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

Amazon Elastic MapReduce (Amazon EMR)
UK
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 821 897 912
Rank change year-on-year +76 +15  
Permanent jobs citing Amazon EMR 37 57 66
As % of all permanent IT jobs advertised in the UK 0.043% 0.055% 0.061%
As % of the Cloud Services category 0.30% 0.49% 0.73%
Number of salaries quoted 31 37 55
Median salary £90,000 £75,000 £62,500
Median salary % change year-on-year +20.00% +20.00%  
90% offered a salary of more than £55,000 £47,500 £47,500
10% offered a salary of more than £115,000 £89,000 £80,000
UK excluding London median salary £32,500 £35,000 £62,500
% change year-on-year -7.14% -44.00%  

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 12535 11697 9038
As % of all permanent IT job vacancies advertised in the UK 14.71% 11.25% 8.36%
Number of salaries quoted 10462 9816 7185
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £30,764 £31,000 £30,000
10% offered a salary of more than £77,500 £72,500 £78,500
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 28 March 2017.

Salary histogram for Amazon EMR in the UK

Amazon EMR
Top 9 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 28 March 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 +87 37 £90,000 +20.00% 6
London +72 32 £90,000 +16.12% 6
City of London +37 8 £90,000 +12.50% 2
Westminster - 5 £90,000 -
Manchester - 2 - -
Bristol - 2 £31,652 -
North West - 2 - -
South West - 2 £31,652 -
Salford - 1 - -

Amazon EMR
Top 30 Co-occurring IT Skills

For the 6 months to 28 March 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 82 (100.00%) Amazon AWS
2 67 (81.71%) Big Data
3 45 (54.88%) Amazon S3
4 44 (53.66%) Apache Spark
5 41 (50.00%) Hadoop
5 41 (50.00%) Java
6 38 (46.34%) Python
6 38 (46.34%) Amazon EC2
7 35 (42.68%) Agile Software Development
8 33 (40.24%) Scala
8 33 (40.24%) Amazon Redshift
9 32 (39.02%) Analytics
9 32 (39.02%) Web Services
10 30 (36.59%) Machine Learning
11 26 (31.71%) Amazon Kinesis
12 24 (29.27%) MapReduce
13 22 (26.83%) Amazon DynamoDB
14 20 (24.39%) NoSQL
14 20 (24.39%) SQL
15 19 (23.17%) Finance
15 19 (23.17%) MongoDB
16 18 (21.95%) Data Analytics
16 18 (21.95%) Continuous Integration
17 17 (20.73%) Algorithms
18 16 (19.51%) Computer Science
18 16 (19.51%) ETL
19 15 (18.29%) Apache
19 15 (18.29%) Data Warehouse
19 15 (18.29%) Amazon RDS
20 14 (17.07%) Jenkins

