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 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 829 902 922
Rank change year-on-year
+73 +20
Permanent jobs citing Amazon EMR 81 68 46
As % of all permanent IT jobs located in the UK 0.083% 0.063% 0.040%
As % of the Cloud Services category 0.68% 0.72% 0.59%
Number of salaries quoted 71 46 42
Median salary £80,000 £70,000 £66,000
Median salary % change year-on-year
+14.28% +6.06%
90% offered a salary of more than £52,500 £50,000 £52,500
10% offered a salary of more than £85,000 £85,000 £80,000
UK excluding London median salary £47,000 £79,500 £80,000
% change year-on-year
-40.88% -0.62%

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
11943 9492 7812
As % of all permanent IT jobs located in the UK 12.23% 8.82% 6.81%
Number of salaries quoted 10137 7768 6168
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £32,000 £30,000 £30,000
10% offered a salary of more than £80,000 £72,500 £75,000
UK excluding London median salary £47,500 £45,000 £44,000
% change year-on-year
+5.55% +2.27%

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 30 August 2016 within the UK.

Amazon EMR Salary Histogram in the UK

Amazon EMR
Top 13 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 30 August 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 +56 81 £80,000 +33.33% 7
London +56 67 £82,500 +37.50% 7
City of London +66 13 £82,500 +50.00% 1
Westminster - 12 £82,500 -
Bradford - 6 £50,000 -
West Yorkshire - 6 £50,000 -
Yorkshire - 6 £50,000 -
East of England - 2 £44,000 -
Norwich - 2 £44,000 -
Norfolk - 2 £44,000 -
Brighton - 1 £52,500 -
South East - 1 £52,500 -
East Sussex - 1 £52,500 -

Amazon EMR
Top 30 Related IT Skills

For the 6 months to 30 August 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.

1 109 (89.34%) Amazon AWS
2 77 (63.11%) Big Data
3 73 (59.84%) Python
4 71 (58.20%) Hadoop
5 66 (54.10%) Amazon S3
6 65 (53.28%) Amazon EC2
7 55 (45.08%) Apache Hive
8 49 (40.16%) Jenkins
8 49 (40.16%) Web Services
9 45 (36.89%) MongoDB
9 45 (36.89%) R
9 45 (36.89%) MapReduce
10 44 (36.07%) SQL
11 43 (35.25%) Apache Spark
12 42 (34.43%) Continuous Integration
12 42 (34.43%) Analytics
13 39 (31.97%) Neo4j
14 36 (29.51%) Machine Learning
15 35 (28.69%) Java
16 34 (27.87%) Bash Shell
17 33 (27.05%) PostgreSQL
18 32 (26.23%) Git (software)
18 32 (26.23%) Apache Pig
19 31 (25.41%) Open Source
19 31 (25.41%) NoSQL
19 31 (25.41%) Agile Software Development
19 31 (25.41%) Analytical Skills
20 30 (24.59%) Apache Cassandra
20 30 (24.59%) Visualisation
20 30 (24.59%) DevOps

