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

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 797 867 932
Rank change year-on-year
+70 +65
Permanent jobs citing Amazon EMR 85 64 26
As % of all permanent IT jobs located in England 0.095% 0.063% 0.025%
As % of the Cloud Services category 0.76% 0.69% 0.36%
Number of salaries quoted 72 51 23
Median salary £77,500 £60,000 £62,500
Median salary % change year-on-year
+29.16% -4.00%
90% offered a salary of more than £60,000 £41,000 £48,400
10% offered a salary of more than £82,500 £85,000 £80,000
UK excluding London median salary £45,000 £65,000 £80,000
% change year-on-year
-30.76% -18.75%
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
11240 9340 7319
As % of all permanent IT jobs located in England 12.55% 9.13% 6.93%
Number of salaries quoted 9461 7764 5815
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £32,500 £30,000 £30,000
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 September 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 September 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 +78 77 £78,750 +31.25% 7
Yorkshire - 4 £50,000 -
Amazon EMR
UK

Amazon EMR
Top 30 Related IT Skills in England

For the 6 months to 28 September 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.

1 121 (92.37%) Amazon AWS
2 81 (61.83%) Big Data
3 78 (59.54%) Amazon EC2
4 74 (56.49%) Hadoop
5 70 (53.44%) Amazon S3
6 67 (51.15%) Python
7 60 (45.80%) Web Services
8 55 (41.98%) MapReduce
9 49 (37.40%) Apache Hive
10 47 (35.88%) MongoDB
10 47 (35.88%) SQL
11 46 (35.11%) Jenkins
12 45 (34.35%) Continuous Integration
13 44 (33.59%) R
14 43 (32.82%) Analytics
15 42 (32.06%) Apache Spark
16 40 (30.53%) Machine Learning
17 36 (27.48%) NoSQL
17 36 (27.48%) Amazon Redshift
18 35 (26.72%) Java
19 34 (25.95%) Agile Software Development
19 34 (25.95%) Opscode Chef
19 34 (25.95%) DevOps
20 31 (23.66%) Neo4j
20 31 (23.66%) Apache
21 30 (22.90%) Apache Pig
21 30 (22.90%) Open Source
22 29 (22.14%) Bash Shell
22 29 (22.14%) ETL
23 28 (21.37%) Linux