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 44 (53.66%) Apache Spark
2 15 (18.29%) Apache
3 9 (10.98%) Apache Pig
4 8 (9.76%) Apache Solr
4 8 (9.76%) Elasticsearch
5 2 (2.44%) JBoss
5 2 (2.44%) Mule
5 2 (2.44%) SAS
5 2 (2.44%) Tomcat
Applications
1 8 (9.76%) MS Excel
2 2 (2.44%) SPSS
3 1 (1.22%) EViews
3 1 (1.22%) Stata
Cloud Services
1 82 (100.00%) Amazon AWS
2 45 (54.88%) Amazon S3
3 38 (46.34%) Amazon EC2
4 26 (31.71%) Amazon Kinesis
5 11 (13.41%) AWS Lambda
6 9 (10.98%) Amazon SQS
6 9 (10.98%) Route 53
7 8 (9.76%) Amazon ELB
7 8 (9.76%) Virtual Private Cloud
8 7 (8.54%) AWS Elastic Beanstalk
9 4 (4.88%) AWS Data Pipeline
9 4 (4.88%) Cloud Computing
10 3 (3.66%) Microsoft Azure
11 1 (1.22%) AWS CloudFormation
11 1 (1.22%) CloudFront
11 1 (1.22%) GitHub
11 1 (1.22%) Google Analytics
11 1 (1.22%) Google Cloud Platform
Communications & Networking
1 6 (7.32%) Internet
2 1 (1.22%) BGP
2 1 (1.22%) DNS
2 1 (1.22%) HTTP
2 1 (1.22%) IPsec
2 1 (1.22%) TCP/IP
2 1 (1.22%) VPN
Database & Business Intelligence
1 67 (81.71%) Big Data
2 41 (50.00%) Hadoop
3 33 (40.24%) Amazon Redshift
4 22 (26.83%) Amazon DynamoDB
5 20 (24.39%) NoSQL
6 19 (23.17%) MongoDB
7 15 (18.29%) Amazon RDS
7 15 (18.29%) Data Warehouse
8 14 (17.07%) Apache Hive
8 14 (17.07%) PostgreSQL
9 12 (14.63%) MySQL
10 9 (10.98%) Redis
11 8 (9.76%) SQL Server
12 6 (7.32%) Data Mining
12 6 (7.32%) Impala
12 6 (7.32%) Mahout
12 6 (7.32%) Relational Database
13 5 (6.10%) Neo4j
14 3 (3.66%) Data Lake
15 2 (2.44%) HBase
Development Applications
1 14 (17.07%) Jenkins
2 10 (12.20%) Git (software)
3 5 (6.10%) Vagrant
3 5 (6.10%) Yeoman
4 2 (2.44%) Maven
5 1 (1.22%) Atlassian Bamboo
5 1 (1.22%) Gradle
5 1 (1.22%) Spock
5 1 (1.22%) Talend Open Studio
General
1 19 (23.17%) Finance
2 14 (17.07%) Games
3 9 (10.98%) Retail
4 3 (3.66%) Banking
4 3 (3.66%) Legal
4 3 (3.66%) Manufacturing
4 3 (3.66%) Music Industry
4 3 (3.66%) Telecoms
5 2 (2.44%) Marketing
Job Titles
1 22 (26.83%) Data Engineer
2 19 (23.17%) Architect
2 19 (23.17%) Data Architect
3 18 (21.95%) Big Data Architect
4 14 (17.07%) Big Data Engineer
5 10 (12.20%) AWS Architect
5 10 (12.20%) Developer
5 10 (12.20%) DevOps Engineer
5 10 (12.20%) Hadoop Architect
6 7 (8.54%) AWS Engineer
7 6 (7.32%) Data Scientist
7 6 (7.32%) Data Warehouse Architect
7 6 (7.32%) Java Developer
7 6 (7.32%) Scala Developer
7 6 (7.32%) Senior Developer
7 6 (7.32%) Senior Scala Developer
8 5 (6.10%) Apache Spark Developer
8 5 (6.10%) Java Scala Developer
8 5 (6.10%) Senior Java Developer
8 5 (6.10%) Software Engineer
Libraries, Frameworks & Software Standards
1 32 (39.02%) Web Services
2 14 (17.07%) Kafka
3 9 (10.98%) Lambda Expressions
4 6 (7.32%) D3.js
4 6 (7.32%) Natural Language Processing
4 6 (7.32%) scikit-learn
4 6 (7.32%) SciPy
5 5 (6.10%) AngularJS
5 5 (6.10%) Cascalog
5 5 (6.10%) Pandas
6 4 (4.88%) .NET