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 43 (35.25%) Apache Spark
2 32 (26.23%) Apache Pig
3 28 (22.95%) Apache
4 11 (9.02%) SAS
5 7 (5.74%) nginx
6 3 (2.46%) Tomcat
7 2 (1.64%) Apache Solr
7 2 (1.64%) BizTalk Server
7 2 (1.64%) Liferay
8 1 (0.82%) Elasticsearch
8 1 (0.82%) OpenStack
Applications
1 7 (5.74%) SPSS
2 1 (0.82%) EViews
Cloud Services
1 109 (89.34%) Amazon AWS
2 66 (54.10%) Amazon S3
3 65 (53.28%) Amazon EC2
4 20 (16.39%) Virtual Private Cloud
5 18 (14.75%) Amazon ELB
6 17 (13.93%) Google Cloud Platform
7 15 (12.30%) Amazon Kinesis
8 14 (11.48%) AWS Elastic Beanstalk
9 13 (10.66%) Google App Engine
9 13 (10.66%) PaaS
9 13 (10.66%) Route 53
10 9 (7.38%) Microsoft Azure
11 8 (6.56%) Cloud Computing
12 5 (4.10%) AWS Lambda
13 4 (3.28%) AWS CloudFormation
14 3 (2.46%) BIME
14 3 (2.46%) GitHub
15 2 (1.64%) AWS Data Pipeline
16 1 (0.82%) Azure Active Directory
16 1 (0.82%) Azure Machine Learning
Communications & Networking
1 19 (15.57%) Internet
2 7 (5.74%) DNS
2 7 (5.74%) TCP/IP
3 6 (4.92%) Firewall
3 6 (4.92%) HTTP
4 2 (1.64%) SMTP
5 1 (0.82%) SSH
5 1 (0.82%) VPN
Database & Business Intelligence
1 77 (63.11%) Big Data
2 71 (58.20%) Hadoop
3 55 (45.08%) Apache Hive
4 45 (36.89%) MongoDB
5 39 (31.97%) Neo4j
6 33 (27.05%) PostgreSQL
7 31 (25.41%) NoSQL
8 30 (24.59%) Apache Cassandra
9 26 (21.31%) Amazon Redshift
10 25 (20.49%) Mahout
11 23 (18.85%) Impala
12 18 (14.75%) Data Mining
13 16 (13.11%) Relational Database
14 15 (12.30%) Amazon DynamoDB
14 15 (12.30%) RDBMS
15 13 (10.66%) Couchbase
16 12 (9.84%) Data Warehouse
17 11 (9.02%) Sqoop
18 10 (8.20%) Amazon RDS
19 9 (7.38%) HBase
Development Applications
1 49 (40.16%) Jenkins
2 32 (26.23%) Git (software)
3 25 (20.49%) Vagrant
4 23 (18.85%) Yeoman
5 6 (4.92%) JIRA
6 4 (3.28%) Maven
7 2 (1.64%) GitLab
7 2 (1.64%) Talend Open Studio
General
1 26 (21.31%) Games
2 18 (14.75%) Finance
2 18 (14.75%) Retail
3 13 (10.66%) Manufacturing
3 13 (10.66%) Telecoms
4 12 (9.84%) Banking
5 8 (6.56%) Marketing
6 6 (4.92%) Pharmaceutical
7 3 (2.46%) Advertising
8 2 (1.64%) Publishing
Job Titles
1 31 (25.41%) Architect
2 30 (24.59%) Developer
3 28 (22.95%) Data Architect
4 25 (20.49%) Big Data Architect
5 19 (15.57%) AWS Architect
5 19 (15.57%) Consultant
6 16 (13.11%) Hadoop Architect
7 14 (11.48%) Data Consultant
7 14 (11.48%) DevOps Engineer
8 13 (10.66%) Python Developer
9 12 (9.84%) Analytics Consultant
9 12 (9.84%) Data Analytics Consultant
9 12 (9.84%) Data Scientist
10 10 (8.20%) Head of IT
11 8 (6.56%) Java Developer
12 7 (5.74%) Head of Data Management
13 6 (4.92%) Big Data Developer
13 6 (4.92%) Data Manager
13 6 (4.92%) Scala Developer
13 6 (4.92%) Senior Developer
Libraries, Frameworks & Software Standards
1 49 (40.16%) Web Services
2 24 (19.67%) D3.js
3 23 (18.85%) Cascalog
3 23 (18.85%) Natural Language Processing
3 23 (18.85%) Pandas
3 23 (18.85%) scikit-learn
3 23 (18.85%) SciPy
4 15 (12.30%) Kafka
5 8 (6.56%) Akka
6 7 (5.74%) Open Graph
7 6 (4.92%) Dropwizard
7 6 (4.92%) JSON
8 4 (3.28%) Django
8 4 (3.28%) RESTful
8 4 (3.28%) XML
9 3 (2.46%) AngularJS
9 3 (2.46%) Apache Camel
9 3 (2.46%) LAPP Stack
9 3 (2.46%) MLlib
10 2 (1.64%) GraphX
Miscellaneous
1 31 (25.41%) Analytical Skills
2 30 (24.59%) Visualisation
