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 May 2017 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
UK
3 months to
26 May 2017
Same period 2016 Same period 2015
Rank 851 884 910
Rank change year-on-year +33 +26  
Permanent jobs citing Amazon EMR 36 41 63
As % of all permanent IT jobs advertised in the UK 0.041% 0.042% 0.059%
As % of the Cloud Services category 0.25% 0.36% 0.67%
Number of salaries quoted 31 37 41
Median salary £84,000 £80,000 £67,500
Median salary % change year-on-year +5.00% +18.51%  
90% offered a salary of more than £39,000 £47,500 £54,000
10% offered a salary of more than £90,500 £120,000 £95,000
UK excluding London median salary £84,000 £68,750 £57,000
% change year-on-year +22.18% +20.61%  

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 14440 11506 9342
As % of all permanent IT job vacancies advertised in the UK 16.48% 11.71% 8.72%
Number of salaries quoted 12000 9704 7481
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 £30,000
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £45,000 £45,000 £45,000

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 May 2017.

Salary histogram for Amazon EMR in the UK

Amazon EMR
Top 15 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 May 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 +60 36 £84,000 +5.00% 16
London +31 20 £90,000 +12.50% 13
Manchester - 9 £30,000 - 2
North West - 9 £30,000 - 2
City of London +15 6 £90,000 +12.50% 4
South East +53 5 £84,000 +60.00% 1
Kidlington - 5 £84,000 -
Oxfordshire - 5 £84,000 - 1
Oxford - 5 £84,000 - 1
Westminster - 4 £90,000 -
East of England +2 2 £80,000 -
Cambridgeshire - 1 £80,000 -
Bedfordshire - 1 - -
Luton - 1 - -
Cambridge - 1 £80,000 -

For the 6 months to 26 May 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 73 (100.00%) Amazon AWS
2 53 (72.60%) Big Data
3 51 (69.86%) Java
4 49 (67.12%) Apache Spark
5 43 (58.90%) Python
6 41 (56.16%) Agile Software Development
7 36 (49.32%) Scala
8 35 (47.95%) Hadoop
8 35 (47.95%) Analytics
9 32 (43.84%) Machine Learning
10 29 (39.73%) Amazon EC2
10 29 (39.73%) Web Services
11 28 (38.36%) MapReduce
12 27 (36.99%) SQL
12 27 (36.99%) Apache
13 26 (35.62%) Amazon S3
13 26 (35.62%) Amazon Redshift
14 22 (30.14%) Open Source
15 21 (28.77%) Continuous Integration
16 19 (26.03%) Amazon DynamoDB
17 18 (24.66%) Computer Science
18 17 (23.29%) Linux
19 16 (21.92%) TDD
19 16 (21.92%) Visualisation
20 15 (20.55%) Clojure
20 15 (20.55%) MongoDB
20 15 (20.55%) NoSQL
20 15 (20.55%) Apache Solr
20 15 (20.55%) Data Visualisation
20 15 (20.55%) Degree

