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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Amazon Elastic MapReduce (Amazon EMR)
UK / England
Rank 802 896 922
Rank change year-on-year
+94 +26
Permanent jobs citing Amazon EMR 38 22 10
As % of all permanent IT jobs located in England 0.048% 0.024% 0.010%
As % of the Cloud Services category 0.36% 0.23% 0.14%
Number of salaries quoted 34 21 5
Median salary £65,000 £55,000 £80,000
Median salary % change year-on-year
+18.18% -31.25%
90% offered a salary of more than £47,500 £47,500 £55,000
10% offered a salary of more than £90,000 £100,000 £89,000
UK excluding London median salary £52,500 £60,000 £46,250
% change year-on-year
-12.50% +29.72%

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
10638 9589 7392
As % of all permanent IT jobs located in England 13.46% 10.39% 7.52%
Number of salaries quoted 9020 8197 6050
Median salary £53,000 £50,000 £50,000
Median salary % change year-on-year
+6.00% -
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £77,500 £72,500 £80,000
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -

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 23 January 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 23 January 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 +61 27 £77,500 +40.90% 4
North West - 5 £37,500 - 1
South East - 5 £65,000 -
Amazon EMR
UK

Amazon EMR
Top 30 Related IT Skills in England

For the 6 months to 23 January 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.

1 116 (100.00%) Amazon AWS
2 88 (75.86%) Big Data
3 71 (61.21%) Amazon S3
4 70 (60.34%) Amazon EC2
5 61 (52.59%) Web Services
6 59 (50.86%) Hadoop
7 53 (45.69%) Amazon Redshift
8 51 (43.97%) Python
9 42 (36.21%) Apache Spark
10 40 (34.48%) Analytics
11 37 (31.90%) MapReduce
12 36 (31.03%) Java
12 36 (31.03%) Agile Software Development
13 35 (30.17%) Continuous Integration
14 34 (29.31%) Games
15 33 (28.45%) SQL
15 33 (28.45%) Machine Learning
15 33 (28.45%) Amazon Kinesis
16 32 (27.59%) DevOps
16 32 (27.59%) MongoDB
17 31 (26.72%) Scala
17 31 (26.72%) ETL
18 30 (25.86%) NoSQL
19 29 (25.00%) Opscode Chef
19 29 (25.00%) Jenkins
20 27 (23.28%) Virtual Private Cloud
21 25 (21.55%) Amazon DynamoDB
22 24 (20.69%) Apache
22 24 (20.69%) Retail
23 22 (18.97%) Data Warehouse

