The table below looks at the statistics for Amazon EMR skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Amazon EMR over the 3 months to 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 867 902 986
Rank change year-on-year
+35 +84
Permanent jobs citing Amazon EMR 42 63 27
As % of all permanent IT jobs located in the UK 0.042% 0.058% 0.023%
As % of the Cloud Services category 0.37% 0.68% 0.35%
Number of salaries quoted 38 41 22
Median salary £80,000 £67,500 £57,500
Median salary % change year-on-year
+18.51% +17.39%
90% offered a salary of more than £47,500 £54,000 £40,000
10% offered a salary of more than £120,000 £95,000 £89,000
UK excluding London median salary £68,750 £57,000 £90,000
% change year-on-year
+20.61% -36.66%

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

Cloud Services Category
UK
Permanent IT job ads with a match in the
Cloud Services category
11454 9222 7771
As % of all permanent IT jobs located in the UK 11.49% 8.53% 6.57%
Number of salaries quoted 9709 7383 6382
Median salary £52,500 £50,000 £48,000
Median salary % change year-on-year
+5.00% +4.16%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £80,000 £70,000 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Amazon EMR
Jobs Demand Trend

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

Amazon EMR Jobs Demand Trend 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 within the UK.

Amazon EMR Salary Trend in the UK

Amazon EMR
Salary Histogram

This chart provides a salary histogram for IT jobs citing Amazon EMR over the 3 months to 28 May 2016 within the UK.

Amazon EMR Salary Histogram in the UK

Amazon EMR
Top 10 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 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
England +9 42 £80,000 +18.51% 10
London +25 37 £80,000 +18.51% 6
City of London +60 11 £80,000 +45.45% 2
South East +19 3 £52,500 -12.50% 1
Surrey - 2 - -
Brighton - 1 £52,500 -
Norwich - 1 - - 1
East Sussex - 1 £52,500 -
Norfolk - 1 - - 1
East of England - 1 - - 1

Amazon EMR
Top 30 Related IT Skills

For the 6 months to 28 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 with a requirement for Amazon EMR.

1 64 (78.05%) Amazon AWS
2 51 (62.20%) Python
3 46 (56.10%) Amazon S3
4 45 (54.88%) Apache Hive
5 42 (51.22%) Amazon EC2
6 40 (48.78%) Hadoop
7 39 (47.56%) MongoDB
8 38 (46.34%) Neo4j
9 37 (45.12%) Big Data
9 37 (45.12%) Software Engineering
10 34 (41.46%) Agile Software Development
10 34 (41.46%) Git (software)
11 30 (36.59%) SQL
12 29 (35.37%) Apache Cassandra
12 29 (35.37%) NoSQL
12 29 (35.37%) Apache Spark
13 28 (34.15%) MapReduce
14 26 (31.71%) Amazon Redshift
15 25 (30.49%) Analytics
16 24 (29.27%) Apache Pig
16 24 (29.27%) R
17 23 (28.05%) PostgreSQL
17 23 (28.05%) Visualisation
18 22 (26.83%) Open Source
18 22 (26.83%) Jenkins
19 21 (25.61%) D3.js
19 21 (25.61%) Mahout
19 21 (25.61%) Bash Shell
19 21 (25.61%) Impala
19 21 (25.61%) Analytical Skills

