The table below looks at the statistics for Amazon EMR skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Amazon EMR over the 3 months to 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Amazon Elastic MapReduce (Amazon EMR)
England / London
Rank 560 616 636
Rank change year-on-year
+56 +20
Permanent jobs citing Amazon EMR 30 23 27
As % of all permanent IT jobs located in London 0.089% 0.057% 0.065%
As % of the Cloud Services category 0.56% 0.46% 0.65%
Number of salaries quoted 26 22 23
Median salary £67,500 £47,500 £60,000
Median salary % change year-on-year
+42.10% -20.83%
90% offered a salary of more than £61,000 £47,500 £50,000
10% offered a salary of more than £111,500 £85,000 £62,500
UK excluding London median salary £51,250 £35,000 £61,250
% change year-on-year
+46.42% -42.85%

The following table is for comparison with the above and provides statistics for the entire Cloud Services category in permanent jobs advertised in the London region.

Cloud Services Category
London
Permanent IT job ads with a match in the
Cloud Services category
5382 5014 4166
As % of all permanent IT jobs located in London 15.91% 12.36% 9.98%
Number of salaries quoted 4546 4334 3419
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £82,500 £75,500 £85,000
UK excluding London median salary £45,000 £45,000 £45,000

Amazon EMR
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Amazon EMR as a proportion of all IT jobs with a match in the Cloud Services category.

Amazon EMR Jobs Demand Trend in London

Amazon EMR
Salary Trend in London

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

Amazon EMR Salary Trend in London

Amazon EMR
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Amazon EMR across the London region over the 3 months to 20 February 2017.

Amazon EMR Salary Histogram in London

Amazon EMR
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EMR within the London region over the 3 months to 20 February 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
City of London +39 4 £88,750 +54.34% 3
Westminster - 2 £90,000 -
Amazon EMR
England

Amazon EMR
Top 30 Related IT Skills in London

For the 6 months to 20 February 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 London region with a requirement for Amazon EMR.

1 92 (100.00%) Amazon AWS
2 72 (78.26%) Big Data
3 56 (60.87%) Amazon EC2
4 55 (59.78%) Amazon S3
5 44 (47.83%) Amazon Redshift
5 44 (47.83%) Web Services
6 43 (46.74%) Hadoop
7 40 (43.48%) Apache Spark
8 35 (38.04%) Python
9 34 (36.96%) Agile Software Development
10 32 (34.78%) Analytics
10 32 (34.78%) Machine Learning
11 31 (33.70%) MapReduce
12 29 (31.52%) ETL
12 29 (31.52%) Java
13 27 (29.35%) MongoDB
14 26 (28.26%) Scala
14 26 (28.26%) SQL
15 25 (27.17%) Data Warehouse
15 25 (27.17%) Continuous Integration
16 24 (26.09%) NoSQL
17 23 (25.00%) Games
17 23 (25.00%) Amazon Kinesis
18 21 (22.83%) Retail
18 21 (22.83%) Amazon DynamoDB
19 20 (21.74%) DevOps
19 20 (21.74%) Finance
20 19 (20.65%) Jenkins
20 19 (20.65%) Apache Hive
21 18 (19.57%) R

