The table below looks at the statistics for Amazon EMR skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Amazon EMR over the 3 months to 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Amazon Elastic MapReduce (Amazon EMR)
UK / England
Rank 803 878 876
Rank change year-on-year
+75 -2
Permanent jobs citing Amazon EMR 37 36 41
As % of all permanent IT jobs located in England 0.047% 0.038% 0.042%
As % of the Cloud Services category 0.34% 0.35% 0.52%
Number of salaries quoted 31 23 35
Median salary £65,000 £47,500 £62,500
Median salary % change year-on-year
+36.84% -24.00%
UK excluding London median salary £51,250 £35,000 £61,250
% change year-on-year
+46.42% -42.85%

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

Cloud Services Category
England
Permanent IT job ads with a match in the
Cloud Services category
10946 10310 7880
As % of all permanent IT jobs located in England 13.91% 10.79% 8.03%
Number of salaries quoted 9219 8736 6420
Median salary £52,500 £50,000 £50,000
Median salary % change year-on-year
+5.00% -
90% offered a salary of more than £31,635 £31,500 £30,000
10% offered a salary of more than £80,000 £72,500 £77,500
UK excluding London median salary £45,000 £45,000 £45,000

Amazon EMR
Jobs Demand Trend in England

The demand trend of job ads across the England 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 England

Amazon EMR
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon EMR across the England region.

Amazon EMR Salary Trend in England

Amazon EMR
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Amazon EMR across the England region over the 3 months to 22 February 2017.

Amazon EMR Salary Histogram in England

Amazon EMR
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EMR within the England region over the 3 months to 22 February 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
London +69 28 £67,500 +42.10% 3
South East - 3 £65,000 -
North West - 2 - -
South West - 2 £31,652 -
Amazon EMR
UK

Amazon EMR
Top 30 Related IT Skills in England

For the 6 months to 22 February 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 England region with a requirement for Amazon EMR.

1 106 (100.00%) Amazon AWS
2 80 (75.47%) Big Data
3 63 (59.43%) Amazon S3
4 61 (57.55%) Amazon EC2
5 54 (50.94%) Hadoop
6 49 (46.23%) Amazon Redshift
7 47 (44.34%) Web Services
8 46 (43.40%) Python
9 44 (41.51%) Apache Spark
10 42 (39.62%) Agile Software Development
11 40 (37.74%) Java
12 38 (35.85%) Analytics
13 35 (33.02%) MapReduce
14 31 (29.25%) NoSQL
14 31 (29.25%) Machine Learning
14 31 (29.25%) Scala
14 31 (29.25%) MongoDB
15 29 (27.36%) Amazon DynamoDB
15 29 (27.36%) ETL
15 29 (27.36%) SQL
15 29 (27.36%) Amazon Kinesis
16 28 (26.42%) Continuous Integration
17 25 (23.58%) Data Warehouse
17 25 (23.58%) Apache
18 23 (21.70%) DevOps
19 22 (20.75%) Games
20 21 (19.81%) Retail
21 20 (18.87%) Finance
21 20 (18.87%) Apache Hive
22 19 (17.92%) Opscode Chef

