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 average salaries offered in IT jobs that have cited Amazon EMR over the 3 months to 18 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
18 Dec 2014
Same period 2013 Same period 2012
Amazon Elastic MapReduce (Amazon EMR)
Rank 596 621 619
Rank change year-on-year
+25 -2
Permanent jobs citing Amazon EMR 14 14 7
As % of all permanent IT jobs located in London 0.031% 0.031% 0.015%
As % of the Cloud Services category 0.48% 0.55% 0.35%
Number of salaries quoted 7 13 7
Average salary £55,000 £80,000 £61,500
Average salary % change year-on-year
-31.25% +30.08%
90% offered a salary of more than £54,000 £80,000 £55,000
10% offered a salary of more than £83,000 £80,000 £87,500
UK excluding London average salary - £62,500 £62,500
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
2898 2538 2021
As % of all permanent IT jobs located in London 6.52% 5.58% 4.22%
Number of salaries quoted 2420 2163 1741
Average salary £55,000 £55,000 £52,500
Average salary % change year-on-year
- +4.76%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £80,000 £75,000 £75,000
UK excluding London average salary £45,000 £47,500 £42,500
% change year-on-year
-5.26% +11.76%

Amazon EMR
Jobs Demand Trend in London

This chart provides a 3-month moving total of permanent IT jobs citing Amazon EMR across the London region as a proportion of the total demand within 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 18 December 2014.

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 average salaries quoted in IT jobs citing Amazon EMR within the London region over the 3 months to 18 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
City of London +25 6 £55,000 -35.29%
Amazon EMR
England

Amazon EMR
Top 30 Related IT Skills in London

For the 6 months to 18 December 2014, IT jobs across the London 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
3 27 (69.23%) Amazon EC2
3 27 (69.23%) Analytics
3 27 (69.23%) Apache Pig
4 26 (66.67%) Amazon AWS
4 26 (66.67%) Agile Software Development
5 24 (61.54%) Amazon S3
6 23 (58.97%) Hadoop
6 23 (58.97%) Continuous Integration
6 23 (58.97%) MapReduce
7 21 (53.85%) Big Data
7 21 (53.85%) MongoDB
8 20 (51.28%) Git (software)
9 19 (48.72%) NoSQL
10 18 (46.15%) Impala
10 18 (46.15%) SQL
11 17 (43.59%) Analytical Skills
12 15 (38.46%) Vagrant
12 15 (38.46%) R
12 15 (38.46%) Visualisation
12 15 (38.46%) Jenkins
12 15 (38.46%) PostgreSQL
13 14 (35.90%) VBA
13 14 (35.90%) Linux
13 14 (35.90%) Use Case
13 14 (35.90%) Unit Testing
13 14 (35.90%) D3.js
13 14 (35.90%) Mahout
13 14 (35.90%) SciPy