3 18 (14.75%) Computer Science
4 15 (12.30%) Algorithms
5 10 (8.20%) Online Games
6 7 (5.74%) Management Information System
7 6 (4.92%) Social Network
8 2 (1.64%) Data Integration
8 2 (1.64%) Mathematics
8 2 (1.64%) Statistics
9 1 (0.82%) Artificial Intelligence
9 1 (0.82%) Hedge funds
9 1 (0.82%) Hybrid Cloud
9 1 (0.82%) Private Cloud
9 1 (0.82%) Public Cloud
9 1 (0.82%) Xbox
Operating Systems
1 23 (18.85%) Linux
2 8 (6.56%) Unix
3 4 (3.28%) Windows
4 2 (1.64%) Ubuntu
Processes & Methodologies
1 45 (36.89%) MapReduce
2 42 (34.43%) Analytics
2 42 (34.43%) Continuous Integration
3 36 (29.51%) Machine Learning
4 31 (25.41%) Agile Software Development
4 31 (25.41%) Open Source
5 30 (24.59%) DevOps
6 27 (22.13%) Data Visualisation
6 27 (22.13%) Unit Testing
7 24 (19.67%) Data Analytics
7 24 (19.67%) Statistical Analysis
8 23 (18.85%) Computer Vision
8 23 (18.85%) Data Analysis
8 23 (18.85%) Data Munging
8 23 (18.85%) Sentiment Analysis
8 23 (18.85%) Time Series Analysis
8 23 (18.85%) User Stories
9 19 (15.57%) ETL
9 19 (15.57%) Software Engineering
10 16 (13.11%) Business Intelligence
Programming Languages
1 73 (59.84%) Python
2 45 (36.89%) R
3 44 (36.07%) SQL
4 35 (28.69%) Java
5 34 (27.87%) Bash Shell
6 23 (18.85%) Clojure
6 23 (18.85%) Cypher
6 23 (18.85%) VBA
7 22 (18.03%) Scala
8 8 (6.56%) Go
8 8 (6.56%) Ruby
9 7 (5.74%) Perl
9 7 (5.74%) PHP
10 6 (4.92%) PL/SQL
11 5 (4.10%) C#
12 4 (3.28%) PowerShell
12 4 (3.28%) Shell Script
12 4 (3.28%) VB
13 2 (1.64%) T-SQL
14 1 (0.82%) JavaScript
Qualifications
1 12 (9.84%) PhD
2 7 (5.74%) Degree
3 2 (1.64%) MBA
Quality Assurance & Compliance
1 2 (1.64%) SLA
System Software
1 23 (18.85%) Virtual Machines
1 23 (18.85%) VirtualBox
2 11 (9.02%) Docker
3 8 (6.56%) Apache Flume
4 5 (4.10%) HDFS
5 3 (2.46%) VMware Infrastructure
6 2 (1.64%) GPFS
7 1 (0.82%) Active Directory
7 1 (0.82%) Apache ZooKeeper
7 1 (0.82%) LXC
7 1 (0.82%) Xen
Systems Management
1 29 (23.77%) Opscode Chef
2 16 (13.11%) Puppet
3 12 (9.84%) Ansible
4 8 (6.56%) Mesos
5 6 (4.92%) Consul
6 2 (1.64%) Nagios
7 1 (0.82%) HAProxy
7 1 (0.82%) Kibana
7 1 (0.82%) logstash
7 1 (0.82%) Oozie
Vendors
1 15 (12.30%) Google
2 8 (6.56%) Tableau
3 7 (5.74%) Facebook
3 7 (5.74%) PayPal
4 5 (4.10%) Cognos
4 5 (4.10%) Hitachi
4 5 (4.10%) MicroStrategy
4 5 (4.10%) Netezza
4 5 (4.10%) Vertica
5 4 (3.28%) Cloudera
5 4 (3.28%) Hortonworks
5 4 (3.28%) Microsoft
5 4 (3.28%) Oracle
5 4 (3.28%) VMware
6 3 (2.46%) Informatica
6 3 (2.46%) New Relic
6 3 (2.46%) Teradata
7 2 (1.64%) Greenplum
7 2 (1.64%) Talend
8 1 (0.82%) Pegasus
London
Xcede
Salary: £70000 - £85000 per annum + w/ benefits
Posted: 6 hours ago
South West London
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Salary: £100000.00 - £130000.00 per annum + benefits + bonus
Posted: 12 hours ago
City, London
Spargonet Consulting Plc
Salary: £55000 - £65000 per annum, Benefits Pension, Life, Health and 25 days
Posted: Yesterday
South West London
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Salary: £70000.00 - £90000.00 per annum + benefits + bonus
Posted: 5 days ago
London
Energize Recruitment Solutions Ltd
Salary: £55000 - £65000 per annum + bonus, benefits
Posted: 14 days ago
London
Accenture
Posted: 13 days ago