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 average salaries offered in IT jobs that have cited Amazon EMR over the 3 months to 24 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Dec 2014
Same period 2013 Same period 2012
Amazon Elastic MapReduce (Amazon EMR)
Rank 852 839 852
Rank change year-on-year
-13 +13
Permanent jobs citing Amazon EMR 13 24 26
As % of all permanent IT jobs located in England 0.013% 0.024% 0.024%
As % of the Cloud Services category 0.23% 0.54% 0.69%
Number of salaries quoted 6 19 26
Average salary £55,000 £80,000 £62,500
Average salary % change year-on-year
-31.25% +28.00%
UK excluding London average salary - £62,500 £62,500
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
5755 4431 3767
As % of all permanent IT jobs located in England 5.56% 4.41% 3.50%
Number of salaries quoted 4772 3671 3314
Average salary £50,000 £50,000 £50,000
90% offered a salary of more than £30,000 £32,500 £32,500
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London average salary £45,000 £47,500 £43,000
% change year-on-year
-5.26% +10.46%

Amazon EMR
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Amazon EMR across the England region as a proportion of the total demand within 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 24 December 2014.

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 average salaries quoted in IT jobs citing Amazon EMR within the England region over the 3 months to 24 December 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -11 13 £55,000 -31.25%
Amazon EMR
UK

Amazon EMR
Top 30 Related IT Skills in England

For the 6 months to 24 December 2014, IT jobs across the England region citing Amazon EMR also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Amazon EMR.

1 32 (82.05%) Apache Hive
2 28 (71.79%) Python
2 28 (71.79%) Amazon EC2
2 28 (71.79%) Analytics
2 28 (71.79%) Apache Pig
3 27 (69.23%) Amazon AWS
4 24 (61.54%) Agile Software Development
4 24 (61.54%) Hadoop
5 23 (58.97%) Amazon S3
5 23 (58.97%) MapReduce
6 22 (56.41%) MongoDB
6 22 (56.41%) Big Data
7 21 (53.85%) Continuous Integration
8 20 (51.28%) NoSQL
9 19 (48.72%) Git (software)
10 18 (46.15%) SQL
10 18 (46.15%) Impala
11 17 (43.59%) Visualisation
11 17 (43.59%) R
11 17 (43.59%) Analytical Skills
12 15 (38.46%) Linux
12 15 (38.46%) PostgreSQL
12 15 (38.46%) Open Source
12 15 (38.46%) Jenkins
12 15 (38.46%) Vagrant
13 14 (35.90%) VBA
13 14 (35.90%) Use Case
13 14 (35.90%) Unit Testing
13 14 (35.90%) SciPy
13 14 (35.90%) VirtualBox

Amazon EMR
Top Related IT Skills in England by Category

For the 6 months to 24 December 2014, IT jobs across the England region citing Amazon EMR also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Amazon EMR. Up to 20 skills are shown per category.

