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

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 837 900 926
Rank change year-on-year
+63 +26
Permanent jobs citing Amazon EMR 59 45 46
As % of all permanent IT jobs located in England 0.064% 0.044% 0.042%
As % of the Cloud Services category 0.54% 0.50% 0.61%
Number of salaries quoted 55 25 44
Median salary £80,000 £60,000 £65,000
Median salary % change year-on-year
+33.33% -7.69%
90% offered a salary of more than £47,750 £50,000 £52,500
10% offered a salary of more than £115,000 £83,000 £80,000
UK excluding London median salary £44,000 £79,500 £80,000
% change year-on-year
-44.65% -0.62%
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
10908 8998 7581
As % of all permanent IT jobs located in England 11.88% 8.77% 6.89%
Number of salaries quoted 9336 7382 6152
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £31,500 £30,000 £30,500
10% offered a salary of more than £80,000 £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 July 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 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
London +52 50 £82,500 +22.22% 3
Yorkshire - 4 £45,500 -
East of England - 2 £44,000 -
South East - 1 £52,500 -
Amazon EMR
UK

Amazon EMR
Top 30 Related IT Skills in England

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

1 99 (84.62%) Amazon AWS
2 72 (61.54%) Python
3 67 (57.26%) Amazon S3
4 64 (54.70%) Amazon EC2
5 63 (53.85%) Hadoop
6 62 (52.99%) Apache Hive
6 62 (52.99%) Big Data
7 53 (45.30%) MongoDB
8 47 (40.17%) R
8 47 (40.17%) Neo4j
9 46 (39.32%) Git (software)
10 43 (36.75%) MapReduce
11 42 (35.90%) Apache Spark
12 41 (35.04%) SQL
13 40 (34.19%) Jenkins
14 39 (33.33%) Analytics
15 38 (32.48%) Agile Software Development
15 38 (32.48%) Software Engineering
16 35 (29.91%) Apache Cassandra
16 35 (29.91%) NoSQL
16 35 (29.91%) Continuous Integration
17 34 (29.06%) Visualisation
17 34 (29.06%) Open Source
17 34 (29.06%) Apache Pig
17 34 (29.06%) PostgreSQL
18 33 (28.21%) Machine Learning
18 33 (28.21%) Bash Shell
19 32 (27.35%) Java
19 32 (27.35%) Analytical Skills
20 30 (25.64%) Amazon Redshift

