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 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Amazon Elastic MapReduce (Amazon EMR)
Rank 820 953 980
Rank change year-on-year
+133 +27
Permanent jobs citing Amazon EMR 61 21 14
As % of all permanent IT jobs located in the UK 0.068% 0.020% 0.012%
As % of the Cloud Services category 0.52% 0.20% 0.18%
Number of salaries quoted 54 20 8
Median salary £75,000 £80,000 £55,000
Median salary % change year-on-year
-6.25% +45.45%
90% offered a salary of more than £55,000 £44,000 £54,250
10% offered a salary of more than £82,500 £93,250 £82,250
UK excluding London median salary £40,000 £85,000 -
% change year-on-year
-52.94% -

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
11828 10356 8000
As % of all permanent IT jobs located in the UK 13.17% 9.73% 7.05%
Number of salaries quoted 9957 8750 6564
Median salary £52,500 £50,000 £48,500
Median salary % change year-on-year
+5.00% +3.09%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £80,000 £72,500 £77,500
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 8 December 2016 within the UK.

Amazon EMR Salary Histogram in the UK

Amazon EMR
Top 14 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 8 December 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 +110 59 £75,000 -6.25% 11
London +70 49 £77,500 +3.33% 7
City of London - 10 £82,500 - 3
Westminster - 7 £82,500 -
South East - 5 £65,000 - 1
Buckinghamshire - 4 £65,000 -
Manchester - 3 £37,500 - 2
North West - 3 £37,500 - 3
Scotland - 2 £40,000 - 1
West Sussex - 1 - -
Marlow - 1 - -
Glasgow - 1 £40,000 -
Gatwick - 1 - -
Edinburgh - 1 - - 1

Amazon EMR
Top 30 Related IT Skills

For the 6 months to 8 December 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.

1 136 (95.77%) Amazon AWS
2 101 (71.13%) Big Data
3 79 (55.63%) Hadoop
3 79 (55.63%) Amazon EC2
4 77 (54.23%) Amazon S3
5 76 (53.52%) Web Services
6 67 (47.18%) Python
7 57 (40.14%) MapReduce
8 53 (37.32%) Amazon Redshift
9 50 (35.21%) Analytics
10 48 (33.80%) Apache Spark
11 47 (33.10%) MongoDB
12 43 (30.28%) Continuous Integration
13 41 (28.87%) Agile Software Development
14 40 (28.17%) Java
14 40 (28.17%) Jenkins
14 40 (28.17%) NoSQL
14 40 (28.17%) Machine Learning
14 40 (28.17%) Apache Hive
15 39 (27.46%) Opscode Chef
15 39 (27.46%) SQL
16 36 (25.35%) Games
17 35 (24.65%) ETL
17 35 (24.65%) DevOps
18 34 (23.94%) R
19 33 (23.24%) Apache
20 31 (21.83%) Scala
21 30 (21.13%) Amazon Kinesis
21 30 (21.13%) Virtual Private Cloud
22 29 (20.42%) Linux