Amazon EMR
Top Related IT Skills in London by Category

For the 6 months to 18 December 2014, IT jobs across the London 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 27 (69.23%) Apache Pig
2 4 (10.26%) Apache
3 2 (5.13%) SAS
3 2 (5.13%) nginx
3 2 (5.13%) Apache Solr
3 2 (5.13%) Apache Spark
4 1 (2.56%) Tornado
4 1 (2.56%) Node.js
Applications
1 2 (5.13%) SPSS
Cloud Services
1 27 (69.23%) Amazon EC2
2 26 (66.67%) Amazon AWS
3 24 (61.54%) Amazon S3
4 10 (25.64%) Google Cloud Platform
5 8 (20.51%) AWS Data Pipeline
6 7 (17.95%) Amazon ElastiCache
6 7 (17.95%) ElastiCache
7 6 (15.38%) Microsoft Azure
8 5 (12.82%) Google App Engine
9 3 (7.69%) Amazon SQS
10 2 (5.13%) Cloud Computing
10 2 (5.13%) PaaS
10 2 (5.13%) Amazon Kinesis
Communications & Networking
1 4 (10.26%) Internet
2 3 (7.69%) HTTP
Database & Business Intelligence
1 32 (82.05%) Apache Hive
2 23 (58.97%) Hadoop
3 21 (53.85%) MongoDB
3 21 (53.85%) Big Data
4 19 (48.72%) NoSQL
5 18 (46.15%) Impala
6 15 (38.46%) PostgreSQL
7 14 (35.90%) Mahout
8 13 (33.33%) Amazon DynamoDB
9 12 (30.77%) Amazon Redshift
10 10 (25.64%) Amazon RDS
10 10 (25.64%) Apache Cassandra
11 8 (20.51%) Redis
11 8 (20.51%) Neo4j
12 7 (17.95%) Couchbase
12 7 (17.95%) BigQuery
12 7 (17.95%) HBase
13 5 (12.82%) SQL Server
14 4 (10.26%) Data Mining
15 3 (7.69%) Data Warehouse
Development Applications
1 20 (51.28%) 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 12 (30.77%) Architect
3 11 (28.21%) Developer
4 4 (10.26%) Analyst
5 3 (7.69%) Business Analyst
5 3 (7.69%) Business Developer
5 3 (7.69%) Systems Administrator
5 3 (7.69%) C# Developer
5 3 (7.69%) Administrator
5 3 (7.69%) Developer Analyst
5 3 (7.69%) C# .NET Developer
5 3 (7.69%) Business Intelligence Developer
5 3 (7.69%) Python Developer
5 3 (7.69%) Business Intelligence Analyst
5 3 (7.69%) Senior Architect
6 2 (5.13%) Senior Systems Architect
6 2 (5.13%) .NET Developer
6 2 (5.13%) Big Data Developer
6 2 (5.13%) Big Data Architect
6 2 (5.13%) 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 5 (12.82%) .NET
3 5 (12.82%) Web Services
4 3 (7.69%) JDBC
4 3 (7.69%) SOAP
4 3 (7.69%) Django
4 3 (7.69%) Open Graph
4 3 (7.69%) Flask
5 2 (5.13%) ASP.NET
5 2 (5.13%) Apache Avro
5 2 (5.13%) REST
5 2 (5.13%) JSON
5 2 (5.13%) WCF
5 2 (5.13%) Lucene
5 2 (5.13%) XML
5 2 (5.13%) ODBC
Miscellaneous
1 17 (43.59%) Analytical Skills
2 15 (38.46%) Visualisation
3 13 (33.33%) Open Source
4 10 (25.64%) Social Media
5 4 (10.26%) Replication
5 4 (10.26%) Online Games
6 3 (7.69%) Clustering
6 3 (7.69%) Computer Science
7 2 (5.13%) Data Integration
7 2 (5.13%) Social Gaming
8 1 (2.56%) User Experience
8 1 (2.56%) Telematics
8 1 (2.56%) Algorithms
Operating Systems
1 14 (35.90%) 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 27 (69.23%) Analytics
2 26 (66.67%) Agile Software Development
3 23 (58.97%) Continuous Integration
3 23 (58.97%) MapReduce
4 14 (35.90%) Use Case
4 14 (35.90%) Unit Testing
5 13 (33.33%) User Stories
5 13 (33.33%) Coaching
6 11 (28.21%) Statistical Analysis
6 11 (28.21%) Data Visualisation
6 11 (28.21%) Data Munging
6 11 (28.21%) Time Series Analysis
7 9 (23.08%) DevOps
8 6 (15.38%) Business Intelligence
9 5 (12.82%) Software Engineering
10 3 (7.69%) Scrum
10 3 (7.69%) Database Security
10 3 (7.69%) Multithreading
10 3 (7.69%) Data Protection
11 2 (5.13%) Dependency Injection
Programming Languages
1 28 (71.79%) Python
2 18 (46.15%) SQL
3 15 (38.46%) 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 3 (7.69%) PHP
8 3 (7.69%) T-SQL
8 3 (7.69%) F#
8 3 (7.69%) Scala
9 2 (5.13%) Ruby
9 2 (5.13%) Perl
9 2 (5.13%) Golang
10 1 (2.56%) Pig Latin
10 1 (2.56%) C++
10 1 (2.56%) Haskell
10 1 (2.56%) Erlang
Qualifications
1 4 (10.26%) SC Cleared
1 4 (10.26%) Security Cleared
2 2 (5.13%) Degree
Quality Assurance & Compliance
1 9 (23.08%) QA
System Software
1 14 (35.90%) VirtualBox
2 5 (12.82%) HDFS
3 2 (5.13%) 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 9 (23.08%) Puppet
3 5 (12.82%) Opscode Chef
4 1 (2.56%) HAProxy
4 1 (2.56%) Ansible
4 1 (2.56%) Graphite
4 1 (2.56%) Nagios
Vendors
1 8 (20.51%) Google
2 6 (15.38%) Microsoft
3 5 (12.82%) 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%) 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