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 (32.06%) Apache Spark
2 31 (23.66%) Apache
3 30 (22.90%) Apache Pig
4 15 (11.45%) SAS
5 8 (6.11%) nginx
6 3 (2.29%) Tomcat
7 2 (1.53%) Apache Solr
7 2 (1.53%) Liferay
8 1 (0.76%) BizTalk Server
8 1 (0.76%) Elasticsearch
8 1 (0.76%) OpenStack
Applications
1 12 (9.16%) SPSS
2 2 (1.53%) Stata
Cloud Services
1 121 (92.37%) Amazon AWS
2 78 (59.54%) Amazon EC2
3 70 (53.44%) Amazon S3
4 25 (19.08%) Virtual Private Cloud
5 19 (14.50%) Amazon ELB
6 15 (11.45%) Amazon Kinesis
6 15 (11.45%) AWS Elastic Beanstalk
6 15 (11.45%) Google Cloud Platform
7 14 (10.69%) Route 53
8 13 (9.92%) Cloud Computing
9 10 (7.63%) Google App Engine
9 10 (7.63%) Microsoft Azure
9 10 (7.63%) PaaS
10 6 (4.58%) Amazon SQS
11 4 (3.05%) AWS CloudFormation
11 4 (3.05%) AWS Data Pipeline
11 4 (3.05%) AWS Lambda
12 3 (2.29%) BIME
12 3 (2.29%) GitHub
13 1 (0.76%) IaaS
Communications & Networking
1 19 (14.50%) Internet
2 8 (6.11%) DNS
2 8 (6.11%) TCP/IP
3 7 (5.34%) Firewall
3 7 (5.34%) HTTP
4 2 (1.53%) SMTP
5 1 (0.76%) HTTPS
5 1 (0.76%) SSH
5 1 (0.76%) VPN
Database & Business Intelligence
1 81 (61.83%) Big Data
2 74 (56.49%) Hadoop
3 49 (37.40%) Apache Hive
4 47 (35.88%) MongoDB
5 36 (27.48%) Amazon Redshift
5 36 (27.48%) NoSQL
6 31 (23.66%) Neo4j
7 27 (20.61%) Apache Cassandra
7 27 (20.61%) PostgreSQL
8 21 (16.03%) Data Warehouse
9 20 (15.27%) Mahout
9 20 (15.27%) RDBMS
9 20 (15.27%) Relational Database
10 19 (14.50%) Amazon DynamoDB
10 19 (14.50%) Data Mining
11 18 (13.74%) Impala
12 13 (9.92%) Sqoop
13 12 (9.16%) Amazon RDS
13 12 (9.16%) HBase
14 11 (8.40%) SQL Server
Development Applications
1 46 (35.11%) Jenkins
2 26 (19.85%) Git (software)
3 20 (15.27%) Vagrant
4 18 (13.74%) Yeoman
5 5 (3.82%) JIRA
5 5 (3.82%) Talend Open Studio
6 4 (3.05%) Maven
7 2 (1.53%) GitLab
General
1 28 (21.37%) Games
2 25 (19.08%) Retail
3 19 (14.50%) Finance
4 11 (8.40%) Manufacturing
4 11 (8.40%) Marketing
4 11 (8.40%) Telecoms
5 10 (7.63%) Banking
6 6 (4.58%) Pharmaceutical
7 4 (3.05%) Advertising
8 2 (1.53%) Publishing
Job Titles
1 40 (30.53%) Architect
2 39 (29.77%) Data Architect
3 33 (25.19%) Big Data Architect
4 31 (23.66%) Developer
5 23 (17.56%) AWS Architect
6 19 (14.50%) Consultant
7 18 (13.74%) Hadoop Architect
8 15 (11.45%) DevOps Engineer
9 12 (9.16%) Data Consultant
10 10 (7.63%) Analytics Consultant
10 10 (7.63%) Data Analytics Consultant
10 10 (7.63%) Data Scientist
10 10 (7.63%) Python Developer
11 8 (6.11%) Big Data Engineer
11 8 (6.11%) Head of IT
11 8 (6.11%) Java Developer
12 7 (5.34%) Cloud Architect
12 7 (5.34%) Data Warehouse Architect
12 7 (5.34%) Full Stack Developer
13 6 (4.58%) AWS Consultant
Libraries, Frameworks & Software Standards
1 60 (45.80%) Web Services
2 18 (13.74%) Cascalog
2 18 (13.74%) D3.js
2 18 (13.74%) Natural Language Processing
2 18 (13.74%) Pandas
2 18 (13.74%) scikit-learn
2 18 (13.74%) SciPy