Amazon EMR
Top Related IT Skills in England 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 44 (41.51%) Apache Spark
2 25 (23.58%) Apache
3 12 (11.32%) Apache Pig
4 9 (8.49%) SAS
5 8 (7.55%) Elasticsearch
6 4 (3.77%) Apache Solr
7 2 (1.89%) JBoss
7 2 (1.89%) Mule
7 2 (1.89%) nginx
7 2 (1.89%) Tomcat
Applications
1 9 (8.49%) SPSS
2 4 (3.77%) MS Excel
3 3 (2.83%) Stata
4 1 (0.94%) EViews
Cloud Services
1 106 (100.00%) Amazon AWS
2 63 (59.43%) Amazon S3
3 61 (57.55%) Amazon EC2
4 29 (27.36%) Amazon Kinesis
5 18 (16.98%) Virtual Private Cloud
6 14 (13.21%) Amazon SQS
7 12 (11.32%) Amazon ELB
7 12 (11.32%) Route 53
8 11 (10.38%) AWS Elastic Beanstalk
9 10 (9.43%) Cloud Computing
10 9 (8.49%) AWS Lambda
11 7 (6.60%) Microsoft Azure
12 6 (5.66%) AWS Data Pipeline
13 4 (3.77%) Google Cloud Platform
14 1 (0.94%) GitHub
14 1 (0.94%) Google Analytics
Communications & Networking
1 11 (10.38%) Internet
2 3 (2.83%) DNS
2 3 (2.83%) TCP/IP
3 2 (1.89%) Firewall
3 2 (1.89%) HTTP
4 1 (0.94%) BGP
4 1 (0.94%) HTTPS
4 1 (0.94%) IPsec
4 1 (0.94%) VPN
Database & Business Intelligence
1 80 (75.47%) Big Data
2 54 (50.94%) Hadoop
3 49 (46.23%) Amazon Redshift
4 31 (29.25%) MongoDB
4 31 (29.25%) NoSQL
5 29 (27.36%) Amazon DynamoDB
6 25 (23.58%) Data Warehouse
7 20 (18.87%) Apache Hive
8 14 (13.21%) Amazon RDS
8 14 (13.21%) Relational Database
8 14 (13.21%) SQL Server
9 13 (12.26%) PostgreSQL
10 11 (10.38%) MySQL
10 11 (10.38%) Redis
11 10 (9.43%) RDBMS
12 8 (7.55%) SQL Server 2008
13 7 (6.60%) Mahout
13 7 (6.60%) Sqoop
14 6 (5.66%) HBase
14 6 (5.66%) RavenDB
Development Applications
1 18 (16.98%) Jenkins
2 10 (9.43%) Git (software)
3 5 (4.72%) Talend Open Studio
3 5 (4.72%) Vagrant
3 5 (4.72%) Yeoman
4 2 (1.89%) Maven
5 1 (0.94%) Atlassian Bamboo
General
1 22 (20.75%) Games
2 21 (19.81%) Retail
3 20 (18.87%) Finance
4 7 (6.60%) Marketing
5 4 (3.77%) Banking
5 4 (3.77%) Manufacturing
5 4 (3.77%) Telecoms
6 3 (2.83%) Legal
6 3 (2.83%) Music Industry
7 1 (0.94%) Advertising
Job Titles
1 32 (30.19%) Architect
1 32 (30.19%) Data Architect
2 27 (25.47%) Big Data Architect
3 22 (20.75%) Data Engineer
4 17 (16.04%) Big Data Engineer
5 15 (14.15%) AWS Architect
6 14 (13.21%) Developer
6 14 (13.21%) DevOps Engineer
7 11 (10.38%) Data Warehouse Architect
7 11 (10.38%) Hadoop Architect
8 9 (8.49%) Consultant
9 7 (6.60%) .NET Developer
10 6 (5.66%) AWS Engineer
10 6 (5.66%) Data Consultant
10 6 (5.66%) Data Scientist
10 6 (5.66%) Full Stack Developer
11 5 (4.72%) Analytics Manager
11 5 (4.72%) Data Manager
12 4 (3.77%) Project Leader
12 4 (3.77%) Senior Manager
Libraries, Frameworks & Software Standards
1 47 (44.34%) Web Services
2 17 (16.04%) Kafka
3 11 (10.38%) AngularJS
4 10 (9.43%) .NET
5 9 (8.49%) ASP.NET Web API
6 8 (7.55%) .NET Framework
6 8 (7.55%) Dapper ORM