7 3 (3.66%) ASP.NET Web API
8 2 (2.44%) Apache CXF
8 2 (2.44%) AppFabric
8 2 (2.44%) Dapper ORM
8 2 (2.44%) Entity Framework
8 2 (2.44%) Node.js
8 2 (2.44%) NumPy
8 2 (2.44%) RabbitMQ
8 2 (2.44%) REST
Miscellaneous
1 17 (20.73%) Algorithms
2 16 (19.51%) Computer Science
3 14 (17.07%) Analytical Skills
4 6 (7.32%) Online Games
5 3 (3.66%) Data Structures
6 2 (2.44%) Digital Media
6 2 (2.44%) iPad
7 1 (1.22%) Clustering
7 1 (1.22%) Fintech
7 1 (1.22%) Hedge funds
7 1 (1.22%) Management Information System
Operating Systems
1 10 (12.20%) Unix
2 9 (10.98%) Linux
3 2 (2.44%) Windows
4 1 (1.22%) Ubuntu
Processes & Methodologies
1 35 (42.68%) Agile Software Development
2 32 (39.02%) Analytics
3 30 (36.59%) Machine Learning
4 24 (29.27%) MapReduce
5 18 (21.95%) Continuous Integration
5 18 (21.95%) Data Analytics
6 16 (19.51%) ETL
7 13 (15.85%) DevOps
7 13 (15.85%) Scrum
8 12 (14.63%) Open Source
9 11 (13.41%) Business Intelligence
9 11 (13.41%) Visualisation
10 10 (12.20%) Data Modelling
10 10 (12.20%) Data Visualisation
10 10 (12.20%) Mentoring
10 10 (12.20%) TDD
11 9 (10.98%) BDD
12 8 (9.76%) Data Architecture
13 7 (8.54%) Dimensional Modelling
13 7 (8.54%) Unit Testing
Programming Languages
1 41 (50.00%) Java
2 38 (46.34%) Python
3 33 (40.24%) Scala
4 20 (24.39%) SQL
5 10 (12.20%) R
6 9 (10.98%) Clojure
7 5 (6.10%) Bash Shell
7 5 (6.10%) C#
7 5 (6.10%) Cypher
7 5 (6.10%) Go
7 5 (6.10%) JavaScript
7 5 (6.10%) Ruby
7 5 (6.10%) VBA
8 3 (3.66%) Haskell
9 1 (1.22%) CoffeeScript
9 1 (1.22%) F#
9 1 (1.22%) PHP
Qualifications
1 12 (14.63%) Degree
2 5 (6.10%) PhD
3 1 (1.22%) Sun Certification
Quality Assurance & Compliance
1 5 (6.10%) ISO/IEC 27001
2 1 (1.22%) Data Quality
2 1 (1.22%) Sarbanes-Oxley
System Software
1 8 (9.76%) Docker
2 5 (6.10%) Virtual Machines
2 5 (6.10%) VirtualBox
3 3 (3.66%) Apache Flume
4 2 (2.44%) Apache ZooKeeper
4 2 (2.44%) HDFS
Systems Management
1 12 (14.63%) Ansible
2 7 (8.54%) Opscode Chef
3 4 (4.88%) Puppet
4 2 (2.44%) Oozie
5 1 (1.22%) Graphite
5 1 (1.22%) Kibana
5 1 (1.22%) logstash
5 1 (1.22%) Mesos
Vendors
1 12 (14.63%) Google
1 12 (14.63%) Oracle
2 10 (12.20%) Microsoft
3 8 (9.76%) Netezza
4 7 (8.54%) Sun
5 6 (7.32%) IBM
6 4 (4.88%) Tableau
7 2 (2.44%) Cognos
7 2 (2.44%) MicroStrategy
8 1 (1.22%) Cloudera
8 1 (1.22%) Cognizant
8 1 (1.22%) Informatica
8 1 (1.22%) Talend
8 1 (1.22%) Teradata
8 1 (1.22%) Vertica
City, London
The Datawarehousing Company
Salary: £55,000 per annum
Posted: Yesterday
London
Accenture
Salary: From £40,000 to £47,000 per annum
Posted: 4 days ago
London
Computer Futures
Salary: £50000 - £70000 per annum + competitive
Posted: 18 days ago
London
ABILITY Resorucing Ltd
Salary: £55000 - £75000 per annum
Posted: 14 days ago
London, UK
Ticketmaster
Salary: Competitive
Posted: 20 days ago
City, London
Accenture
Salary: Competitive
Posted: 20 days ago