Amazon EMR
Top Related 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 29 (35.37%) Apache Spark
2 24 (29.27%) Apache Pig
3 18 (21.95%) Apache
4 16 (19.51%) Node.js
5 3 (3.66%) SAS
6 2 (2.44%) BizTalk Server
6 2 (2.44%) nginx
6 2 (2.44%) Tomcat
7 1 (1.22%) Apache Solr
7 1 (1.22%) Elasticsearch
7 1 (1.22%) Liferay
Applications
1 1 (1.22%) EViews
1 1 (1.22%) SPSS
Cloud Services
1 64 (78.05%) Amazon AWS
2 46 (56.10%) Amazon S3
3 42 (51.22%) Amazon EC2
4 19 (23.17%) Google Cloud Platform
5 18 (21.95%) Google App Engine
5 18 (21.95%) PaaS
6 17 (20.73%) Amazon Kinesis
7 16 (19.51%) AWS Lambda
8 4 (4.88%) Amazon ELB
8 4 (4.88%) Microsoft Azure
9 3 (3.66%) AWS Elastic Beanstalk
10 2 (2.44%) AWS CloudFormation
10 2 (2.44%) Cloud Computing
10 2 (2.44%) CloudFront
10 2 (2.44%) Route 53
10 2 (2.44%) Virtual Private Cloud
11 1 (1.22%) Amazon SQS
11 1 (1.22%) Azure Machine Learning
11 1 (1.22%) GitHub
Communications & Networking
1 18 (21.95%) Internet
2 2 (2.44%) DNS
2 2 (2.44%) TCP/IP
3 1 (1.22%) Firewall
3 1 (1.22%) HTTP
3 1 (1.22%) SMTP
3 1 (1.22%) SSH
3 1 (1.22%) VPN
Database & Business Intelligence
1 45 (54.88%) Apache Hive
2 40 (48.78%) Hadoop
3 39 (47.56%) MongoDB
4 38 (46.34%) Neo4j
5 37 (45.12%) Big Data
6 29 (35.37%) Apache Cassandra
6 29 (35.37%) NoSQL
7 26 (31.71%) Amazon Redshift
8 23 (28.05%) PostgreSQL
9 21 (25.61%) Impala
9 21 (25.61%) Mahout
10 19 (23.17%) Couchbase
11 11 (13.41%) Data Mining
12 10 (12.20%) Amazon DynamoDB
13 8 (9.76%) Relational Database
14 7 (8.54%) HBase
15 5 (6.10%) RDBMS
16 4 (4.88%) Amazon RDS
17 3 (3.66%) MySQL
17 3 (3.66%) Redis
Development Applications
1 34 (41.46%) Git (software)
2 22 (26.83%) Jenkins
3 20 (24.39%) Vagrant
4 19 (23.17%) Yeoman
5 3 (3.66%) Talend Open Studio
6 2 (2.44%) JIRA
6 2 (2.44%) Maven
7 1 (1.22%) GitLab
General
1 18 (21.95%) Games
2 11 (13.41%) Retail
3 10 (12.20%) Finance
3 10 (12.20%) Telecoms
4 9 (10.98%) Banking
4 9 (10.98%) Manufacturing
5 5 (6.10%) Marketing
6 1 (1.22%) Legal
6 1 (1.22%) Multimedia
6 1 (1.22%) Publishing
Job Titles
1 27 (32.93%) Developer
2 18 (21.95%) Python Developer
3 14 (17.07%) Data Scientist
4 11 (13.41%) Software Engineer
5 9 (10.98%) Analytics Consultant
5 9 (10.98%) Consultant
5 9 (10.98%) Data Analytics Consultant
5 9 (10.98%) Data Consultant
5 9 (10.98%) Games Developer
6 7 (8.54%) Django Developer
6 7 (8.54%) Python/Django Developer
6 7 (8.54%) Scala Developer
6 7 (8.54%) Software Team Leader
6 7 (8.54%) Team Leader
7 6 (7.32%) Architect
7 6 (7.32%) Big Data Developer
7 6 (7.32%) Head of Data Management
7 6 (7.32%) Head of IT
8 4 (4.88%) AWS Architect
8 4 (4.88%) Big Data Architect
Libraries, Frameworks & Software Standards
1 21 (25.61%) D3.js
2 20 (24.39%) scikit-learn
3 19 (23.17%) Cascalog
3 19 (23.17%) Pandas
3 19 (23.17%) SciPy
4 18 (21.95%) Open Graph
5 17 (20.73%) Natural Language Processing
6 14 (17.07%) .NET
6 14 (17.07%) ASP.NET Web API
7 10 (12.20%) Kafka
8 9 (10.98%) Akka
8 9 (10.98%) Web Services
9 7 (8.54%) Django
10 6 (7.32%) Dropwizard
11 4 (4.88%) Apache Camel
12 3 (3.66%) JSON
12 3 (3.66%) RESTful
13 2 (2.44%) HTML
13 2 (2.44%) HTML5
13 2 (2.44%) Twitter Bootstrap
Miscellaneous
1 23 (28.05%) Visualisation
2 21 (25.61%) Analytical Skills
3 13 (15.85%) Computer Science