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 49 (67.12%) Apache Spark
2 27 (36.99%) Apache
3 15 (20.55%) Apache Solr
4 12 (16.44%) Elasticsearch
5 11 (15.07%) Apache Pig
6 7 (9.59%) Tomcat
7 5 (6.85%) Jetty
7 5 (6.85%) nginx
8 4 (5.48%) SAS
9 2 (2.74%) JBoss
9 2 (2.74%) Mule
9 2 (2.74%) WebLogic
9 2 (2.74%) WebSphere
Applications
1 5 (6.85%) Microsoft Excel
2 2 (2.74%) SPSS
3 1 (1.37%) EViews
Cloud Services
1 73 (100.00%) Amazon AWS
2 29 (39.73%) Amazon EC2
3 26 (35.62%) Amazon S3
4 14 (19.18%) Amazon Kinesis
5 10 (13.70%) AWS Lambda
6 8 (10.96%) Amazon SQS
7 4 (5.48%) Microsoft Azure
8 3 (4.11%) AWS CloudFormation
8 3 (4.11%) Cloud Computing
8 3 (4.11%) Route 53
9 2 (2.74%) AWS Data Pipeline
9 2 (2.74%) CloudFront
9 2 (2.74%) Google Cloud Platform
10 1 (1.37%) Amazon CloudWatch
10 1 (1.37%) GitHub
10 1 (1.37%) Google Analytics
10 1 (1.37%) Virtual Private Cloud
Communications & Networking
1 5 (6.85%) HTTP
2 2 (2.74%) LDAP
2 2 (2.74%) SSL
3 1 (1.37%) BGP
3 1 (1.37%) DNS
3 1 (1.37%) IPsec
3 1 (1.37%) TCP/IP
3 1 (1.37%) VPN
Database & Business Intelligence
1 53 (72.60%) Big Data
2 35 (47.95%) Hadoop
3 26 (35.62%) Amazon Redshift
4 19 (26.03%) Amazon DynamoDB
5 15 (20.55%) MongoDB
5 15 (20.55%) NoSQL
6 14 (19.18%) Amazon RDS
6 14 (19.18%) PostgreSQL
7 13 (17.81%) MySQL
8 12 (16.44%) Apache Hive
9 10 (13.70%) Redis
9 10 (13.70%) SQL Server
10 9 (12.33%) Data Warehouse
11 7 (9.59%) Mahout
12 6 (8.22%) Data Mining
12 6 (8.22%) Impala
12 6 (8.22%) Neo4j
13 5 (6.85%) HBase
13 5 (6.85%) Relational Database
13 5 (6.85%) Text Mining
Development Applications
1 13 (17.81%) Git (software)
2 7 (9.59%) Gradle
3 6 (8.22%) Selenium
4 5 (6.85%) Jenkins
4 5 (6.85%) Subversion
4 5 (6.85%) Vagrant
4 5 (6.85%) Yeoman
5 2 (2.74%) Spock
5 2 (2.74%) Talend Open Studio
6 1 (1.37%) Atlassian Bamboo
General
1 13 (17.81%) Finance
2 5 (6.85%) Publishing
3 3 (4.11%) Banking
3 3 (4.11%) Manufacturing
3 3 (4.11%) Retail
3 3 (4.11%) Telecoms
4 1 (1.37%) Games
4 1 (1.37%) Marketing
Job Titles
1 21 (28.77%) Data Engineer
2 14 (19.18%) Developer
3 12 (16.44%) Architect
4 11 (15.07%) Data Architect
5 10 (13.70%) Big Data Architect
5 10 (13.70%) Java Developer
6 9 (12.33%) Scala Developer
7 8 (10.96%) Apache Spark Developer
7 8 (10.96%) Big Data Engineer
7 8 (10.96%) C# Developer
7 8 (10.96%) Hadoop Architect
7 8 (10.96%) Java Scala Developer
8 7 (9.59%) Data Scientist
9 6 (8.22%) AWS Architect
9 6 (8.22%) Software Engineer
10 5 (6.85%) Development Manager
10 5 (6.85%) Java Development Manager
10 5 (6.85%) Junior C# Developer
10 5 (6.85%) Junior Developer
10 5 (6.85%) Solutions Architect
Libraries, Frameworks & Software Standards
1 29 (39.73%) Web Services
2 12 (16.44%) .NET
2 12 (16.44%) Kafka
2 12 (16.44%) Natural Language Processing
3 9 (12.33%) Lambda Expressions
4 8 (10.96%) AngularJS
4 8 (10.96%) scikit-learn
5 6 (8.22%) D3.js
5 6 (8.22%) Elastic Stack
5 6 (8.22%) RESTful
5 6 (8.22%) SciPy
6 5 (6.85%) Cascalog
6 5 (6.85%) Lucene
6 5 (6.85%) Pandas
7 4 (5.48%) HTML
8 3 (4.11%) ASP.NET Web API
8 3 (4.11%) Spring
9 2 (2.74%) Dapper ORM
9 2 (2.74%) React
9 2 (2.74%) TensorFlow
Miscellaneous
1 18 (24.66%) Computer Science
2 15 (20.55%) Algorithms
3 14 (19.18%) Analytical Skills
