The following table provides summary statistics for permanent job vacancies 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 26 June 2017 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
UK
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 801 884 921
Rank change year-on-year +83 +37  
Permanent jobs citing Amazon EMR 73 49 63
As % of all permanent IT jobs advertised in the UK 0.082% 0.050% 0.057%
As % of the Cloud Services category 0.48% 0.42% 0.66%
Number of salaries quoted 49 45 36
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 £52,400
10% offered a salary of more than £84,000 £120,000 £95,000
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 with a requirement for cloud computing skills.

Cloud Computing Skills
UK
Permanent job vacancies with a requirement for cloud computing skills 15214 11556 9613
As % of all permanent IT job vacancies advertised in the UK 17.01% 11.90% 8.67%
Number of salaries quoted 12618 9794 7804
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 £31,000
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

The job posting trend of jobs advertised 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 the UK

Amazon EMR
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon EMR.

Salary trend for Amazon EMR in the UK

Amazon EMR
Salary Histogram

The salary distribution of IT jobs citing Amazon EMR over the 3 months to 26 June 2017.

Salary histogram for Amazon EMR in the UK

Amazon EMR
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EMR within the UK over the 3 months to 26 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
England +62 73 £60,000 -25.00% 7
London +26 40 £63,750 -22.72% 4
North West - 20 £27,500 -
Manchester - 20 £27,500 -
South East +65 6 £84,000 +60.00% 1
East of England +6 6 £80,000 +81.81% 2
Oxfordshire - 6 £84,000 - 1
Kidlington - 6 £84,000 -
Oxford - 6 £84,000 - 1
Luton - 5 - - 1
Bedfordshire - 5 - - 1
City of London +19 2 £70,000 -12.50% 1
West Yorkshire +15 1 £26,000 -42.85%
Bradford -1 1 £26,000 -42.85%
Yorkshire -6 1 £26,000 -42.85%
Cambridge - 1 £80,000 -
Cambridgeshire - 1 £80,000 -

For the 6 months to 26 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 with a requirement for Amazon EMR.

1 109 (100.00%) Amazon AWS
2 85 (77.98%) Java
3 66 (60.55%) Big Data
4 65 (59.63%) Agile Software Development
5 64 (58.72%) Apache Spark
6 61 (55.96%) Analytics
7 58 (53.21%) Python
8 54 (49.54%) SQL
9 50 (45.87%) Hadoop
10 47 (43.12%) Open Source
10 47 (43.12%) Scala
11 43 (39.45%) Apache
12 42 (38.53%) Continuous Integration
12 42 (38.53%) MapReduce
13 39 (35.78%) Amazon Redshift
14 38 (34.86%) Web Services
15 37 (33.94%) .NET
15 37 (33.94%) Machine Learning
16 33 (30.28%) Amazon EC2
17 32 (29.36%) SQL Server
17 32 (29.36%) Linux
17 32 (29.36%) PostgreSQL
17 32 (29.36%) Amazon RDS
18 31 (28.44%) DevOps
19 28 (25.69%) Test Automation
20 27 (24.77%) Computer Science
21 26 (23.85%) Clojure
22 25 (22.94%) Degree
23 23 (21.10%) Oracle
23 23 (21.10%) C#

Amazon EMR
Co-occurring IT Skills 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 33 (30.28%) 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%) Route 53
10 2 (1.83%) Cloud Computing
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 50 (45.87%) Hadoop
3 39 (35.78%) Amazon Redshift
4 32 (29.36%) Amazon RDS
4 32 (29.36%) PostgreSQL
4 32 (29.36%) SQL Server
5 20 (18.35%) Amazon DynamoDB
5 20 (18.35%) MongoDB
6 17 (15.60%) Apache Hive
6 17 (15.60%) NoSQL
7 14 (12.84%) Apache Cassandra
8 12 (11.01%) Redis
8 12 (11.01%) Relational Database
9 10 (9.17%) Impala
9 10 (9.17%) MySQL
10 9 (8.26%) Data Warehouse
10 9 (8.26%) SQL Server 2008
11 7 (6.42%) HBase
11 7 (6.42%) Mahout
11 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 23 (21.10%) Data Structures
3 14 (12.84%) Algorithms
4 13 (11.93%) 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 65 (59.63%) Agile Software Development
2 61 (55.96%) Analytics
3 47 (43.12%) Open Source
4 42 (38.53%) Continuous Integration
4 42 (38.53%) MapReduce
5 37 (33.94%) Machine Learning
6 31 (28.44%) DevOps
7 28 (25.69%) Test Automation
8 22 (20.18%) Data Acquisition
8 22 (20.18%) Data Analytics
8 22 (20.18%) Microservices
8 22 (20.18%) OO
9 21 (19.27%) Data Migration
9 21 (19.27%) Migration
10 18 (16.51%) Visualisation
11 17 (15.60%) TDD
12 16 (14.68%) Data Visualisation
13 14 (12.84%) Scrum
13 14 (12.84%) SOA
14 11 (10.09%) Mentoring
Programming Languages
1 85 (77.98%) Java
2 58 (53.21%) Python
3 54 (49.54%) 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
1 7 (6.42%) Docker
2 5 (4.59%) Virtual Machines
2 5 (4.59%) VirtualBox
3 3 (2.75%) Apache Flume
4 2 (1.83%) Active Directory
5 1 (0.92%) HDFS
Systems Management
1 3 (2.75%) Ansible
2 2 (1.83%) Puppet
3 1 (0.92%) Graphite
3 1 (0.92%) Kibana
3 1 (0.92%) logstash
3 1 (0.92%) Mesos
3 1 (0.92%) Oozie
3 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
Empiric
Salary: From £65,000 to £70,000 per annum
Posted: 3 days ago
London
Empiric
Salary: From £50,000 to £70,000 per annum
Posted: 3 days ago
Norwich, Norfolk
I4 Recruitment
Salary: £30k - 45k per year
Posted: 6 days ago
West London
Opus Resourcing Ltd
Salary: £45000 - £60000 per annum + Bens + Bonus to 10%
Posted: 5 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: 5 days ago
City, London
Hotels.com
Salary: Competitive
Posted: 17 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 19 days ago