6 8 (7.55%) Entity Framework
6 8 (7.55%) Node.js
7 7 (6.60%) React
8 6 (5.66%) ASP.NET Web Forms
8 6 (5.66%) D3.js
8 6 (5.66%) Google Maps API
8 6 (5.66%) jQuery
8 6 (5.66%) scikit-learn
8 6 (5.66%) SciPy
9 5 (4.72%) Cascalog
9 5 (4.72%) Lambda Expressions
9 5 (4.72%) Natural Language Processing
9 5 (4.72%) Pandas
Miscellaneous
1 14 (13.21%) Algorithms
1 14 (13.21%) Analytical Skills
2 11 (10.38%) Computer Science
2 11 (10.38%) Online Games
3 4 (3.77%) Management Information System
4 3 (2.83%) Data Structures
4 3 (2.83%) Replication
5 2 (1.89%) iPad
6 1 (0.94%) Clustering
6 1 (0.94%) Digital Media
Operating Systems
1 17 (16.04%) Linux
2 8 (7.55%) Unix
3 6 (5.66%) Windows
4 1 (0.94%) Ubuntu
Processes & Methodologies
1 42 (39.62%) Agile Software Development
2 38 (35.85%) Analytics
3 35 (33.02%) MapReduce
4 31 (29.25%) Machine Learning
5 29 (27.36%) ETL
6 28 (26.42%) Continuous Integration
7 23 (21.70%) DevOps
8 18 (16.98%) Business Intelligence
8 18 (16.98%) Data Analytics
9 17 (16.04%) Open Source
10 15 (14.15%) BDD
10 15 (14.15%) TDD
11 14 (13.21%) Data Modelling
11 14 (13.21%) Dimensional Modelling
12 13 (12.26%) Data Architecture
12 13 (12.26%) Unit Testing
13 12 (11.32%) E-Commerce
14 11 (10.38%) Translating Business Requirements
15 10 (9.43%) Change Management
15 10 (9.43%) Load Testing
Programming Languages
1 46 (43.40%) Python
2 40 (37.74%) Java
3 31 (29.25%) Scala
4 29 (27.36%) SQL
5 18 (16.98%) R
6 11 (10.38%) C#
6 11 (10.38%) JavaScript
7 8 (7.55%) Clojure
8 7 (6.60%) Bash Shell
9 6 (5.66%) PHP
9 6 (5.66%) Ruby
10 5 (4.72%) Cypher
10 5 (4.72%) Go
10 5 (4.72%) Perl
10 5 (4.72%) VBA
11 3 (2.83%) Haskell
12 2 (1.89%) PowerShell
13 1 (0.94%) CoffeeScript
13 1 (0.94%) F#
Qualifications
1 7 (6.60%) Degree
2 4 (3.77%) PhD
Quality Assurance & Compliance
1 5 (4.72%) ISO/IEC 27001
2 1 (0.94%) Data Quality
2 1 (0.94%) Sarbanes-Oxley
System Software
1 8 (7.55%) Docker
2 7 (6.60%) Apache Flume
3 5 (4.72%) Virtual Machines
3 5 (4.72%) VirtualBox
4 3 (2.83%) HDFS
5 2 (1.89%) Apache ZooKeeper
6 1 (0.94%) GPFS
Systems Management
1 19 (17.92%) Opscode Chef
2 13 (12.26%) Ansible
3 8 (7.55%) Puppet
4 1 (0.94%) Graphite
4 1 (0.94%) Kibana
4 1 (0.94%) logstash
4 1 (0.94%) Mesos
4 1 (0.94%) Oozie
Vendors
1 17 (16.04%) Oracle
2 16 (15.09%) Google
2 16 (15.09%) Microsoft
3 8 (7.55%) Netezza
4 6 (5.66%) Facebook
4 6 (5.66%) IBM
5 5 (4.72%) Talend
6 4 (3.77%) Hitachi
6 4 (3.77%) Sun
7 3 (2.83%) Cognos
7 3 (2.83%) SAP
7 3 (2.83%) Tableau
8 2 (1.89%) Informatica
8 2 (1.89%) MicroStrategy
8 2 (1.89%) Teradata
9 1 (0.94%) Cloudera
9 1 (0.94%) Cognizant
9 1 (0.94%) Greenplum
9 1 (0.94%) Vertica
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 6 days ago
City, London
GTA
Posted: 15 days ago
City, London
CognitionX
Salary: From £65,000 to £140,000 per annum
Posted: 26 days ago