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 42 (35.90%) Apache Spark
2 34 (29.06%) Apache Pig
3 27 (23.08%) Apache
4 10 (8.55%) SAS
5 4 (3.42%) nginx
6 3 (2.56%) Tomcat
7 2 (1.71%) Apache Solr
7 2 (1.71%) BizTalk Server
7 2 (1.71%) Liferay
8 1 (0.85%) Elasticsearch
8 1 (0.85%) OpenStack
Applications
1 6 (5.13%) SPSS
2 1 (0.85%) EViews
Cloud Services
1 99 (84.62%) Amazon AWS
2 67 (57.26%) Amazon S3
3 64 (54.70%) Amazon EC2
4 22 (18.80%) Amazon Kinesis
5 20 (17.09%) Google Cloud Platform
6 19 (16.24%) AWS Lambda
7 18 (15.38%) Google App Engine
7 18 (15.38%) PaaS
8 9 (7.69%) Amazon ELB
9 7 (5.98%) AWS Elastic Beanstalk
9 7 (5.98%) Cloud Computing
9 7 (5.98%) Virtual Private Cloud
10 6 (5.13%) Microsoft Azure
10 6 (5.13%) Route 53
11 4 (3.42%) AWS CloudFormation
12 3 (2.56%) BIME
12 3 (2.56%) GitHub
13 2 (1.71%) AWS Data Pipeline
14 1 (0.85%) Azure Active Directory
14 1 (0.85%) Azure Machine Learning
Communications & Networking
1 20 (17.09%) Internet
2 4 (3.42%) DNS
2 4 (3.42%) TCP/IP
3 3 (2.56%) Firewall
3 3 (2.56%) HTTP
4 2 (1.71%) SMTP
5 1 (0.85%) SSH
5 1 (0.85%) VPN
Database & Business Intelligence
1 63 (53.85%) Hadoop
2 62 (52.99%) Apache Hive
2 62 (52.99%) Big Data
3 53 (45.30%) MongoDB
4 47 (40.17%) Neo4j
5 35 (29.91%) Apache Cassandra
5 35 (29.91%) NoSQL
6 34 (29.06%) PostgreSQL
7 30 (25.64%) Amazon Redshift
8 28 (23.93%) Mahout
9 27 (23.08%) Impala
10 21 (17.95%) Data Mining
11 19 (16.24%) Couchbase
12 15 (12.82%) Amazon DynamoDB
12 15 (12.82%) Relational Database
13 13 (11.11%) RDBMS
14 10 (8.55%) Sqoop
15 9 (7.69%) MySQL
16 8 (6.84%) Data Warehouse
16 8 (6.84%) HBase
Development Applications
1 46 (39.32%) Git (software)
2 40 (34.19%) Jenkins
3 27 (23.08%) Vagrant
4 25 (21.37%) Yeoman
5 6 (5.13%) JIRA
6 4 (3.42%) Maven
7 2 (1.71%) GitLab
8 1 (0.85%) Talend Open Studio
General
1 17 (14.53%) Finance
1 17 (14.53%) Games
1 17 (14.53%) Retail
2 16 (13.68%) Manufacturing
2 16 (13.68%) Telecoms
3 15 (12.82%) Banking
4 7 (5.98%) Marketing
5 6 (5.13%) Pharmaceutical
6 3 (2.56%) Advertising
7 2 (1.71%) Publishing
Job Titles
1 34 (29.06%) Developer
2 18 (15.38%) Architect
2 18 (15.38%) Consultant
2 18 (15.38%) Python Developer
3 17 (14.53%) Data Scientist
4 16 (13.68%) Data Consultant
5 15 (12.82%) Analytics Consultant
5 15 (12.82%) Big Data Architect
5 15 (12.82%) Data Analytics Consultant
5 15 (12.82%) Data Architect
6 11 (9.40%) AWS Architect
6 11 (9.40%) Hadoop Architect
6 11 (9.40%) Software Engineer
7 9 (7.69%) Head of IT
8 7 (5.98%) Head of Data Management
8 7 (5.98%) Software Engineering Team Leader
8 7 (5.98%) Software Team Leader
8 7 (5.98%) Team Leader
9 6 (5.13%) Django Developer
9 6 (5.13%) Scala Developer
Libraries, Frameworks & Software Standards
1 29 (24.79%) Web Services
2 27 (23.08%) D3.js
3 26 (22.22%) scikit-learn
4 25 (21.37%) Cascalog
4 25 (21.37%) Natural Language Processing
4 25 (21.37%) Pandas
4 25 (21.37%) SciPy
5 16 (13.68%) Node.js
6 14 (11.97%) .NET
6 14 (11.97%) ASP.NET Web API
7 12 (10.26%) Open Graph
8 11 (9.40%) Kafka
9 8 (6.84%) Akka
10 6 (5.13%) Django
10 6 (5.13%) Dropwizard
11 4 (3.42%) AngularJS
