The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Amazon EMR skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon EMR over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
UK / England
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 792 862 905
Rank change year-on-year +70 +43  
Permanent jobs citing Amazon EMR 74 49 48
As % of all permanent IT jobs advertised in England 0.088% 0.053% 0.047%
As % of the Cloud Services category 0.52% 0.44% 0.53%
Number of salaries quoted 50 45 32
Median salary £60,000 £80,000 £67,500
Median salary % change year-on-year -25.00% +18.51%  
90% offered a salary of more than £27,500 £47,500 £54,000
10% offered a salary of more than £84,000 £120,000 £93,500
UK excluding London median salary £40,000 £52,500 £60,000
% change year-on-year -23.80% -12.50%  

Amazon EMR is in the cloud computing skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for cloud computing skills.

Cloud Computing Skills
England
Permanent job vacancies with a requirement for cloud computing skills 14309 11099 9006
As % of all permanent IT job vacancies advertised in England 17.08% 12.00% 8.78%
Number of salaries quoted 11918 9492 7411
Median salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00%  
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £46,000 £47,500 £45,000
% change year-on-year -3.15% +5.55%  

Amazon EMR
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Amazon EMR as a proportion of all permanent or contract IT jobs with a match in the Cloud Services category.

Job vacancy trend for Amazon EMR 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 in England.

Salary trend for Amazon EMR in England

Amazon EMR
Salary Histogram in England

The salary distribution of IT jobs citing Amazon EMR in England over the 3 months to 27 June 2017.

Salary histogram for Amazon EMR 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 27 June 2017. 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 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 +37 40 £63,750 -22.72% 5
North West - 20 £27,500 -
East of England -6 7 £58,750 +33.52% 1
South East +47 6 £84,000 +60.00% 2
Yorkshire -1 1 £26,000 -42.85%
Amazon EMR
UK

For the 6 months to 27 June 2017, 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.

1 109 (100.00%) Amazon AWS
2 84 (77.06%) Java
3 66 (60.55%) Big Data
4 64 (58.72%) Agile Software Development
4 64 (58.72%) Apache Spark
5 60 (55.05%) Analytics
6 57 (52.29%) Python
7 55 (50.46%) SQL
8 51 (46.79%) Hadoop
9 47 (43.12%) Scala
9 47 (43.12%) Open Source
10 43 (39.45%) MapReduce
10 43 (39.45%) Apache
11 42 (38.53%) Continuous Integration
12 39 (35.78%) Amazon Redshift
13 38 (34.86%) Machine Learning
13 38 (34.86%) Web Services
14 37 (33.94%) .NET
15 32 (29.36%) SQL Server
15 32 (29.36%) Linux
15 32 (29.36%) Amazon EC2
15 32 (29.36%) Amazon RDS
16 31 (28.44%) DevOps
16 31 (28.44%) PostgreSQL
17 28 (25.69%) Test Automation
18 27 (24.77%) Computer Science
19 26 (23.85%) Clojure
20 25 (22.94%) Degree
21 24 (22.02%) Data Structures
22 23 (21.10%) Oracle