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 48 (33.80%) Apache Spark
2 33 (23.24%) Apache
3 24 (16.90%) Apache Pig
4 14 (9.86%) SAS
5 6 (4.23%) Elasticsearch
5 6 (4.23%) nginx
6 3 (2.11%) Tomcat
7 2 (1.41%) Apache Solr
7 2 (1.41%) JBoss
8 1 (0.70%) Confluence
8 1 (0.70%) Liferay
8 1 (0.70%) OpenStack
Applications
1 14 (9.86%) SPSS
2 3 (2.11%) Stata
Cloud Services
1 136 (95.77%) Amazon AWS
2 79 (55.63%) Amazon EC2
3 77 (54.23%) Amazon S3
4 30 (21.13%) Amazon Kinesis
4 30 (21.13%) Virtual Private Cloud
5 23 (16.20%) Amazon ELB
6 19 (13.38%) AWS Elastic Beanstalk
6 19 (13.38%) Route 53
7 16 (11.27%) Cloud Computing
8 12 (8.45%) Google Cloud Platform
9 10 (7.04%) Microsoft Azure
10 9 (6.34%) Amazon SQS
11 7 (4.93%) AWS Data Pipeline
12 6 (4.23%) AWS Lambda
12 6 (4.23%) Google App Engine
12 6 (4.23%) PaaS
13 2 (1.41%) AWS CloudFormation
13 2 (1.41%) BIME
14 1 (0.70%) Azure Active Directory
14 1 (0.70%) Azure Machine Learning
Communications & Networking
1 21 (14.79%) Internet
2 6 (4.23%) DNS
2 6 (4.23%) Firewall
2 6 (4.23%) HTTP
2 6 (4.23%) TCP/IP
3 1 (0.70%) HTTPS
3 1 (0.70%) SMTP
Database & Business Intelligence
1 101 (71.13%) Big Data
2 79 (55.63%) Hadoop
3 53 (37.32%) Amazon Redshift
4 47 (33.10%) MongoDB
5 40 (28.17%) Apache Hive
5 40 (28.17%) NoSQL
6 27 (19.01%) Data Warehouse
7 23 (16.20%) Amazon DynamoDB
8 21 (14.79%) PostgreSQL
9 20 (14.08%) Relational Database
10 19 (13.38%) Apache Cassandra
11 18 (12.68%) RDBMS
12 17 (11.97%) Neo4j
13 14 (9.86%) Mahout
13 14 (9.86%) Sqoop
14 12 (8.45%) Impala
15 11 (7.75%) HBase
15 11 (7.75%) SQL Server
16 10 (7.04%) Amazon RDS
16 10 (7.04%) Data Mining
Development Applications
1 40 (28.17%) Jenkins
2 19 (13.38%) Git (software)
3 12 (8.45%) Vagrant
4 11 (7.75%) Yeoman
5 6 (4.23%) Talend Open Studio
6 4 (2.82%) JIRA
7 2 (1.41%) Maven
8 1 (0.70%) GitLab
General
1 36 (25.35%) Games
2 28 (19.72%) Retail
3 21 (14.79%) Finance
4 11 (7.75%) Marketing
5 9 (6.34%) Manufacturing
5 9 (6.34%) Telecoms
6 8 (5.63%) Banking
7 6 (4.23%) Pharmaceutical
8 3 (2.11%) Advertising
8 3 (2.11%) Legal
8 3 (2.11%) Music Industry
9 1 (0.70%) Publishing
Job Titles
1 50 (35.21%) Architect
2 49 (34.51%) Data Architect
3 43 (30.28%) Big Data Architect
4 26 (18.31%) AWS Architect
5 23 (16.20%) Developer
6 21 (14.79%) DevOps Engineer
7 20 (14.08%) Hadoop Architect
8 18 (12.68%) Consultant
9 16 (11.27%) Big Data Engineer
10 14 (9.86%) Data Engineer
11 13 (9.15%) Data Warehouse Architect
12 11 (7.75%) Data Consultant
13 8 (5.63%) Analytics Consultant
13 8 (5.63%) Data Analytics Consultant
13 8 (5.63%) Data Scientist
13 8 (5.63%) Operations Engineer
14 7 (4.93%) Cloud Architect
14 7 (4.93%) Full Stack Developer
15 6 (4.23%) Python Developer
15 6 (4.23%) Senior Developer
Libraries, Frameworks & Software Standards
1 76 (53.52%) Web Services
2 14 (9.86%) Kafka
3 11 (7.75%) AngularJS
3 11 (7.75%) Cascalog
3 11 (7.75%) D3.js