Amazon EMR
Top Related IT Skills in London 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 40 (43.48%) Apache Spark
2 18 (19.57%) Apache
3 12 (13.04%) Apache Pig
4 9 (9.78%) SAS
5 4 (4.35%) Apache Solr
5 4 (4.35%) Elasticsearch
6 2 (2.17%) JBoss
6 2 (2.17%) Tomcat
Applications
1 9 (9.78%) SPSS
2 4 (4.35%) MS Excel
3 3 (3.26%) Stata
4 1 (1.09%) EViews
Cloud Services
1 92 (100.00%) Amazon AWS
2 56 (60.87%) Amazon EC2
3 55 (59.78%) Amazon S3
4 23 (25.00%) Amazon Kinesis
5 16 (17.39%) Virtual Private Cloud
6 13 (14.13%) Amazon ELB
7 12 (13.04%) Route 53
8 11 (11.96%) AWS Elastic Beanstalk
9 10 (10.87%) Amazon SQS
9 10 (10.87%) Cloud Computing
10 5 (5.43%) Microsoft Azure
11 4 (4.35%) AWS Data Pipeline
11 4 (4.35%) Google Cloud Platform
12 3 (3.26%) AWS Lambda
13 1 (1.09%) GitHub
13 1 (1.09%) Google Analytics
Communications & Networking
1 11 (11.96%) Internet
2 1 (1.09%) BGP
2 1 (1.09%) DNS
2 1 (1.09%) HTTPS
2 1 (1.09%) IPsec
2 1 (1.09%) TCP/IP
2 1 (1.09%) VPN
Database & Business Intelligence
1 72 (78.26%) Big Data
2 44 (47.83%) Amazon Redshift
3 43 (46.74%) Hadoop
4 27 (29.35%) MongoDB
5 25 (27.17%) Data Warehouse
6 24 (26.09%) NoSQL
7 21 (22.83%) Amazon DynamoDB
8 19 (20.65%) Apache Hive
9 13 (14.13%) PostgreSQL
10 12 (13.04%) Relational Database
11 10 (10.87%) Amazon RDS
11 10 (10.87%) RDBMS
11 10 (10.87%) SQL Server
12 9 (9.78%) Redis
13 8 (8.70%) MySQL
13 8 (8.70%) SQL Server 2008
14 7 (7.61%) Mahout
14 7 (7.61%) Sqoop
15 6 (6.52%) HBase
15 6 (6.52%) Impala
Development Applications
1 19 (20.65%) Jenkins
2 10 (10.87%) Git (software)
3 5 (5.43%) Talend Open Studio
3 5 (5.43%) Vagrant
3 5 (5.43%) Yeoman
4 2 (2.17%) Maven
5 1 (1.09%) Atlassian Bamboo
General
1 23 (25.00%) Games
2 21 (22.83%) Retail
3 20 (21.74%) Finance
4 7 (7.61%) Marketing
5 4 (4.35%) Banking
5 4 (4.35%) Manufacturing
5 4 (4.35%) Telecoms
6 3 (3.26%) Music Industry
7 1 (1.09%) Advertising
Job Titles
1 32 (34.78%) Architect
1 32 (34.78%) Data Architect
2 28 (30.43%) Big Data Architect
3 17 (18.48%) Data Engineer
4 16 (17.39%) AWS Architect
5 14 (15.22%) DevOps Engineer
6 13 (14.13%) Big Data Engineer
7 12 (13.04%) Developer
7 12 (13.04%) Hadoop Architect
8 11 (11.96%) Data Warehouse Architect
9 7 (7.61%) .NET Developer
9 7 (7.61%) Consultant
10 6 (6.52%) Data Consultant
10 6 (6.52%) Data Scientist
10 6 (6.52%) Full Stack Developer
11 5 (5.43%) Analytics Manager
11 5 (5.43%) Data Manager
12 4 (4.35%) Data Analytics Manager
12 4 (4.35%) Senior Consultant
12 4 (4.35%) Senior Manager
Libraries, Frameworks & Software Standards
1 44 (47.83%) Web Services
2 17 (18.48%) Kafka
3 11 (11.96%) AngularJS
4 9 (9.78%) .NET
4 9 (9.78%) ASP.NET Web API
5 8 (8.70%) .NET Framework
5 8 (8.70%) Dapper ORM