Amazon EMR
Co-occurring 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 64 (58.72%) Apache Spark
2 43 (39.45%) Apache
3 16 (14.68%) Apache Solr
4 12 (11.01%) Apache Pig
4 12 (11.01%) Elasticsearch
5 9 (8.26%) Confluence
6 8 (7.34%) SharePoint
6 8 (7.34%) Tomcat
7 7 (6.42%) Oracle SOA Suite
8 6 (5.50%) Jetty
8 6 (5.50%) nginx
8 6 (5.50%) SAS
9 2 (1.83%) JBoss
9 2 (1.83%) Mule
9 2 (1.83%) WebLogic
9 2 (1.83%) WebSphere
Applications
1 5 (4.59%) Microsoft Excel
2 2 (1.83%) SPSS
3 1 (0.92%) EViews
3 1 (0.92%) Microsoft Office
Cloud Services
1 109 (100.00%) Amazon AWS
2 32 (29.36%) Amazon EC2
3 19 (17.43%) Amazon S3
4 16 (14.68%) Amazon Kinesis
5 11 (10.09%) AWS Lambda
6 8 (7.34%) Amazon SQS
7 7 (6.42%) AWS CloudFormation
7 7 (6.42%) Microsoft Azure
8 4 (3.67%) Amazon CloudWatch
8 4 (3.67%) Google Cloud Platform
9 3 (2.75%) Cloud Computing
9 3 (2.75%) Route 53
10 2 (1.83%) CloudFront
11 1 (0.92%) AWS Data Pipeline
11 1 (0.92%) AWS Elastic Beanstalk
11 1 (0.92%) CloudBees
11 1 (0.92%) Cortana Intelligence Suite
11 1 (0.92%) GitHub
11 1 (0.92%) PaaS
11 1 (0.92%) Virtual Private Cloud
Communications & Networking
1 8 (7.34%) HTTP
2 2 (1.83%) LDAP
2 2 (1.83%) SSL
3 1 (0.92%) BGP
3 1 (0.92%) DNS
3 1 (0.92%) FTP
3 1 (0.92%) Internet
3 1 (0.92%) IPsec
3 1 (0.92%) TCP/IP
3 1 (0.92%) VPN
Database & Business Intelligence
1 66 (60.55%) Big Data
2 51 (46.79%) Hadoop
3 39 (35.78%) Amazon Redshift
4 32 (29.36%) Amazon RDS
4 32 (29.36%) SQL Server
5 31 (28.44%) PostgreSQL
6 20 (18.35%) Amazon DynamoDB
7 19 (17.43%) MongoDB
8 17 (15.60%) Apache Hive
9 16 (14.68%) NoSQL
10 14 (12.84%) Apache Cassandra
11 13 (11.93%) Relational Database
12 12 (11.01%) Redis
13 10 (9.17%) Data Warehouse
13 10 (9.17%) Impala
14 9 (8.26%) MySQL
14 9 (8.26%) SQL Server 2008
15 7 (6.42%) HBase
15 7 (6.42%) Mahout
15 7 (6.42%) SQL Server 2012
Development Applications
1 22 (20.18%) Git (software)
2 14 (12.84%) Jenkins
3 9 (8.26%) JIRA
4 8 (7.34%) Bitbucket
4 8 (7.34%) Gradle
4 8 (7.34%) Selenium
5 6 (5.50%) Subversion
6 5 (4.59%) Vagrant
6 5 (4.59%) Yeoman
7 4 (3.67%) Talend Open Studio
8 2 (1.83%) Spock
9 1 (0.92%) Atlassian Bamboo
9 1 (0.92%) IntelliJ
9 1 (0.92%) SonarQube
General
1 22 (20.18%) Finance
2 6 (5.50%) Publishing
3 3 (2.75%) Banking
3 3 (2.75%) Manufacturing
3 3 (2.75%) Retail
3 3 (2.75%) Telecoms
4 1 (0.92%) Games
4 1 (0.92%) Marketing
Job Titles
1 27 (24.77%) Developer
2 21 (19.27%) Data Engineer
2 21 (19.27%) Java Developer
3 17 (15.60%) Apache Spark Developer
3 17 (15.60%) Scala Developer
4 16 (14.68%) C# Developer
4 16 (14.68%) Java Scala Developer
5 13 (11.93%) DBA
5 13 (11.93%) Junior
5 13 (11.93%) Junior C# Developer
5 13 (11.93%) Junior Developer
5 13 (11.93%) Junior Java Developer
6 11 (10.09%) Architect
7 10 (9.17%) Data Architect
7 10 (9.17%) Software Engineer
8 9 (8.26%) Big Data Architect
8 9 (8.26%) Python Developer
9 8 (7.34%) Analytics Manager
9 8 (7.34%) Data Manager
9 8 (7.34%) Data Scientist
Libraries, Frameworks & Software Standards
1 38 (34.86%) Web Services
2 37 (33.94%) .NET
3 15 (13.76%) Kafka
4 13 (11.93%) Natural Language Processing
5 11 (10.09%) RESTful
5 11 (10.09%) scikit-learn
6 9 (8.26%) AngularJS
7 8 (7.34%) Lambda Expressions
8 7 (6.42%) D3.js
8 7 (6.42%) Elastic Stack