12 3 (2.56%) Apache Camel
12 3 (2.56%) JSON
12 3 (2.56%) LAPP Stack
12 3 (2.56%) MLlib
Miscellaneous
1 34 (29.06%) Visualisation
2 32 (27.35%) Analytical Skills
3 21 (17.95%) Computer Science
4 11 (9.40%) Algorithms
5 9 (7.69%) Online Games
6 6 (5.13%) Management Information System
6 6 (5.13%) Social Network
7 2 (1.71%) Data Integration
7 2 (1.71%) Mathematics
7 2 (1.71%) Statistics
8 1 (0.85%) Artificial Intelligence
8 1 (0.85%) Data Centre
8 1 (0.85%) Hedge funds
8 1 (0.85%) Hybrid Cloud
8 1 (0.85%) Private Cloud
8 1 (0.85%) Public Cloud
8 1 (0.85%) Xbox
Operating Systems
1 18 (15.38%) Linux
2 4 (3.42%) Unix
3 2 (1.71%) Ubuntu
4 1 (0.85%) Windows
Processes & Methodologies
1 43 (36.75%) MapReduce
2 39 (33.33%) Analytics
3 38 (32.48%) Agile Software Development
3 38 (32.48%) Software Engineering
4 35 (29.91%) Continuous Integration
5 34 (29.06%) Open Source
6 33 (28.21%) Machine Learning
7 30 (25.64%) Data Visualisation
8 29 (24.79%) Unit Testing
9 27 (23.08%) Data Analytics
9 27 (23.08%) Statistical Analysis
10 26 (22.22%) Data Analysis
10 26 (22.22%) Data Munging
11 25 (21.37%) Time Series Analysis
11 25 (21.37%) User Stories
12 20 (17.09%) Scrum
13 18 (15.38%) Mentoring
13 18 (15.38%) TDD
14 17 (14.53%) Continuous Delivery
15 15 (12.82%) DevOps
Programming Languages
1 72 (61.54%) Python
2 47 (40.17%) R
3 41 (35.04%) SQL
4 33 (28.21%) Bash Shell
5 32 (27.35%) Java
6 25 (21.37%) Clojure
6 25 (21.37%) VBA
7 19 (16.24%) C#
8 17 (14.53%) Go
8 17 (14.53%) JavaScript
8 17 (14.53%) Scala
9 7 (5.98%) Perl
10 6 (5.13%) PHP
11 5 (4.27%) Ruby
12 4 (3.42%) PL/SQL
12 4 (3.42%) Shell Script
12 4 (3.42%) VB
13 1 (0.85%) C
13 1 (0.85%) C++
13 1 (0.85%) PowerShell
Qualifications
1 20 (17.09%) Degree
2 15 (12.82%) PhD
3 2 (1.71%) MBA
Quality Assurance & Compliance
1 2 (1.71%) SLA
System Software
1 25 (21.37%) Virtual Machines
1 25 (21.37%) VirtualBox
2 11 (9.40%) Docker
3 7 (5.98%) Apache Flume
4 4 (3.42%) HDFS
5 3 (2.56%) VMware Infrastructure
6 1 (0.85%) Active Directory
6 1 (0.85%) Apache ZooKeeper
6 1 (0.85%) GPFS
6 1 (0.85%) LXC
6 1 (0.85%) Xen
Systems Management
1 30 (25.64%) Opscode Chef
2 22 (18.80%) Ansible
2 22 (18.80%) Puppet
3 14 (11.97%) Salt
3 14 (11.97%) Terraform
4 8 (6.84%) Mesos
5 6 (5.13%) Consul
6 2 (1.71%) Nagios
7 1 (0.85%) HAProxy
7 1 (0.85%) Kibana
7 1 (0.85%) logstash
7 1 (0.85%) Oozie
Vendors
1 20 (17.09%) Google
2 13 (11.11%) Facebook
3 12 (10.26%) PayPal
4 7 (5.98%) Tableau
5 5 (4.27%) Cloudera
6 4 (3.42%) Cognos
6 4 (3.42%) Hitachi
6 4 (3.42%) Hortonworks
6 4 (3.42%) Oracle
6 4 (3.42%) VMware
7 3 (2.56%) MicroStrategy
7 3 (2.56%) Netezza
7 3 (2.56%) New Relic
7 3 (2.56%) Vertica
8 2 (1.71%) Informatica
8 2 (1.71%) Teradata
9 1 (0.85%) Greenplum
9 1 (0.85%) Microsoft
9 1 (0.85%) Talend
London
McGregor Boyall
Salary: £50000.00 - £75000.00 per annum
Posted: 2 days ago
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Salary: £70000.00 - £90000.00 per annum + 20% bonus
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Salary: £80000 - £1200000 per annum + outstanding package
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