Application Platforms
1 28 (71.79%) Apache Pig
2 6 (15.38%) Apache
3 4 (10.26%) SAS
4 2 (5.13%) nginx
4 2 (5.13%) Apache Solr
4 2 (5.13%) Apache Spark
5 1 (2.56%) Tornado
5 1 (2.56%) Node.js
Applications
1 4 (10.26%) SPSS
Cloud Services
1 28 (71.79%) Amazon EC2
2 27 (69.23%) Amazon AWS
3 23 (58.97%) Amazon S3
4 9 (23.08%) Google Cloud Platform
5 7 (17.95%) AWS Data Pipeline
6 6 (15.38%) Amazon ElastiCache
6 6 (15.38%) ElastiCache
6 6 (15.38%) Microsoft Azure
7 4 (10.26%) Google App Engine
7 4 (10.26%) Cloud Computing
8 3 (7.69%) Amazon SQS
9 2 (5.13%) Amazon Kinesis
10 1 (2.56%) PaaS
Communications & Networking
1 3 (7.69%) HTTP
1 3 (7.69%) Internet
Database & Business Intelligence
1 32 (82.05%) Apache Hive
2 24 (61.54%) Hadoop
3 22 (56.41%) MongoDB
3 22 (56.41%) Big Data
4 20 (51.28%) NoSQL
5 18 (46.15%) Impala
6 15 (38.46%) PostgreSQL
7 14 (35.90%) Mahout
8 11 (28.21%) Amazon DynamoDB
8 11 (28.21%) Amazon Redshift
8 11 (28.21%) Apache Cassandra
9 9 (23.08%) HBase
9 9 (23.08%) Amazon RDS
10 7 (17.95%) BigQuery
10 7 (17.95%) Redis
10 7 (17.95%) Neo4j
11 6 (15.38%) Data Mining
11 6 (15.38%) Couchbase
12 5 (12.82%) SQL Server
12 5 (12.82%) Data Warehouse
Development Applications
1 19 (48.72%) Git (software)
2 15 (38.46%) Jenkins
3 14 (35.90%) Yeoman
4 3 (7.69%) Team Foundation Server
5 2 (5.13%) Visual Studio
5 2 (5.13%) Talend Open Studio
6 1 (2.56%) Subversion
6 1 (2.56%) Hudson
6 1 (2.56%) PostSharp
General
1 4 (10.26%) Games
1 4 (10.26%) Retail
2 2 (5.13%) Telecoms
3 1 (2.56%) Finance
3 1 (2.56%) Advertising
Job Titles
1 14 (35.90%) Data Scientist
2 13 (33.33%) Architect
3 10 (25.64%) Developer
4 4 (10.26%) Analyst
4 4 (10.26%) Data Architect
4 4 (10.26%) Big Data Architect
5 3 (7.69%) Senior Architect
5 3 (7.69%) C# .NET Developer
5 3 (7.69%) Developer Analyst
5 3 (7.69%) Business Intelligence Analyst
5 3 (7.69%) Business Intelligence Developer
5 3 (7.69%) Business Developer
5 3 (7.69%) Systems Administrator
5 3 (7.69%) Business Analyst
5 3 (7.69%) Solutions Architect
5 3 (7.69%) Administrator
5 3 (7.69%) C# Developer
6 2 (5.13%) Systems Architect
6 2 (5.13%) Python Developer
6 2 (5.13%) Senior Systems Architect
Libraries, Frameworks & Software Standards
1 14 (35.90%) SciPy
1 14 (35.90%) D3.js
1 14 (35.90%) Cascalog
1 14 (35.90%) Pandas
2 11 (28.21%) Natural Language Processing
3 7 (17.95%) Web Services
4 5 (12.82%) .NET
5 3 (7.69%) JDBC
5 3 (7.69%) SOAP
6 2 (5.13%) XML
6 2 (5.13%) ODBC
6 2 (5.13%) Lucene
6 2 (5.13%) JSON
6 2 (5.13%) WCF
6 2 (5.13%) Django
6 2 (5.13%) Open Graph
6 2 (5.13%) REST
6 2 (5.13%) Apache Avro
6 2 (5.13%) ASP.NET
6 2 (5.13%) Flask
Miscellaneous
1 17 (43.59%) Visualisation
1 17 (43.59%) Analytical Skills
2 15 (38.46%) Open Source
3 9 (23.08%) Social Media
4 4 (10.26%) Replication
4 4 (10.26%) Online Games
5 3 (7.69%) Clustering
5 3 (7.69%) Computer Science
6 2 (5.13%) Data Integration
6 2 (5.13%) Social Gaming
7 1 (2.56%) User Experience
7 1 (2.56%) Telematics
7 1 (2.56%) Algorithms
Operating Systems
1 15 (38.46%) Linux
2 2 (5.13%) UNIX
2 2 (5.13%) CentOS
3 1 (2.56%) Red Hat Enterprise Linux
3 1 (2.56%) Apple iOS
3 1 (2.56%) Windows
3 1 (2.56%) Ubuntu
3 1 (2.56%) Android
Processes & Methodologies
1 28 (71.79%) Analytics
2 24 (61.54%) Agile Software Development
3 23 (58.97%) MapReduce
4 21 (53.85%) Continuous Integration
5 14 (35.90%) Use Case
5 14 (35.90%) Unit Testing
6 13 (33.33%) User Stories
6 13 (33.33%) Coaching
7 11 (28.21%) Data Munging
7 11 (28.21%) Time Series Analysis
7 11 (28.21%) Data Visualisation
7 11 (28.21%) Statistical Analysis
8 8 (20.51%) Business Intelligence
8 8 (20.51%) DevOps
9 5 (12.82%) Software Engineering
10 4 (10.26%) ETL
11 3 (7.69%) Configuration Management
11 3 (7.69%) Data Security
11 3 (7.69%) Scrum
11 3 (7.69%) Multithreading
Programming Languages
1 28 (71.79%) Python
2 18 (46.15%) SQL
3 17 (43.59%) R
4 14 (35.90%) VBA
5 13 (33.33%) Java
6 12 (30.77%) Bash Shell
6 12 (30.77%) Clojure
7 5 (12.82%) C#
8 4 (10.26%) Perl
8 4 (10.26%) PHP
9 3 (7.69%) T-SQL
9 3 (7.69%) F#
9 3 (7.69%) Scala
10 2 (5.13%) Ruby
11 1 (2.56%) Haskell
11 1 (2.56%) Erlang
11 1 (2.56%) C++
11 1 (2.56%) Pig Latin
11 1 (2.56%) Golang
Qualifications
1 4 (10.26%) SC Cleared
1 4 (10.26%) Security Cleared
2 2 (5.13%) Degree
Quality Assurance & Compliance
1 8 (20.51%) QA
System Software
1 14 (35.90%) VirtualBox
2 5 (12.82%) HDFS
3 4 (10.26%) Apache Flume
4 1 (2.56%) Docker
4 1 (2.56%) Apache ZooKeeper
4 1 (2.56%) Varnish
Systems Management
1 15 (38.46%) Vagrant
2 8 (20.51%) Puppet
3 7 (17.95%) Opscode Chef
4 1 (2.56%) HAProxy
4 1 (2.56%) Ansible
4 1 (2.56%) Graphite
4 1 (2.56%) Nagios
Vendors
1 7 (17.95%) Google
2 6 (15.38%) Microsoft
3 4 (10.26%) Facebook
4 3 (7.69%) Cloudera
4 3 (7.69%) MapR
4 3 (7.69%) Splunk
5 2 (5.13%) Platfora
5 2 (5.13%) Datameer
5 2 (5.13%) Hadapt
5 2 (5.13%) Vertica
5 2 (5.13%) Talend
5 2 (5.13%) Hortonworks
5 2 (5.13%) Hitachi
5 2 (5.13%) Informatica
5 2 (5.13%) MicroStrategy
5 2 (5.13%) Netezza
5 2 (5.13%) Greenplum
5 2 (5.13%) Cognos
5 2 (5.13%) Teradata
6 1 (2.56%) Minitab