5 8 (8.70%) Entity Framework
5 8 (8.70%) Node.js
6 7 (7.61%) React
7 6 (6.52%) ASP.NET Web Forms
7 6 (6.52%) D3.js
7 6 (6.52%) Google Maps API
7 6 (6.52%) jQuery
7 6 (6.52%) scikit-learn
7 6 (6.52%) SciPy
8 5 (5.43%) Cascalog
8 5 (5.43%) Lambda Expressions
8 5 (5.43%) Natural Language Processing
8 5 (5.43%) Pandas
Miscellaneous
1 15 (16.30%) Algorithms
2 13 (14.13%) Analytical Skills
3 11 (11.96%) Computer Science
3 11 (11.96%) Online Games
4 4 (4.35%) Management Information System
5 3 (3.26%) Data Structures
5 3 (3.26%) Replication
6 1 (1.09%) Clustering
6 1 (1.09%) Digital Media
Operating Systems
1 16 (17.39%) Linux
2 8 (8.70%) Unix
3 4 (4.35%) Windows
4 1 (1.09%) Ubuntu
Processes & Methodologies
1 34 (36.96%) Agile Software Development
2 32 (34.78%) Analytics
2 32 (34.78%) Machine Learning
3 31 (33.70%) MapReduce
4 29 (31.52%) ETL
5 25 (27.17%) Continuous Integration
6 20 (21.74%) DevOps
7 15 (16.30%) BDD
7 15 (16.30%) Business Intelligence
7 15 (16.30%) TDD
8 14 (15.22%) Dimensional Modelling
8 14 (15.22%) Open Source
9 13 (14.13%) Data Analytics
9 13 (14.13%) Data Architecture
9 13 (14.13%) Unit Testing
10 12 (13.04%) Data Modelling
10 12 (13.04%) E-Commerce
11 11 (11.96%) Translating Business Requirements
12 10 (10.87%) Change Management
12 10 (10.87%) Load Testing
Programming Languages
1 35 (38.04%) Python
2 29 (31.52%) Java
3 26 (28.26%) Scala
3 26 (28.26%) SQL
4 18 (19.57%) R
5 11 (11.96%) JavaScript
6 9 (9.78%) C#
7 5 (5.43%) Bash Shell
7 5 (5.43%) Clojure
7 5 (5.43%) Cypher
7 5 (5.43%) Go
7 5 (5.43%) Perl
7 5 (5.43%) PHP
7 5 (5.43%) VBA
8 3 (3.26%) Ruby
9 1 (1.09%) CoffeeScript
9 1 (1.09%) F#
Qualifications
1 7 (7.61%) Degree
2 4 (4.35%) PhD
Quality Assurance & Compliance
1 1 (1.09%) Data Quality
1 1 (1.09%) ISO/IEC 27001
1 1 (1.09%) Sarbanes-Oxley
System Software
1 8 (8.70%) Docker
2 7 (7.61%) Apache Flume
3 5 (5.43%) Virtual Machines
3 5 (5.43%) VirtualBox
4 3 (3.26%) HDFS
5 2 (2.17%) Apache ZooKeeper
6 1 (1.09%) GPFS
Systems Management
1 18 (19.57%) Opscode Chef
2 13 (14.13%) Ansible
3 7 (7.61%) Puppet
4 1 (1.09%) Graphite
4 1 (1.09%) Kibana
4 1 (1.09%) logstash
4 1 (1.09%) Mesos
4 1 (1.09%) Oozie
Vendors
1 14 (15.22%) Google
1 14 (15.22%) Microsoft
1 14 (15.22%) Oracle
2 8 (8.70%) Netezza
3 6 (6.52%) Facebook
4 5 (5.43%) Talend
5 4 (4.35%) Hitachi
5 4 (4.35%) Sun
6 3 (3.26%) IBM
6 3 (3.26%) SAP
6 3 (3.26%) Tableau
7 2 (2.17%) Cognos
7 2 (2.17%) Informatica
7 2 (2.17%) MicroStrategy
7 2 (2.17%) Teradata
8 1 (1.09%) Cloudera
8 1 (1.09%) Greenplum
8 1 (1.09%) Vertica
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 4 days ago
City, London
GTA
Posted: 13 days ago
City, London
CognitionX
Salary: From £75,000 to £140,000 per annum
Posted: 24 days ago