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 10 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
10 Feb 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 878 891 905
Rank change year-on-year
+13 +14
Permanent jobs citing Amazon EMR 31 38 12
As % of all permanent IT jobs located in England 0.033% 0.038% 0.012%
As % of the Cloud Services category 0.32% 0.50% 0.21%
Number of salaries quoted 24 30 10
Average salary £47,500 £62,500 £80,000
Average salary % change year-on-year
-24.00% -21.87%
UK excluding London average salary £35,000 £61,250 £62,500
% change year-on-year
-42.85% -2.00%
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
9829 7553 5683
As % of all permanent IT jobs located in England 10.41% 7.61% 5.80%
Number of salaries quoted 8350 6195 4626
Average salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £30,000 £32,500
10% offered a salary of more than £80,000 £70,000 £73,800
UK excluding London average salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%

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 10 February 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 average salaries quoted in IT jobs citing Amazon EMR within the England region over the 3 months to 10 February 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
(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 +7 24 £47,500 -24.00% 4
North East - 6 - - 2
East of England - 1 £35,000 - 1
Amazon EMR
UK

Amazon EMR
Top 30 Related IT Skills in England

For the 6 months to 10 February 2016, 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 60 (83.33%) Amazon AWS
2 48 (66.67%) Hadoop
3 47 (65.28%) Apache Hive
4 40 (55.56%) Big Data
4 40 (55.56%) Python
5 37 (51.39%) SQL
5 37 (51.39%) MongoDB
6 36 (50.00%) Amazon S3
6 36 (50.00%) Neo4j
7 35 (48.61%) Analytics
7 35 (48.61%) Amazon EC2
8 34 (47.22%) Apache Pig
9 33 (45.83%) MapReduce
10 32 (44.44%) Visualisation
11 31 (43.06%) Git (software)
11 31 (43.06%) NoSQL
11 31 (43.06%) Agile Software Development
12 29 (40.28%) PostgreSQL
13 28 (38.89%) Statistical Analysis
13 28 (38.89%) Data Visualisation
13 28 (38.89%) Mahout
13 28 (38.89%) Impala
14 27 (37.50%) Data Munging
14 27 (37.50%) Amazon Redshift
14 27 (37.50%) R
15 26 (36.11%) Open Source
15 26 (36.11%) Data Analysis
16 25 (34.72%) Jenkins
17 24 (33.33%) D3.js
17 24 (33.33%) Analytical Skills