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 42 (36.21%) Apache Spark
2 24 (20.69%) Apache
3 13 (11.21%) Apache Pig
4 9 (7.76%) SAS
5 8 (6.90%) Elasticsearch
6 4 (3.45%) nginx
7 2 (1.72%) Apache Solr
7 2 (1.72%) JBoss
7 2 (1.72%) Tomcat
Applications
1 9 (7.76%) SPSS
2 3 (2.59%) Stata
Cloud Services
1 116 (100.00%) Amazon AWS
2 71 (61.21%) Amazon S3
3 70 (60.34%) Amazon EC2
4 33 (28.45%) Amazon Kinesis
5 27 (23.28%) Virtual Private Cloud
6 20 (17.24%) Amazon ELB
7 17 (14.66%) AWS Elastic Beanstalk
7 17 (14.66%) Route 53
8 11 (9.48%) Amazon SQS
9 10 (8.62%) Cloud Computing
10 9 (7.76%) Microsoft Azure
11 7 (6.03%) AWS Lambda
12 5 (4.31%) AWS Data Pipeline
13 4 (3.45%) Google Cloud Platform
14 1 (0.86%) GitHub
14 1 (0.86%) Google Analytics
Communications & Networking
1 13 (11.21%) Internet
2 4 (3.45%) DNS
2 4 (3.45%) Firewall
2 4 (3.45%) HTTP
2 4 (3.45%) TCP/IP
3 1 (0.86%) HTTPS
Database & Business Intelligence
1 88 (75.86%) Big Data
2 59 (50.86%) Hadoop
3 53 (45.69%) Amazon Redshift
4 32 (27.59%) MongoDB
5 30 (25.86%) NoSQL
6 25 (21.55%) Amazon DynamoDB
7 22 (18.97%) Data Warehouse
8 20 (17.24%) Apache Hive
9 16 (13.79%) PostgreSQL
10 12 (10.34%) Relational Database
11 10 (8.62%) RDBMS
12 9 (7.76%) Amazon RDS
13 8 (6.90%) Mahout
13 8 (6.90%) MySQL
13 8 (6.90%) Redis
13 8 (6.90%) SQL Server
14 7 (6.03%) Impala
14 7 (6.03%) Sqoop
15 6 (5.17%) Neo4j
15 6 (5.17%) RavenDB
Development Applications
1 29 (25.00%) Jenkins
2 11 (9.48%) Git (software)
3 6 (5.17%) Vagrant
3 6 (5.17%) Yeoman
4 5 (4.31%) Talend Open Studio
5 2 (1.72%) Maven
General
1 34 (29.31%) Games
2 24 (20.69%) Retail
3 19 (16.38%) Finance
4 9 (7.76%) Marketing
5 5 (4.31%) Banking
5 5 (4.31%) Manufacturing
5 5 (4.31%) Telecoms
6 3 (2.59%) Legal
6 3 (2.59%) Music Industry
7 1 (0.86%) Advertising
Job Titles
1 39 (33.62%) Architect
1 39 (33.62%) Data Architect
2 33 (28.45%) Big Data Architect
3 21 (18.10%) AWS Architect
3 21 (18.10%) DevOps Engineer
4 19 (16.38%) Big Data Engineer
5 17 (14.66%) Data Engineer
6 15 (12.93%) Hadoop Architect
7 14 (12.07%) Developer
8 13 (11.21%) Data Warehouse Architect
9 12 (10.34%) Consultant
10 7 (6.03%) .NET Developer
10 7 (6.03%) Data Consultant
10 7 (6.03%) Operations Engineer
11 6 (5.17%) Analytics Manager
11 6 (5.17%) AWS Engineer
11 6 (5.17%) Cloud Architect
11 6 (5.17%) Data Manager
11 6 (5.17%) Data Scientist
11 6 (5.17%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 61 (52.59%) Web Services
2 16 (13.79%) Kafka
3 9 (7.76%) AngularJS
4 8 (6.90%) .NET
4 8 (6.90%) Node.js
5 7 (6.03%) ASP.NET Web API
5 7 (6.03%) React
5 7 (6.03%) scikit-learn
5 7 (6.03%) SciPy
6 6 (5.17%) .NET Framework
6 6 (5.17%) ASP.NET Web Forms
6 6 (5.17%) Cascalog
6 6 (5.17%) D3.js
6 6 (5.17%) Dapper ORM
6 6 (5.17%) Entity Framework
6 6 (5.17%) Google Maps API
6 6 (5.17%) jQuery
6 6 (5.17%) Natural Language Processing
6 6 (5.17%) Pandas
7 4 (3.45%) RESTful
Miscellaneous
1 16 (13.79%) Algorithms
2 14 (12.07%) Analytical Skills
3 13 (11.21%) Online Games
4 9 (7.76%) Visualisation
5 8 (6.90%) Computer Science
6 6 (5.17%) Data Extraction
7 4 (3.45%) Management Information System
8 3 (2.59%) Replication
9 2 (1.72%) iPad
10 1 (0.86%) Clustering
10 1 (0.86%) Data Integration
10 1 (0.86%) Data Structures
10 1 (0.86%) Digital Media
10 1 (0.86%) Economics
10 1 (0.86%) Mathematics
10 1 (0.86%) Physics
10 1 (0.86%) Statistics
Operating Systems
1 18 (15.52%) Linux
2 11 (9.48%) Unix
3 8 (6.90%) Windows
Processes & Methodologies
1 40 (34.48%) Analytics
2 37 (31.90%) MapReduce
3 36 (31.03%) Agile Software Development
4 35 (30.17%) Continuous Integration
5 33 (28.45%) Machine Learning
6 32 (27.59%) DevOps
7 31 (26.72%) ETL
8 21 (18.10%) Business Intelligence
9 18 (15.52%) Open Source
10 16 (13.79%) Change Management
10 16 (13.79%) Data Analytics
10 16 (13.79%) Data Modelling
10 16 (13.79%) Dimensional Modelling
10 16 (13.79%) Load Testing
11 14 (12.07%) E-Commerce
12 13 (11.21%) BDD
12 13 (11.21%) Data Architecture
12 13 (11.21%) TDD
12 13 (11.21%) Translating Business Requirements
13 12 (10.34%) Unit Testing
Programming Languages
1 51 (43.97%) Python
2 36 (31.03%) Java
3 33 (28.45%) SQL
4 31 (26.72%) Scala
5 20 (17.24%) R
6 10 (8.62%) Bash Shell
6 10 (8.62%) Go
7 9 (7.76%) C#
7 9 (7.76%) Clojure
7 9 (7.76%) JavaScript
8 6 (5.17%) Cypher
8 6 (5.17%) PHP
8 6 (5.17%) Ruby
8 6 (5.17%) VBA
9 5 (4.31%) Perl
10 4 (3.45%) PowerShell
11 3 (2.59%) Haskell
12 2 (1.72%) PL/SQL
12 2 (1.72%) T-SQL
13 1 (0.86%) F#
Qualifications
1 5 (4.31%) PhD
2 3 (2.59%) Degree
Quality Assurance & Compliance
1 4 (3.45%) ISO/IEC 27001
2 1 (0.86%) Data Quality
System Software
1 8 (6.90%) Docker
2 7 (6.03%) Apache Flume
3 6 (5.17%) Virtual Machines
3 6 (5.17%) VirtualBox
4 3 (2.59%) HDFS
5 1 (0.86%) Apache ZooKeeper
5 1 (0.86%) GPFS
Systems Management
1 29 (25.00%) Opscode Chef
2 15 (12.93%) Ansible
2 15 (12.93%) Puppet
3 1 (0.86%) Graphite
3 1 (0.86%) Kibana
3 1 (0.86%) logstash
3 1 (0.86%) Mesos
3 1 (0.86%) Oozie
Vendors
1 15 (12.93%) Oracle
2 12 (10.34%) Google
2 12 (10.34%) Microsoft
3 10 (8.62%) Netezza
4 6 (5.17%) Facebook
5 5 (4.31%) Talend
6 4 (3.45%) Hitachi
6 4 (3.45%) IBM
6 4 (3.45%) MicroStrategy
6 4 (3.45%) Tableau
7 3 (2.59%) Cognos
7 3 (2.59%) SAP
7 3 (2.59%) Vertica
8 2 (1.72%) Informatica
8 2 (1.72%) Teradata
9 1 (0.86%) Cloudera
9 1 (0.86%) Cognizant
9 1 (0.86%) Greenplum
9 1 (0.86%) Pegasus
Birmingham, West Midlands (County)
I4 Recruitment
Salary: £30k - 45k per year + bonus, package
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
City, London
Digital Gurus
Salary: £70000 - £80000 Per Annum
Posted: 4 days ago
London
Hitachi Consulting UK
Salary: From £90,000 to £120,000 per annum inc Bonus + Benefits
Posted: 25 days ago