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 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Amazon Elastic MapReduce (Amazon EMR)
England / London
Rank 545 626 636
Rank change year-on-year
+81 +10
Permanent jobs citing Amazon EMR 29 20 8
As % of all permanent IT jobs located in London 0.087% 0.049% 0.019%
As % of the Cloud Services category 0.56% 0.42% 0.21%
Number of salaries quoted 29 19 3
Median salary £77,500 £57,500 £80,000
Median salary % change year-on-year
+34.78% -28.12%
90% offered a salary of more than £57,500 £47,500 £60,000
10% offered a salary of more than £90,000 £100,000 £86,000
UK excluding London median salary £52,500 £60,000 £46,250
% change year-on-year
-12.50% +29.72%

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
5147 4810 3814
As % of all permanent IT jobs located in London 15.38% 11.87% 9.24%
Number of salaries quoted 4419 4152 3165
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 £36,254 £35,000
10% offered a salary of more than £85,000 £77,500 £85,000
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -

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 January 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 January 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 +24 4 £85,000 +47.82% 2
Westminster - 2 £86,250 -
Amazon EMR
England

Amazon EMR
Top 30 Related IT Skills in London

For the 6 months to 20 January 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 99 (100.00%) Amazon AWS
2 79 (79.80%) Big Data
3 63 (63.64%) Amazon EC2
4 62 (62.63%) Amazon S3
5 54 (54.55%) Web Services
6 50 (50.51%) Amazon Redshift
7 48 (48.48%) Hadoop
8 38 (38.38%) Python
8 38 (38.38%) Apache Spark
9 36 (36.36%) Analytics
10 34 (34.34%) Games
11 33 (33.33%) Machine Learning
12 32 (32.32%) MapReduce
13 31 (31.31%) ETL
14 30 (30.30%) Continuous Integration
15 28 (28.28%) Agile Software Development
15 28 (28.28%) MongoDB
16 27 (27.27%) Scala
16 27 (27.27%) Jenkins
16 27 (27.27%) Amazon Kinesis
16 27 (27.27%) SQL
17 26 (26.26%) DevOps
18 25 (25.25%) Opscode Chef
19 24 (24.24%) NoSQL
19 24 (24.24%) Java
19 24 (24.24%) Retail
20 23 (23.23%) Virtual Private Cloud
21 22 (22.22%) Data Warehouse
22 20 (20.20%) Amazon ELB
22 20 (20.20%) 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 38 (38.38%) Apache Spark
2 16 (16.16%) Apache
3 13 (13.13%) Apache Pig
4 9 (9.09%) SAS
5 4 (4.04%) Elasticsearch
6 2 (2.02%) Apache Solr
6 2 (2.02%) JBoss
6 2 (2.02%) Tomcat
Applications
1 9 (9.09%) SPSS
2 3 (3.03%) Stata
Cloud Services
1 99 (100.00%) Amazon AWS
2 63 (63.64%) Amazon EC2
3 62 (62.63%) Amazon S3
4 27 (27.27%) Amazon Kinesis
5 23 (23.23%) Virtual Private Cloud
6 20 (20.20%) Amazon ELB
7 17 (17.17%) AWS Elastic Beanstalk
7 17 (17.17%) Route 53
8 10 (10.10%) Cloud Computing
9 8 (8.08%) Amazon SQS
10 7 (7.07%) Microsoft Azure
11 4 (4.04%) AWS Data Pipeline
11 4 (4.04%) Google Cloud Platform
12 1 (1.01%) AWS Lambda
12 1 (1.01%) GitHub
12 1 (1.01%) Google Analytics
Communications & Networking
1 13 (13.13%) Internet
2 1 (1.01%) HTTPS
Database & Business Intelligence
1 79 (79.80%) Big Data
2 50 (50.51%) Amazon Redshift
3 48 (48.48%) Hadoop
4 28 (28.28%) MongoDB
5 24 (24.24%) NoSQL
6 22 (22.22%) Data Warehouse
7 19 (19.19%) Amazon DynamoDB
7 19 (19.19%) Apache Hive
8 14 (14.14%) PostgreSQL
9 11 (11.11%) Relational Database
10 10 (10.10%) RDBMS
11 8 (8.08%) Mahout
12 7 (7.07%) Impala
12 7 (7.07%) MySQL
12 7 (7.07%) Redis
12 7 (7.07%) SQL Server
12 7 (7.07%) Sqoop
13 6 (6.06%) Neo4j
13 6 (6.06%) RavenDB
13 6 (6.06%) SQL Server 2008
Development Applications
1 27 (27.27%) Jenkins
2 9 (9.09%) Git (software)
3 6 (6.06%) Vagrant
3 6 (6.06%) Yeoman
4 5 (5.05%) Talend Open Studio
5 2 (2.02%) Maven
General
1 34 (34.34%) Games
2 24 (24.24%) Retail