3 15 (11.45%) Kafka
4 9 (6.87%) AngularJS
5 7 (5.34%) Node.js
6 6 (4.58%) .NET
6 6 (4.58%) .NET Framework
6 6 (4.58%) Akka
6 6 (4.58%) ASP.NET Web API
6 6 (4.58%) ASP.NET Web Forms
6 6 (4.58%) Dapper ORM
6 6 (4.58%) Entity Framework
6 6 (4.58%) Google Maps API
6 6 (4.58%) jQuery
6 6 (4.58%) JSON
Miscellaneous
1 26 (19.85%) Analytical Skills
2 23 (17.56%) Visualisation
3 17 (12.98%) Algorithms
4 14 (10.69%) Computer Science
5 11 (8.40%) Online Games
6 8 (6.11%) Management Information System
7 3 (2.29%) Replication
7 3 (2.29%) Social Network
8 2 (1.53%) Data Integration
8 2 (1.53%) Mathematics
9 1 (0.76%) Hedge funds
9 1 (0.76%) Private Cloud
9 1 (0.76%) Statistics
9 1 (0.76%) Xbox
Operating Systems
1 28 (21.37%) Linux
2 8 (6.11%) Unix
3 7 (5.34%) Windows
4 2 (1.53%) Ubuntu
Processes & Methodologies
1 55 (41.98%) MapReduce
2 45 (34.35%) Continuous Integration
3 43 (32.82%) Analytics
4 40 (30.53%) Machine Learning
5 34 (25.95%) Agile Software Development
5 34 (25.95%) DevOps
6 30 (22.90%) Open Source
7 29 (22.14%) ETL
8 28 (21.37%) Unit Testing
9 22 (16.79%) Data Visualisation
10 19 (14.50%) Business Intelligence
10 19 (14.50%) Statistical Analysis
11 18 (13.74%) Computer Vision
11 18 (13.74%) Data Analysis
11 18 (13.74%) Data Analytics
11 18 (13.74%) Data Munging
11 18 (13.74%) Sentiment Analysis
11 18 (13.74%) Time Series Analysis
11 18 (13.74%) User Stories
12 16 (12.21%) TDD
Programming Languages
1 67 (51.15%) Python
2 47 (35.88%) SQL
3 44 (33.59%) R
4 35 (26.72%) Java
5 29 (22.14%) Bash Shell
6 21 (16.03%) Scala
7 18 (13.74%) Clojure
7 18 (13.74%) Cypher
7 18 (13.74%) VBA
8 10 (7.63%) C#
8 10 (7.63%) Perl
8 10 (7.63%) PHP
9 8 (6.11%) Go
9 8 (6.11%) Ruby
10 7 (5.34%) JavaScript
11 6 (4.58%) PL/SQL
12 5 (3.82%) PowerShell
13 3 (2.29%) Shell Script
13 3 (2.29%) VB
14 2 (1.53%) T-SQL
Qualifications
1 10 (7.63%) PhD
2 5 (3.82%) Degree
3 1 (0.76%) MBA
Quality Assurance & Compliance
1 2 (1.53%) SLA
System Software
1 18 (13.74%) Virtual Machines
1 18 (13.74%) VirtualBox
2 11 (8.40%) Apache Flume
3 8 (6.11%) Docker
4 4 (3.05%) HDFS
5 3 (2.29%) VMware Infrastructure
6 2 (1.53%) GPFS
7 1 (0.76%) Active Directory
7 1 (0.76%) Apache ZooKeeper
7 1 (0.76%) LXC
7 1 (0.76%) Xen
Systems Management
1 34 (25.95%) Opscode Chef
2 18 (13.74%) Puppet
3 11 (8.40%) Ansible
4 5 (3.82%) Mesos
5 3 (2.29%) Consul
6 2 (1.53%) Nagios
7 1 (0.76%) HAProxy
7 1 (0.76%) Kibana
7 1 (0.76%) logstash
7 1 (0.76%) Oozie
Vendors
1 19 (14.50%) Google
2 13 (9.92%) Microsoft
3 10 (7.63%) Facebook
4 8 (6.11%) Hitachi
4 8 (6.11%) Oracle
5 6 (4.58%) Tableau
6 5 (3.82%) MicroStrategy
6 5 (3.82%) Netezza
6 5 (3.82%) Talend
6 5 (3.82%) Vertica
7 4 (3.05%) PayPal
7 4 (3.05%) VMware
8 3 (2.29%) Cloudera
8 3 (2.29%) Cognos
8 3 (2.29%) Hortonworks
8 3 (2.29%) New Relic
8 3 (2.29%) SAP
9 2 (1.53%) Greenplum
9 2 (1.53%) Informatica
9 2 (1.53%) Teradata
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