The table below looks at the statistics for Amazon EMR skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Amazon EMR over the 3 months to 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 850 880 917
Rank change year-on-year
+30 +37
Permanent jobs citing Amazon EMR 46 49 36
As % of all permanent IT jobs located in England 0.050% 0.048% 0.032%
As % of the Cloud Services category 0.43% 0.56% 0.47%
Number of salaries quoted 42 32 36
Median salary £80,000 £67,500 £65,000
Median salary % change year-on-year
+18.51% +3.84%
90% offered a salary of more than £47,500 £54,000 £50,000
10% offered a salary of more than £120,000 £93,500 £80,000
UK excluding London median salary £52,500 £60,000 £80,000
% change year-on-year
-12.50% -25.00%
Amazon EMR
UK

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

Cloud Services Category
England
Permanent IT job ads with a match in the
Cloud Services category
10764 8773 7586
As % of all permanent IT jobs located in England 11.69% 8.59% 6.83%
Number of salaries quoted 9259 7204 6235
Median salary £52,500 £50,000 £50,000
Median salary % change year-on-year
+5.00% -
90% offered a salary of more than £32,500 £31,000 £30,647
10% offered a salary of more than £77,500 £72,500 £75,000
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 England

The demand trend of job ads across the England 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 England

Amazon EMR
Salary Trend in England

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

Amazon EMR Salary Trend in England

Amazon EMR
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Amazon EMR across the England region over the 3 months to 28 June 2016.

Amazon EMR Salary Histogram in England

Amazon EMR
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EMR within the England region over the 3 months to 28 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
London +8 36 £82,500 +22.22% 4
South East +40 3 £52,500 -12.50% 1
Yorkshire - 2 £45,500 - 1
East of England - 2 £44,000 -
Amazon EMR
UK

Amazon EMR
Top 30 Related IT Skills in England

For the 6 months to 28 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 England region with a requirement for Amazon EMR.

1 85 (84.16%) Amazon AWS
2 61 (60.40%) Amazon S3
2 61 (60.40%) Python
3 56 (55.45%) Amazon EC2
3 56 (55.45%) Hadoop
3 56 (55.45%) Apache Hive
4 51 (50.50%) Big Data
5 46 (45.54%) MongoDB
6 44 (43.56%) Neo4j
7 43 (42.57%) Git (software)
8 40 (39.60%) R
9 39 (38.61%) SQL
10 38 (37.62%) Agile Software Development
10 38 (37.62%) Apache Spark
11 37 (36.63%) Software Engineering
12 35 (34.65%) Jenkins
13 33 (32.67%) NoSQL
13 33 (32.67%) PostgreSQL
14 32 (31.68%) MapReduce
14 32 (31.68%) Visualisation
14 32 (31.68%) Bash Shell
15 31 (30.69%) Continuous Integration
15 31 (30.69%) Analytics
15 31 (30.69%) Apache Pig
16 30 (29.70%) Open Source
17 29 (28.71%) Apache Cassandra
17 29 (28.71%) Analytical Skills
18 28 (27.72%) Data Visualisation
18 28 (27.72%) Mahout
18 28 (27.72%) Unit Testing