3 19 (19.19%) Finance
4 9 (9.09%) Marketing
5 5 (5.05%) Banking
5 5 (5.05%) Manufacturing
5 5 (5.05%) Telecoms
6 3 (3.03%) Music Industry
7 1 (1.01%) Advertising
Job Titles
1 39 (39.39%) Architect
1 39 (39.39%) Data Architect
2 33 (33.33%) Big Data Architect
3 21 (21.21%) AWS Architect
4 20 (20.20%) DevOps Engineer
5 16 (16.16%) Big Data Engineer
6 15 (15.15%) Hadoop Architect
7 13 (13.13%) Data Engineer
7 13 (13.13%) Data Warehouse Architect
8 10 (10.10%) Developer
9 8 (8.08%) Consultant
10 7 (7.07%) .NET Developer
10 7 (7.07%) Data Consultant
10 7 (7.07%) Operations Engineer
11 6 (6.06%) Analytics Manager
11 6 (6.06%) Cloud Architect
11 6 (6.06%) Data Manager
11 6 (6.06%) Data Scientist
11 6 (6.06%) Full Stack Developer
12 5 (5.05%) Senior Analytics Manager
Libraries, Frameworks & Software Standards
1 54 (54.55%) Web Services
2 16 (16.16%) Kafka
3 9 (9.09%) AngularJS
4 8 (8.08%) Node.js
5 7 (7.07%) .NET
5 7 (7.07%) ASP.NET Web API
5 7 (7.07%) React
5 7 (7.07%) scikit-learn
5 7 (7.07%) SciPy
6 6 (6.06%) .NET Framework
6 6 (6.06%) ASP.NET Web Forms
6 6 (6.06%) Cascalog
6 6 (6.06%) D3.js
6 6 (6.06%) Dapper ORM
6 6 (6.06%) Entity Framework
6 6 (6.06%) Google Maps API
6 6 (6.06%) jQuery
6 6 (6.06%) Natural Language Processing
6 6 (6.06%) Pandas
7 4 (4.04%) NumPy
Miscellaneous
1 16 (16.16%) Algorithms
2 13 (13.13%) Analytical Skills
2 13 (13.13%) Online Games
3 9 (9.09%) Visualisation
4 8 (8.08%) Computer Science
5 6 (6.06%) Data Extraction
6 4 (4.04%) Management Information System
7 3 (3.03%) Replication
8 1 (1.01%) Clustering
8 1 (1.01%) Data Integration
8 1 (1.01%) Data Structures
8 1 (1.01%) Digital Media
8 1 (1.01%) Economics
8 1 (1.01%) Mathematics
8 1 (1.01%) Physics
8 1 (1.01%) Statistics
Operating Systems
1 14 (14.14%) Linux
2 11 (11.11%) Unix
3 4 (4.04%) Windows
Processes & Methodologies
1 36 (36.36%) Analytics
2 33 (33.33%) Machine Learning
3 32 (32.32%) MapReduce
4 31 (31.31%) ETL
5 30 (30.30%) Continuous Integration
6 28 (28.28%) Agile Software Development
7 26 (26.26%) DevOps
8 18 (18.18%) Business Intelligence
9 16 (16.16%) Change Management
9 16 (16.16%) Data Modelling
9 16 (16.16%) Dimensional Modelling
9 16 (16.16%) Load Testing
10 15 (15.15%) Open Source
11 14 (14.14%) E-Commerce
12 13 (13.13%) BDD
12 13 (13.13%) Data Analytics
12 13 (13.13%) Data Architecture
12 13 (13.13%) TDD
12 13 (13.13%) Translating Business Requirements
13 12 (12.12%) Unit Testing
Programming Languages
1 38 (38.38%) Python
2 27 (27.27%) Scala
2 27 (27.27%) SQL
3 24 (24.24%) Java
4 20 (20.20%) R
5 10 (10.10%) Go
6 9 (9.09%) JavaScript
7 7 (7.07%) C#
8 6 (6.06%) Bash Shell
8 6 (6.06%) Clojure
8 6 (6.06%) Cypher
8 6 (6.06%) VBA
9 5 (5.05%) Perl
9 5 (5.05%) PHP
10 1 (1.01%) CoffeeScript
10 1 (1.01%) F#
10 1 (1.01%) Ruby
Qualifications
1 5 (5.05%) PhD
2 3 (3.03%) Degree
Quality Assurance & Compliance
1 1 (1.01%) Data Quality
System Software
1 8 (8.08%) Docker
2 7 (7.07%) Apache Flume
3 6 (6.06%) Virtual Machines
3 6 (6.06%) VirtualBox
4 3 (3.03%) HDFS
5 1 (1.01%) Apache ZooKeeper
5 1 (1.01%) GPFS
Systems Management
1 25 (25.25%) Opscode Chef
2 15 (15.15%) Ansible
3 11 (11.11%) Puppet
4 1 (1.01%) Graphite
4 1 (1.01%) Kibana
4 1 (1.01%) logstash
4 1 (1.01%) Mesos
4 1 (1.01%) Oozie
Vendors
1 14 (14.14%) Oracle
2 10 (10.10%) Google
2 10 (10.10%) Netezza
3 8 (8.08%) Microsoft
4 6 (6.06%) Facebook
5 5 (5.05%) Talend
6 4 (4.04%) Hitachi
6 4 (4.04%) MicroStrategy
6 4 (4.04%) Tableau
7 3 (3.03%) IBM
7 3 (3.03%) SAP
7 3 (3.03%) Vertica
8 2 (2.02%) Cognos
8 2 (2.02%) Informatica
8 2 (2.02%) Teradata
9 1 (1.01%) Cloudera
9 1 (1.01%) Greenplum
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Salary: £45,000 - £85,000 + extensive benefits package
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