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 3 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 May 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 620 605 689
Rank change year-on-year
-15 +84
Permanent jobs citing Amazon EMR 38 58 24
As % of all permanent IT jobs located in London 0.090% 0.13% 0.048%
As % of the Cloud Services category 0.68% 1.33% 0.61%
Number of salaries quoted 37 45 18
Median salary £80,000 £65,000 £70,000
Median salary % change year-on-year
+23.07% -7.14%
90% offered a salary of more than £47,500 £50,000 £40,000
10% offered a salary of more than £114,000 £89,000 £86,000
UK excluding London median salary £68,750 £60,000 £90,000
% change year-on-year
+14.58% -33.33%
Amazon EMR
England

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
5601 4368 3917
As % of all permanent IT jobs located in London 13.29% 9.81% 7.88%
Number of salaries quoted 4816 3606 3299
Median salary £60,000 £55,000 £52,500
Median salary % change year-on-year
+9.09% +4.76%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £82,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 3 May 2016.

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 3 May 2016. 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
(Click see detailed
statistics and trends)
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 +65 10 £80,000 +60.00%
Amazon EMR
England

Amazon EMR
Top 30 Related IT Skills in London

For the 6 months to 3 May 2016, 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 41 (69.49%) Python
1 41 (69.49%) Amazon AWS
2 38 (64.41%) Apache Hive
3 37 (62.71%) MongoDB
4 35 (59.32%) Neo4j
5 34 (57.63%) Big Data
6 32 (54.24%) Hadoop
7 28 (47.46%) Apache Cassandra
8 27 (45.76%) NoSQL
8 27 (45.76%) Agile Software Development
8 27 (45.76%) Apache Spark
9 25 (42.37%) SQL
9 25 (42.37%) MapReduce
10 24 (40.68%) Amazon S3
10 24 (40.68%) Software Engineering
11 23 (38.98%) TDD
11 23 (38.98%) Analytics
12 22 (37.29%) Visualisation
12 22 (37.29%) R
13 21 (35.59%) Amazon EC2
14 20 (33.90%) Mahout
14 20 (33.90%) Apache Pig
14 20 (33.90%) Impala
15 19 (32.20%) Google Cloud Platform
15 19 (32.20%) Analytical Skills
15 19 (32.20%) Couchbase
15 19 (32.20%) Facebook
15 19 (32.20%) Data Analytics
15 19 (32.20%) D3.js
15 19 (32.20%) Data Visualisation