Amazon EMR
Top Related IT Skills in England 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 38 (37.62%) Apache Spark
2 31 (30.69%) Apache Pig
3 25 (24.75%) Apache
4 7 (6.93%) SAS
5 4 (3.96%) nginx
6 3 (2.97%) Tomcat
7 2 (1.98%) Apache Solr
7 2 (1.98%) BizTalk Server
7 2 (1.98%) Liferay
8 1 (0.99%) Elasticsearch
Applications
1 3 (2.97%) SPSS
2 1 (0.99%) EViews
Cloud Services
1 85 (84.16%) Amazon AWS
2 61 (60.40%) Amazon S3
3 56 (55.45%) Amazon EC2
4 19 (18.81%) Amazon Kinesis
4 19 (18.81%) AWS Lambda
5 17 (16.83%) Google Cloud Platform
6 16 (15.84%) Google App Engine
6 16 (15.84%) PaaS
7 6 (5.94%) Amazon ELB
8 5 (4.95%) AWS Elastic Beanstalk
9 4 (3.96%) Cloud Computing
9 4 (3.96%) Microsoft Azure
9 4 (3.96%) Virtual Private Cloud
10 3 (2.97%) AWS CloudFormation
10 3 (2.97%) BIME
10 3 (2.97%) GitHub
10 3 (2.97%) Route 53
11 2 (1.98%) CloudFront
12 1 (0.99%) Amazon SQS
12 1 (0.99%) AWS Data Pipeline
Communications & Networking
1 17 (16.83%) Internet
2 4 (3.96%) DNS
2 4 (3.96%) TCP/IP
3 3 (2.97%) Firewall
3 3 (2.97%) HTTP
4 2 (1.98%) SMTP
5 1 (0.99%) SSH
5 1 (0.99%) VPN
Database & Business Intelligence
1 56 (55.45%) Apache Hive
1 56 (55.45%) Hadoop
2 51 (50.50%) Big Data
3 46 (45.54%) MongoDB
4 44 (43.56%) Neo4j
5 33 (32.67%) NoSQL
5 33 (32.67%) PostgreSQL
6 29 (28.71%) Apache Cassandra
7 28 (27.72%) Amazon Redshift
7 28 (27.72%) Mahout
8 27 (26.73%) Impala
9 17 (16.83%) Couchbase
10 16 (15.84%) Amazon DynamoDB
10 16 (15.84%) Data Mining
11 14 (13.86%) Relational Database
12 11 (10.89%) RDBMS
13 9 (8.91%) MySQL
14 7 (6.93%) Amazon RDS
14 7 (6.93%) HBase
14 7 (6.93%) Sqoop
Development Applications
1 43 (42.57%) Git (software)
2 35 (34.65%) Jenkins
3 27 (26.73%) Vagrant
4 25 (24.75%) Yeoman
5 6 (5.94%) JIRA
6 4 (3.96%) Maven
7 3 (2.97%) Talend Open Studio
8 2 (1.98%) GitLab
General
1 17 (16.83%) Games
1 17 (16.83%) Retail
2 16 (15.84%) Finance
3 15 (14.85%) Telecoms
4 14 (13.86%) Banking
4 14 (13.86%) Manufacturing
5 5 (4.95%) Marketing
6 2 (1.98%) Advertising
6 2 (1.98%) Publishing
Job Titles
1 30 (29.70%) Developer
2 17 (16.83%) Consultant
2 17 (16.83%) Data Scientist
3 16 (15.84%) Python Developer
4 15 (14.85%) Data Consultant
5 14 (13.86%) Analytics Consultant
5 14 (13.86%) Data Analytics Consultant
6 12 (11.88%) Software Engineer
7 10 (9.90%) Architect
8 9 (8.91%) Head of IT
9 8 (7.92%) Big Data Architect
9 8 (7.92%) Data Architect
9 8 (7.92%) Games Developer
10 7 (6.93%) Django Developer
10 7 (6.93%) Head of Data Management
10 7 (6.93%) Python/Django Developer
10 7 (6.93%) Scala Developer
10 7 (6.93%) Software Engineering Team Leader
10 7 (6.93%) Software Team Leader
10 7 (6.93%) Team Leader
Libraries, Frameworks & Software Standards
1 27 (26.73%) D3.js
2 26 (25.74%) scikit-learn
3 25 (24.75%) Cascalog
3 25 (24.75%) Natural Language Processing
3 25 (24.75%) Pandas
3 25 (24.75%) SciPy
4 19 (18.81%) Web Services
5 16 (15.84%) Node.js
5 16 (15.84%) Open Graph
