%) Xbox
Operating Systems
1 13 (12.62%) Linux
2 8 (7.77%) Unix
Processes & Methodologies
1 41 (39.81%) Analytics
2 39 (37.86%) MapReduce
3 35 (33.98%) Continuous Integration
3 35 (33.98%) Machine Learning
4 30 (29.13%) Open Source
5 28 (27.18%) Agile Software Development
6 26 (25.24%) Data Visualisation
6 26 (25.24%) Unit Testing
7 24 (23.30%) DevOps
8 23 (22.33%) Data Analytics
8 23 (22.33%) Statistical Analysis
9 22 (21.36%) Computer Vision
9 22 (21.36%) Data Analysis
9 22 (21.36%) Data Munging
9 22 (21.36%) Sentiment Analysis
9 22 (21.36%) Time Series Analysis
9 22 (21.36%) User Stories
10 19 (18.45%) ETL
10 19 (18.45%) Software Engineering
11 14 (13.59%) Business Intelligence
Programming Languages
1 63 (61.17%) Python
2 42 (40.78%) R
3 35 (33.98%) SQL
4 27 (26.21%) Java
5 24 (23.30%) Bash Shell
6 22 (21.36%) Clojure
6 22 (21.36%) Cypher
6 22 (21.36%) Scala
6 22 (21.36%) VBA
7 8 (7.77%) Go
8 7 (6.80%) Perl
8 7 (6.80%) PHP
9 2 (1.94%) C#
10 1 (0.97%) JavaScript
10 1 (0.97%) Shell Script
10 1 (0.97%) VB
Qualifications
1 11 (10.68%) PhD
2 5 (4.85%) Degree
System Software
1 22 (21.36%) Virtual Machines
1 22 (21.36%) VirtualBox
2 11 (10.68%) Docker
3 8 (7.77%) Apache Flume
4 5 (4.85%) HDFS
5 2 (1.94%) GPFS
6 1 (0.97%) Active Directory
6 1 (0.97%) Apache ZooKeeper
6 1 (0.97%) LXC
6 1 (0.97%) VMware Infrastructure
6 1 (0.97%) Xen
Systems Management
1 25 (24.27%) Opscode Chef
2 12 (11.65%) Ansible
3 10 (9.71%) Puppet
4 8 (7.77%) Mesos
5 6 (5.83%) Consul
6 1 (0.97%) HAProxy
6 1 (0.97%) Kibana
6 1 (0.97%) logstash
6 1 (0.97%) Oozie
Vendors
1 15 (14.56%) Google
2 7 (6.80%) Facebook
2 7 (6.80%) PayPal
3 6 (5.83%) Tableau
4 5 (4.85%) Hitachi
4 5 (4.85%) MicroStrategy
4 5 (4.85%) Netezza
4 5 (4.85%) Vertica
5 4 (3.88%) Cloudera
5 4 (3.88%) Hortonworks
5 4 (3.88%) Oracle
6 3 (2.91%) Cognos
6 3 (2.91%) Informatica
6 3 (2.91%) Teradata
7 2 (1.94%) Greenplum
7 2 (1.94%) Talend
7 2 (1.94%) VMware
8 1 (0.97%) New Relic
City, London
Spargonet Consulting Plc
Salary: £55000 - £65000 per annum, Benefits Pension, Life, Health and 25 days
Posted: 20 hours ago
South West London
Energon People
Salary: £70000.00 - £90000.00 per annum + benefits + bonus
Posted: 4 days ago
London
Opus Resourcing Ltd
Salary: £75000 - £90000 per annum + Bens + Bonus to 20%
Posted: 6 days ago
London
Energize Recruitment Solutions Ltd
Salary: £55000 - £65000 per annum + bonus, benefits
Posted: 14 days ago
London
Accenture
Posted: 12 days ago