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 27 (45.76%) Apache Spark
2 20 (33.90%) Apache Pig
3 18 (30.51%) Apache
4 2 (3.39%) SAS
Applications
1 1 (1.69%) EViews
1 1 (1.69%) SPSS
Cloud Services
1 41 (69.49%) Amazon AWS
2 24 (40.68%) Amazon S3
3 21 (35.59%) Amazon EC2
4 19 (32.20%) Google Cloud Platform
5 18 (30.51%) Google App Engine
5 18 (30.51%) PaaS
6 3 (5.08%) Amazon Kinesis
6 3 (5.08%) Microsoft Azure
7 2 (3.39%) Amazon ELB
7 2 (3.39%) AWS Elastic Beanstalk
7 2 (3.39%) Cloud Computing
7 2 (3.39%) Route 53
7 2 (3.39%) Virtual Private Cloud
8 1 (1.69%) Azure Machine Learning
8 1 (1.69%) CloudFront
Communications & Networking
1 18 (30.51%) Internet
Database & Business Intelligence
1 38 (64.41%) Apache Hive
2 37 (62.71%) MongoDB
3 35 (59.32%) Neo4j
4 34 (57.63%) Big Data
5 32 (54.24%) Hadoop
6 28 (47.46%) Apache Cassandra
7 27 (45.76%) NoSQL
8 20 (33.90%) Impala
8 20 (33.90%) Mahout
9 19 (32.20%) Couchbase
10 18 (30.51%) PostgreSQL
11 12 (20.34%) Data Mining
12 9 (15.25%) Amazon Redshift
13 8 (13.56%) Amazon DynamoDB
13 8 (13.56%) Relational Database
14 7 (11.86%) HBase
15 6 (10.17%) RDBMS
16 2 (3.39%) Data Warehouse
16 2 (3.39%) Pentaho
16 2 (3.39%) Redis
Development Applications
1 18 (30.51%) Git (software)
2 17 (28.81%) Jenkins
2 17 (28.81%) Vagrant
2 17 (28.81%) Yeoman
3 6 (10.17%) Talend Open Studio
General
1 18 (30.51%) Games
2 11 (18.64%) Retail
2 11 (18.64%) Telecoms
3 10 (16.95%) Banking
3 10 (16.95%) Finance
3 10 (16.95%) Manufacturing
4 3 (5.08%) Marketing
5 1 (1.69%) Electronics
5 1 (1.69%) Legal
5 1 (1.69%) Multimedia
Job Titles
1 26 (44.07%) Developer
2 18 (30.51%) Python Developer
3 13 (22.03%) Data Scientist
4 10 (16.95%) Consultant
4 10 (16.95%) Data Analytics Consultant
4 10 (16.95%) Data Consultant
5 9 (15.25%) Games Developer
6 7 (11.86%) Big Data Developer
7 6 (10.17%) Django Developer
7 6 (10.17%) Python/Django Developer
7 6 (10.17%) Scala Developer
8 5 (8.47%) Architect
8 5 (8.47%) Head of Data Management
8 5 (8.47%) Head of IT
8 5 (8.47%) Software Engineer
9 4 (6.78%) AWS Architect
9 4 (6.78%) Big Data Architect
9 4 (6.78%) Data Architect
9 4 (6.78%) Hadoop Architect
10 3 (5.08%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 19 (32.20%) D3.js
2 18 (30.51%) Open Graph
2 18 (30.51%) scikit-learn
3 17 (28.81%) Cascalog
3 17 (28.81%) Natural Language Processing
3 17 (28.81%) Pandas
3 17 (28.81%) SciPy
4 11 (18.64%) Akka
5 9 (15.25%) Web Services
6 7 (11.86%) Kafka
7 6 (10.17%) Apache Camel
7 6 (10.17%) Django
8 5 (8.47%) RESTful
9 1 (1.69%) AngularJS
9 1 (1.69%) Apache Avro
9 1 (1.69%) JSON
Miscellaneous
1 22 (37.29%) Visualisation
2 19 (32.20%) Analytical Skills
3 13 (22.03%) Online Games
4 12 (20.34%) Computer Science
5 6 (10.17%) Social Network
6 5 (8.47%) Algorithms
7 1 (1.69%) Artificial Intelligence
7 1 (1.69%) Data Centre
7 1 (1.69%) Hybrid Cloud
7 1 (1.69%) Mathematics
7 1 (1.69%) Physics
7 1 (1.69%) Public Cloud
7 1 (1.69%) Statistics
Operating Systems
1 2 (3.39%) Linux
2 1 (1.69%) Unix
Processes & Methodologies
1 27 (45.76%) Agile Software Development
2 25 (42.37%) MapReduce
3 24 (40.68%) Software Engineering
4 23 (38.98%) Analytics
4 23 (38.98%) TDD
5 19 (32.20%) Data Analytics
5 19 (32.20%) Data Visualisation
5 19 (32.20%) Open Source
6 18 (30.51%) Data Analysis
6 18 (30.51%) Data Munging
6 18 (30.51%) Statistical Analysis
7 17 (28.81%) Continuous Integration
7 17 (28.81%) Time Series Analysis
7 17 (28.81%) Unit Testing
7 17 (28.81%) User Stories
8 14 (23.73%) Machine Learning
9 10 (16.95%) Bioinformatics
9 10 (16.95%) Operations Research
10 8 (13.56%) ETL
11 6 (10.17%) Presales
Programming Languages
1 41 (69.49%) Python
2 25 (42.37%) SQL
3 22 (37.29%) R
4 17 (28.81%) Bash Shell
4 17 (28.81%) Clojure
4 17 (28.81%) VBA
5 14 (23.73%) Java
6 8 (13.56%) Scala
7 2 (3.39%) JavaScript
7 2 (3.39%) Perl
8 1 (1.69%) C
8 1 (1.69%) C++
8 1 (1.69%) PHP
8 1 (1.69%) Ruby
Qualifications
1 10 (16.95%) PhD
2 2 (3.39%) Degree
3 1 (1.69%) SC Cleared
3 1 (1.69%) Security Cleared
Quality Assurance & Compliance
1 1 (1.69%) QA
System Software
1 17 (28.81%) VirtualBox
2 6 (10.17%) Docker
2 6 (10.17%) HDFS
3 3 (5.08%) Apache Flume
4 1 (1.69%) Apache ZooKeeper
Systems Management
1 6 (10.17%) Mesos
2 3 (5.08%) Opscode Chef
3 2 (3.39%) Oozie
4 1 (1.69%) Ansible
4 1 (1.69%) Puppet
Vendors
1 19 (32.20%) Facebook
1 19 (32.20%) Google
2 18 (30.51%) PayPal
3 7 (11.86%) Cloudera
4 6 (10.17%) Talend
5 2 (3.39%) Informatica
5 2 (3.39%) Oracle
5 2 (3.39%) Tableau
6 1 (1.69%) Cognos
6 1 (1.69%) Hortonworks
6 1 (1.69%) Teradata
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