6 14 (13.86%) .NET
6 14 (13.86%) ASP.NET Web API
7 11 (10.89%) Kafka
8 9 (8.91%) Akka
9 7 (6.93%) Django
10 6 (5.94%) Dropwizard
11 4 (3.96%) Apache Camel
12 3 (2.97%) JSON
12 3 (2.97%) MLlib
12 3 (2.97%) RESTful
13 2 (1.98%) LEMP Stack
Miscellaneous
1 32 (31.68%) Visualisation
2 29 (28.71%) Analytical Skills
3 19 (18.81%) Computer Science
4 12 (11.88%) Online Games
5 7 (6.93%) Algorithms
6 6 (5.94%) Social Network
7 3 (2.97%) Management Information System
8 2 (1.98%) Data Integration
8 2 (1.98%) Mathematics
8 2 (1.98%) Statistics
9 1 (0.99%) Artificial Intelligence
9 1 (0.99%) Data Centre
9 1 (0.99%) Hybrid Cloud
9 1 (0.99%) Public Cloud
9 1 (0.99%) Xbox
Operating Systems
1 13 (12.87%) Linux
2 2 (1.98%) Ubuntu
3 1 (0.99%) Unix
3 1 (0.99%) Windows
Processes & Methodologies
1 38 (37.62%) Agile Software Development
2 37 (36.63%) Software Engineering
3 32 (31.68%) MapReduce
4 31 (30.69%) Analytics
4 31 (30.69%) Continuous Integration
5 30 (29.70%) Open Source
6 28 (27.72%) Data Visualisation
6 28 (27.72%) Unit Testing
7 27 (26.73%) Machine Learning
7 27 (26.73%) Statistical Analysis
8 26 (25.74%) Data Analytics
8 26 (25.74%) Data Munging
9 25 (24.75%) Data Analysis
9 25 (24.75%) Time Series Analysis
9 25 (24.75%) User Stories
10 22 (21.78%) Scrum
11 19 (18.81%) Continuous Delivery
12 18 (17.82%) Mentoring
12 18 (17.82%) TDD
13 14 (13.86%) Bioinformatics
Programming Languages
1 61 (60.40%) Python
2 40 (39.60%) R
3 39 (38.61%) SQL
4 32 (31.68%) Bash Shell
5 26 (25.74%) Java
6 25 (24.75%) Clojure
6 25 (24.75%) VBA
7 19 (18.81%) C#
8 16 (15.84%) JavaScript
9 14 (13.86%) Go
10 13 (12.87%) Scala
11 5 (4.95%) Ruby
12 4 (3.96%) Perl
12 4 (3.96%) Shell Script
12 4 (3.96%) VB
13 3 (2.97%) PHP
14 2 (1.98%) PL/SQL
15 1 (0.99%) C
15 1 (0.99%) C++
15 1 (0.99%) PowerShell
Qualifications
1 19 (18.81%) Degree
2 14 (13.86%) PhD
3 2 (1.98%) MBA
4 1 (0.99%) SC Cleared
4 1 (0.99%) Security Cleared
Quality Assurance & Compliance
1 2 (1.98%) SLA
System Software
1 25 (24.75%) Virtual Machines
1 25 (24.75%) VirtualBox
2 10 (9.90%) Docker
3 6 (5.94%) HDFS
4 4 (3.96%) Apache Flume
5 3 (2.97%) VMware Infrastructure
6 1 (0.99%) Apache ZooKeeper
6 1 (0.99%) GPFS
6 1 (0.99%) LXC
6 1 (0.99%) Xen
Systems Management
1 23 (22.77%) Opscode Chef
2 20 (19.80%) Ansible
2 20 (19.80%) Puppet
3 14 (13.86%) Salt
3 14 (13.86%) Terraform
4 7 (6.93%) Mesos
5 6 (5.94%) Consul
6 2 (1.98%) Nagios
7 1 (0.99%) HAProxy
7 1 (0.99%) Kibana
7 1 (0.99%) logstash
7 1 (0.99%) Oozie
Vendors
1 17 (16.83%) Facebook
1 17 (16.83%) Google
2 16 (15.84%) PayPal
3 7 (6.93%) Cloudera
4 5 (4.95%) Tableau
5 4 (3.96%) Cognos
5 4 (3.96%) Hortonworks
5 4 (3.96%) Oracle
6 3 (2.97%) Talend
6 3 (2.97%) VMware
7 2 (1.98%) Informatica
7 2 (1.98%) New Relic
7 2 (1.98%) Teradata
8 1 (0.99%) Greenplum
8 1 (0.99%) Hitachi
8 1 (0.99%) Microsoft
8 1 (0.99%) MicroStrategy
8 1 (0.99%) Netezza
8 1 (0.99%) Vertica
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