3 11 (7.75%) Natural Language Processing
3 11 (7.75%) Pandas
3 11 (7.75%) scikit-learn
3 11 (7.75%) SciPy
4 8 (5.63%) Node.js
5 7 (4.93%) .NET
6 6 (4.23%) .NET Framework
6 6 (4.23%) ASP.NET Web API
6 6 (4.23%) ASP.NET Web Forms
6 6 (4.23%) Dapper ORM
6 6 (4.23%) Entity Framework
6 6 (4.23%) Google Maps API
6 6 (4.23%) jQuery
6 6 (4.23%) React
7 5 (3.52%) JSON
Miscellaneous
1 22 (15.49%) Analytical Skills
2 20 (14.08%) Algorithms
3 14 (9.86%) Visualisation
4 13 (9.15%) Online Games
5 10 (7.04%) Computer Science
6 8 (5.63%) Management Information System
7 3 (2.11%) Data Extraction
7 3 (2.11%) Replication
8 1 (0.70%) Clustering
8 1 (0.70%) Data Integration
8 1 (0.70%) Hedge funds
8 1 (0.70%) Mathematics
8 1 (0.70%) Physics
8 1 (0.70%) Private Cloud
8 1 (0.70%) Statistics
Operating Systems
1 29 (20.42%) Linux
2 12 (8.45%) Unix
3 9 (6.34%) Windows
4 1 (0.70%) Ubuntu
Processes & Methodologies
1 57 (40.14%) MapReduce
2 50 (35.21%) Analytics
3 43 (30.28%) Continuous Integration
4 41 (28.87%) Agile Software Development
5 40 (28.17%) Machine Learning
6 35 (24.65%) DevOps
6 35 (24.65%) ETL
7 28 (19.72%) Business Intelligence
7 28 (19.72%) Open Source
8 21 (14.79%) Change Management
9 18 (12.68%) Unit Testing
10 17 (11.97%) Data Analytics
10 17 (11.97%) Data Modelling
10 17 (11.97%) Load Testing
11 16 (11.27%) Dimensional Modelling
11 16 (11.27%) TDD
12 15 (10.56%) User Stories
13 14 (9.86%) Data Visualisation
13 14 (9.86%) E-Commerce
14 13 (9.15%) Software Engineering
Programming Languages
1 67 (47.18%) Python
2 40 (28.17%) Java
3 39 (27.46%) SQL
4 34 (23.94%) R
5 31 (21.83%) Scala
6 20 (14.08%) Bash Shell
7 14 (9.86%) Clojure
8 12 (8.45%) Go
9 11 (7.75%) Cypher
9 11 (7.75%) PHP
9 11 (7.75%) VBA
10 10 (7.04%) C#
10 10 (7.04%) Perl
11 9 (6.34%) JavaScript
12 7 (4.93%) Ruby
13 5 (3.52%) PowerShell
14 4 (2.82%) PL/SQL
15 3 (2.11%) Haskell
16 2 (1.41%) T-SQL
16 2 (1.41%) VB
Qualifications
1 8 (5.63%) PhD
2 2 (1.41%) Degree
Quality Assurance & Compliance
1 4 (2.82%) ISO/IEC 27001
2 1 (0.70%) SLA
System Software
1 12 (8.45%) Apache Flume
2 11 (7.75%) Virtual Machines
2 11 (7.75%) VirtualBox
3 5 (3.52%) Docker
4 3 (2.11%) HDFS
5 2 (1.41%) GPFS
6 1 (0.70%) Active Directory
6 1 (0.70%) Apache ZooKeeper
6 1 (0.70%) VMware Infrastructure
Systems Management
1 39 (27.46%) Opscode Chef
2 18 (12.68%) Puppet
3 14 (9.86%) Ansible
4 1 (0.70%) Mesos
4 1 (0.70%) Nagios
4 1 (0.70%) Oozie
Vendors
1 16 (11.27%) Google
2 15 (10.56%) Oracle
3 13 (9.15%) Microsoft
4 12 (8.45%) Netezza
5 8 (5.63%) Hitachi
6 6 (4.23%) Facebook
6 6 (4.23%) MicroStrategy
6 6 (4.23%) Tableau
6 6 (4.23%) Talend
7 5 (3.52%) Vertica
8 4 (2.82%) Cognos
9 3 (2.11%) Informatica
9 3 (2.11%) SAP
9 3 (2.11%) Teradata
10 2 (1.41%) Greenplum
10 2 (1.41%) New Relic
10 2 (1.41%) VMware
11 1 (0.70%) Cloudera
11 1 (0.70%) IBM
11 1 (0.70%) Pegasus
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