8 7 (6.42%) TensorFlow
9 6 (5.50%) Lucene
9 6 (5.50%) Spring
10 5 (4.59%) Cascalog
10 5 (4.59%) Dropwizard
10 5 (4.59%) Pandas
10 5 (4.59%) SciPy
11 4 (3.67%) HTML
11 4 (3.67%) Spring Boot
12 3 (2.75%) XML
Miscellaneous
1 27 (24.77%) Computer Science
2 24 (22.02%) Data Structures
3 15 (13.76%) Algorithms
4 14 (12.84%) Analytical Skills
5 6 (5.50%) Linked Data
6 5 (4.59%) Foreign Exchange (FX)
7 2 (1.83%) Digital Media
7 2 (1.83%) Greenfield Project
7 2 (1.83%) iPad
8 1 (0.92%) Internet of Things
8 1 (0.92%) Mobile App
Operating Systems
1 32 (29.36%) Linux
2 15 (13.76%) Windows
3 13 (11.93%) Windows Server
4 7 (6.42%) Unix
5 2 (1.83%) Solaris
6 1 (0.92%) Ubuntu
Processes & Methodologies
1 64 (58.72%) Agile Software Development
2 60 (55.05%) Analytics
3 47 (43.12%) Open Source
4 43 (39.45%) MapReduce
5 42 (38.53%) Continuous Integration
6 38 (34.86%) Machine Learning
7 31 (28.44%) DevOps
8 28 (25.69%) Test Automation
9 22 (20.18%) Data Acquisition
9 22 (20.18%) Microservices
9 22 (20.18%) OO
10 21 (19.27%) Data Analytics
10 21 (19.27%) Data Migration
10 21 (19.27%) Migration
11 19 (17.43%) Visualisation
12 17 (15.60%) Data Visualisation
13 16 (14.68%) TDD
14 14 (12.84%) Scrum
14 14 (12.84%) SOA
15 11 (10.09%) Mentoring
Programming Languages
1 84 (77.06%) Java
2 57 (52.29%) Python
3 55 (50.46%) SQL
4 47 (43.12%) Scala
5 26 (23.85%) Clojure
6 23 (21.10%) C#
7 20 (18.35%) Haskell
8 16 (14.68%) JavaScript
9 12 (11.01%) R
10 11 (10.09%) Bash Shell
10 11 (10.09%) Ruby
11 7 (6.42%) C++
12 5 (4.59%) Cypher
12 5 (4.59%) VBA
13 2 (1.83%) Go
13 2 (1.83%) Perl
13 2 (1.83%) PHP
14 1 (0.92%) MATLAB
14 1 (0.92%) PL/SQL
14 1 (0.92%) Shell Script
Qualifications
1 25 (22.94%) Degree
2 20 (18.35%) Computer Science Degree
3 13 (11.93%) Master's Degree
4 4 (3.67%) PhD
5 2 (1.83%) Sun Certification
Quality Assurance & Compliance
1 4 (3.67%) GCP
2 1 (0.92%) Data Quality
2 1 (0.92%) ISO/IEC 27001
2 1 (0.92%) Sarbanes-Oxley
System Software
1 7 (6.42%) Apache ZooKeeper
2 6 (5.50%) Docker
3 5 (4.59%) Virtual Machines
3 5 (4.59%) VirtualBox
4 3 (2.75%) Apache Flume
5 2 (1.83%) Active Directory
6 1 (0.92%) HDFS
Systems Management
1 2 (1.83%) Ansible
1 2 (1.83%) Puppet
2 1 (0.92%) Graphite
2 1 (0.92%) Hadoop YARN
2 1 (0.92%) Kibana
2 1 (0.92%) logstash
2 1 (0.92%) Mesos
2 1 (0.92%) Oozie
2 1 (0.92%) Opscode Chef
Vendors
1 23 (21.10%) Oracle
2 13 (11.93%) Google
2 13 (11.93%) Microsoft
3 11 (10.09%) Cognizant
4 10 (9.17%) Tableau
5 9 (8.26%) Atlassian
5 9 (8.26%) Cloudera
6 8 (7.34%) Sun
7 6 (5.50%) Netezza
8 5 (4.59%) IBM
8 5 (4.59%) Teradata
9 4 (3.67%) Hortonworks
9 4 (3.67%) Informatica
9 4 (3.67%) MapR
9 4 (3.67%) Talend
10 3 (2.75%) Vertica
11 2 (1.83%) Greenplum
12 1 (0.92%) Alteryx
12 1 (0.92%) MicroStrategy
12 1 (0.92%) SAP
London
Cognizant
Salary: Competitive + Benefits
Posted: Yesterday
London
Empiric
Salary: From £65,000 to £70,000 per annum
Posted: 4 days ago
London
Empiric
Salary: From £50,000 to £70,000 per annum
Posted: 4 days ago
West London
Opus Resourcing Ltd
Salary: £45000 - £60000 per annum + Bens + Bonus to 10%
Posted: 6 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: 6 days ago
City, London
Hotels.com
Salary: Competitive
Posted: 18 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 20 days ago