3 13 (15.85%) Online Games
4 6 (7.32%) Social Network
5 4 (4.88%) Algorithms
6 2 (2.44%) Data Integration
6 2 (2.44%) Management Information System
7 1 (1.22%) Artificial Intelligence
7 1 (1.22%) Data Centre
7 1 (1.22%) Hybrid Cloud
7 1 (1.22%) Mathematics
7 1 (1.22%) Public Cloud
7 1 (1.22%) Statistics
Operating Systems
1 5 (6.10%) Linux
2 1 (1.22%) Ubuntu
2 1 (1.22%) Unix
Processes & Methodologies
1 37 (45.12%) Software Engineering
2 34 (41.46%) Agile Software Development
3 28 (34.15%) MapReduce
4 25 (30.49%) Analytics
5 22 (26.83%) Open Source
6 21 (25.61%) Continuous Integration
6 21 (25.61%) TDD
7 19 (23.17%) Data Analytics
7 19 (23.17%) Data Visualisation
7 19 (23.17%) Scrum
7 19 (23.17%) Statistical Analysis
7 19 (23.17%) User Stories
8 18 (21.95%) Continuous Delivery
8 18 (21.95%) Data Munging
8 18 (21.95%) Machine Learning
8 18 (21.95%) Unit Testing
9 17 (20.73%) Data Analysis
9 17 (20.73%) Time Series Analysis
10 16 (19.51%) Mentoring
11 14 (17.07%) Low Latency
Programming Languages
1 51 (62.20%) Python
2 30 (36.59%) SQL
3 24 (29.27%) R
4 21 (25.61%) Bash Shell
5 19 (23.17%) Clojure
5 19 (23.17%) Java
5 19 (23.17%) VBA
6 16 (19.51%) C#
6 16 (19.51%) JavaScript
7 14 (17.07%) Go
8 11 (13.41%) Scala
9 4 (4.88%) Ruby
10 2 (2.44%) Perl
11 1 (1.22%) C
11 1 (1.22%) C++
11 1 (1.22%) PHP
11 1 (1.22%) Shell Script
11 1 (1.22%) VB
Qualifications
1 18 (21.95%) Degree
2 9 (10.98%) PhD
3 2 (2.44%) MBA
4 1 (1.22%) SC Cleared
4 1 (1.22%) Security Cleared
Quality Assurance & Compliance
1 1 (1.22%) SLA
System Software
1 19 (23.17%) VirtualBox
2 8 (9.76%) Docker
3 6 (7.32%) HDFS
4 3 (3.66%) Apache Flume
5 2 (2.44%) VMware Infrastructure
6 1 (1.22%) Apache ZooKeeper
6 1 (1.22%) LXC
6 1 (1.22%) Xen
Systems Management
1 18 (21.95%) Ansible
1 18 (21.95%) Opscode Chef
2 17 (20.73%) Puppet
3 14 (17.07%) Salt
3 14 (17.07%) Terraform
4 7 (8.54%) Mesos
5 2 (2.44%) Oozie
6 1 (1.22%) HAProxy
6 1 (1.22%) Kibana
6 1 (1.22%) logstash
6 1 (1.22%) Nagios
Vendors
1 19 (23.17%) Facebook
1 19 (23.17%) Google
2 18 (21.95%) PayPal
3 6 (7.32%) Cloudera
4 3 (3.66%) Cognos
4 3 (3.66%) Oracle
4 3 (3.66%) Talend
5 2 (2.44%) Hortonworks
5 2 (2.44%) Tableau
5 2 (2.44%) VMware
6 1 (1.22%) Informatica
6 1 (1.22%) New Relic
6 1 (1.22%) Teradata
Bradford, West Yorkshire
Spring Technology
Salary: £35000.00 - £42000.00 per annum
Posted: 2 days ago
Bradford, West Yorkshire
Spring Technology
Salary: £45000.00 - £60000.00 per annum
Posted: 2 days ago
Norwich, Norfolk
I4 Recruitment
Salary: £40k - 48k per year + Salary Negotiable
Posted: Yesterday
London
Oho Group Ltd.
Salary: £50k - 85k per year + Bonus & Excellent Benefits
Posted: 3 days ago
London
JM
Salary: £50000 - £70000 per annum
Posted: 3 days ago
UK Wide
MillsHill
Salary: £0 - £75,000 per year
Posted: 4 days ago
Marlow, Buckinghamshire
Millshill Recruitment Ltd
Salary: From £60,000 to £70,000 per annum + Bonus + Bens
Posted: 3 days ago
City, London
Third Republic Ltd
Salary: Up to £110,000 per annum dependant on experience
Posted: 5 days ago
London
Eligo Recruitment Ltd
Salary: £55000 - £65000 per annum + Bens
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £60,000 plus benefits
Posted: 4 days ago
London
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 8 days ago