Amazon EMR
Top Related IT Skills in England by Category

For the 6 months to 10 February 2016, 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 34 (47.22%) Apache Pig
2 21 (29.17%) Apache Spark
3 13 (18.06%) Apache
4 6 (8.33%) Node.js
5 2 (2.78%) SAS
6 1 (1.39%) SharePoint
Applications
1 2 (2.78%) MS Excel
1 2 (2.78%) SPSS
Cloud Services
1 60 (83.33%) Amazon AWS
2 36 (50.00%) Amazon S3
3 35 (48.61%) Amazon EC2
4 12 (16.67%) Google Cloud Platform
5 10 (13.89%) Google App Engine
5 10 (13.89%) PaaS
6 9 (12.50%) Amazon Kinesis
6 9 (12.50%) Microsoft Azure
7 6 (8.33%) AWS Lambda
8 3 (4.17%) Google Analytics
9 2 (2.78%) Cloud Computing
10 1 (1.39%) Amazon SQS
10 1 (1.39%) Azure Machine Learning
10 1 (1.39%) CloudFront
10 1 (1.39%) IaaS
10 1 (1.39%) Virtual Private Cloud
Communications & Networking
1 13 (18.06%) Internet
2 1 (1.39%) VPN
Database & Business Intelligence
1 48 (66.67%) Hadoop
2 47 (65.28%) Apache Hive
3 40 (55.56%) Big Data
4 37 (51.39%) MongoDB
5 36 (50.00%) Neo4j
6 31 (43.06%) NoSQL
7 29 (40.28%) PostgreSQL
8 28 (38.89%) Impala
8 28 (38.89%) Mahout
9 27 (37.50%) Amazon Redshift
10 18 (25.00%) Data Mining
11 12 (16.67%) Apache Cassandra
11 12 (16.67%) Relational Database
12 11 (15.28%) HBase
13 10 (13.89%) Couchbase
13 10 (13.89%) RDBMS
14 9 (12.50%) Amazon DynamoDB
15 8 (11.11%) Data Warehouse
15 8 (11.11%) SQL Server
16 7 (9.72%) HDInsight
Development Applications
1 31 (43.06%) Git (software)
2 25 (34.72%) Jenkins
3 23 (31.94%) Vagrant
3 23 (31.94%) Yeoman
4 6 (8.33%) Talend Open Studio
5 2 (2.78%) SQL Server Management Studio (SSMS)
General
1 20 (27.78%) Retail
2 19 (26.39%) Telecoms
3 16 (22.22%) Banking
3 16 (22.22%) Finance
4 14 (19.44%) Games
5 12 (16.67%) Manufacturing
6 11 (15.28%) Marketing
7 3 (4.17%) Advertising
8 1 (1.39%) Electronics
8 1 (1.39%) Law
8 1 (1.39%) Legal
8 1 (1.39%) Multimedia
Job Titles
1 23 (31.94%) Data Scientist
2 17 (23.61%) Developer
3 10 (13.89%) Consultant
3 10 (13.89%) Data Analytics Consultant
3 10 (13.89%) Data Consultant
3 10 (13.89%) Python Developer
4 7 (9.72%) Games Developer
4 7 (9.72%) Software Engineer
5 5 (6.94%) Architect
5 5 (6.94%) Big Data Architect
5 5 (6.94%) Data Architect
6 4 (5.56%) Administrator
6 4 (5.56%) Data Warehouse Architect
6 4 (5.56%) DBA
7 3 (4.17%) Data Administrator
7 3 (4.17%) Senior Software Engineer
7 3 (4.17%) Software Team Leader
7 3 (4.17%) SQL DBA
7 3 (4.17%) SQL Server DBA
7 3 (4.17%) Team Leader
Libraries, Frameworks & Software Standards
1 24 (33.33%) D3.js
2 23 (31.94%) Cascalog
2 23 (31.94%) Natural Language Processing
2 23 (31.94%) Pandas
2 23 (31.94%) scikit-learn
2 23 (31.94%) SciPy
3 10 (13.89%) Open Graph
4 7 (9.72%) Web Services
5 6 (8.33%) .NET
5 6 (8.33%) ASP.NET Web API
5 6 (8.33%) Kafka
6 5 (6.94%) Akka
6 5 (6.94%) Apache Camel
6 5 (6.94%) RESTful
7 2 (2.78%) Django
8 1 (1.39%) AppFabric
8 1 (1.39%) CSS
8 1 (1.39%) HTML
8 1 (1.39%) JSON
8 1 (1.39%) MSMQ
Miscellaneous
1 32 (44.44%) Visualisation
2 24 (33.33%) Analytical Skills
3 9 (12.50%) Computer Science
4 7 (9.72%) Online Games
5 6 (8.33%) Algorithms
6 5 (6.94%) Replication
7 4 (5.56%) Data Integration
8 3 (4.17%) Driving Licence
8 3 (4.17%) Mathematics
9 2 (2.78%) Clustering
9 2 (2.78%) Data Centre
10 1 (1.39%) Physics
Operating Systems
1 6 (8.33%) Linux
2 1 (1.39%) Unix
2 1 (1.39%) Windows
Processes & Methodologies
1 35 (48.61%) Analytics
2 33 (45.83%) MapReduce
3 31 (43.06%) Agile Software Development
4 28 (38.89%) Data Visualisation
4 28 (38.89%) Statistical Analysis
5 27 (37.50%) Data Munging
6 26 (36.11%) Data Analysis
6 26 (36.11%) Open Source
7 23 (31.94%) Continuous Integration
7 23 (31.94%) Data Analytics
7 23 (31.94%) Time Series Analysis
7 23 (31.94%) Unit Testing
8 22 (30.56%) Software Engineering
9 21 (29.17%) User Stories
10 15 (20.83%) TDD
11 13 (18.06%) Scrum
12 12 (16.67%) ETL
13 11 (15.28%) Continuous Delivery
13 11 (15.28%) Data Modelling
14 9 (12.50%) Use Case
Programming Languages
1 40 (55.56%) Python
2 37 (51.39%) SQL
3 27 (37.50%) R
4 23 (31.94%) Bash Shell
4 23 (31.94%) Clojure
4 23 (31.94%) VBA
5 16 (22.22%) Java
6 7 (9.72%) C#
6 7 (9.72%) JavaScript
7 6 (8.33%) Go
7 6 (8.33%) Scala
8 2 (2.78%) C
8 2 (2.78%) MATLAB
8 2 (2.78%) Perl
8 2 (2.78%) Ruby
8 2 (2.78%) T-SQL
9 1 (1.39%) PHP
9 1 (1.39%) PL/SQL
9 1 (1.39%) PowerShell
9 1 (1.39%) Shell Script
Qualifications
1 11 (15.28%) Degree
2 4 (5.56%) PhD
3 3 (4.17%) SC Cleared
3 3 (4.17%) Security Cleared
Quality Assurance & Compliance
1 1 (1.39%) QA
System Software
1 23 (31.94%) VirtualBox
2 5 (6.94%) HDFS
3 3 (4.17%) Apache Flume
4 1 (1.39%) Apache ZooKeeper
4 1 (1.39%) Docker
Systems Management
1 7 (9.72%) Opscode Chef
1 7 (9.72%) Puppet
2 6 (8.33%) Ansible
2 6 (8.33%) Oozie
2 6 (8.33%) Salt
2 6 (8.33%) Terraform
3 4 (5.56%) Hadoop YARN
4 1 (1.39%) Graphite
4 1 (1.39%) Nagios
Vendors
1 13 (18.06%) Google
2 10 (13.89%) Facebook
2 10 (13.89%) PayPal
3 7 (9.72%) Microsoft
4 6 (8.33%) Talend
5 5 (6.94%) Cloudera
5 5 (6.94%) Oracle
5 5 (6.94%) Tableau
6 3 (4.17%) Salesforce.com
7 1 (1.39%) Informatica
7 1 (1.39%) Red Gate
7 1 (1.39%) SAP
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