4 12 (16.44%) Data Structures
5 5 (6.85%) Linked Data
6 3 (4.11%) Digital Media
7 2 (2.74%) Greenfield Project
7 2 (2.74%) iPad
8 1 (1.37%) Fintech
8 1 (1.37%) Foreign Exchange (FX)
8 1 (1.37%) Hedge funds
8 1 (1.37%) Mobile App
Operating Systems
1 17 (23.29%) Linux
2 7 (9.59%) Unix
3 2 (2.74%) Solaris
3 2 (2.74%) Windows
4 1 (1.37%) Ubuntu
Processes & Methodologies
1 41 (56.16%) Agile Software Development
2 35 (47.95%) Analytics
3 32 (43.84%) Machine Learning
4 28 (38.36%) MapReduce
5 22 (30.14%) Open Source
6 21 (28.77%) Continuous Integration
7 16 (21.92%) TDD
7 16 (21.92%) Visualisation
8 15 (20.55%) Data Visualisation
9 14 (19.18%) Data Analytics
9 14 (19.18%) Test Automation
10 12 (16.44%) Scrum
11 11 (15.07%) Data Acquisition
11 11 (15.07%) Mentoring
11 11 (15.07%) OO
12 9 (12.33%) BDD
13 8 (10.96%) DevOps
14 7 (9.59%) Data Analysis
14 7 (9.59%) ETL
14 7 (9.59%) Unit Testing
Programming Languages
1 51 (69.86%) Java
2 43 (58.90%) Python
3 36 (49.32%) Scala
4 27 (36.99%) SQL
5 15 (20.55%) Clojure
6 12 (16.44%) C#
7 11 (15.07%) JavaScript
7 11 (15.07%) R
8 10 (13.70%) Bash Shell
9 9 (12.33%) Haskell
9 9 (12.33%) Ruby
10 6 (8.22%) C++
11 5 (6.85%) Cypher
11 5 (6.85%) VBA
12 2 (2.74%) Perl
12 2 (2.74%) PHP
13 1 (1.37%) CoffeeScript
13 1 (1.37%) F#
13 1 (1.37%) Go
Qualifications
1 15 (20.55%) Degree
2 5 (6.85%) PhD
3 3 (4.11%) Master's Degree
4 2 (2.74%) Sun Certification
Quality Assurance & Compliance
1 2 (2.74%) Data Quality
1 2 (2.74%) GCP
1 2 (2.74%) ISO/IEC 27001
2 1 (1.37%) Sarbanes-Oxley
System Software
1 8 (10.96%) Docker
2 6 (8.22%) Apache ZooKeeper
3 5 (6.85%) Virtual Machines
3 5 (6.85%) VirtualBox
4 3 (4.11%) Apache Flume
5 2 (2.74%) Active Directory
6 1 (1.37%) HDFS
Systems Management
1 6 (8.22%) Ansible
2 2 (2.74%) Puppet
3 1 (1.37%) Graphite
3 1 (1.37%) Kibana
3 1 (1.37%) logstash
3 1 (1.37%) Mesos
3 1 (1.37%) Oozie
3 1 (1.37%) Opscode Chef
Vendors
1 13 (17.81%) Google
2 12 (16.44%) Microsoft
3 7 (9.59%) Oracle
3 7 (9.59%) Sun
4 6 (8.22%) Tableau
5 5 (6.85%) IBM
5 5 (6.85%) Netezza
6 4 (5.48%) Teradata
7 3 (4.11%) Cloudera
7 3 (4.11%) Vertica
8 2 (2.74%) Greenplum
8 2 (2.74%) Hortonworks
8 2 (2.74%) Informatica
8 2 (2.74%) MapR
8 2 (2.74%) Talend
9 1 (1.37%) MicroStrategy
City, London
ANSON MCCADE
Salary: £45,000 - circa £110,000
Posted: Yesterday
London
Cognizant
Salary: Competitive + Benefits
Posted: 17 hours ago
London
Cognizant
Salary: Competitive + Benefits
Posted: 15 hours ago
London
Cognizant
Salary: Competitive + Benefits
Posted: 16 hours ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: Yesterday
City, London
The Datawarehouse Company
Salary: Up to £60,000 per annum + outstanding benefits incl 35 days holiday se
Posted: 3 days ago
City, London
Accenture
Salary: From £40,000 to £47,000 per annum
Posted: 2 days ago
Manchester, Lancashire
Venturi
Salary: £25000 - £35000 per annum + full benefits
Posted: 6 days ago
South West London
set2recruit
Salary: From £45,000 to £60,000 per annum
Posted: 6 days ago
West London
Opus Resourcing Ltd
Salary: £45000 - £60000 per annum + Bens + Bonus to 10%
Posted: 6 days ago
Manchester
Venturi
Salary: £35000 - £45000.00 per annum + full benefits
Posted: 21 days ago