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 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Amazon Elastic MapReduce (Amazon EMR)
UK
Rank 826 913 913
Rank change year-on-year
+87 0
Permanent jobs citing Amazon EMR 37 40 51
As % of all permanent IT jobs located in the UK 0.044% 0.040% 0.048%
As % of the Cloud Services category 0.31% 0.37% 0.58%
Number of salaries quoted 30 23 44
Median salary £65,000 £47,500 £61,250
Median salary % change year-on-year
+36.84% -22.44%
90% offered a salary of more than £39,000 £47,500 £45,750
10% offered a salary of more than £114,500 £85,000 £62,500
UK excluding London median salary £37,500 £35,000 £62,500
% change year-on-year
+7.14% -44.00%

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
11851 10958 8758
As % of all permanent IT jobs located in the UK 14.04% 10.87% 8.19%
Number of salaries quoted 9900 9194 7033
Median salary £52,500 £50,000 £50,000
Median salary % change year-on-year
+5.00% -
90% offered a salary of more than £31,500 £30,500 £30,000
10% offered a salary of more than £77,500 £75,000 £76,000
UK excluding London median salary £45,000 £45,000 £45,000

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 27 February 2017 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 27 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
England +84 35 £65,000 +36.84% 4
London +62 28 £67,500 +42.10% 3
City of London +27 4 £88,750 +54.34% 3
Manchester - 2 - - 1
Bristol - 2 £31,652 -
North West - 2 - - 1
South West - 2 £31,652 -
Westminster - 2 £90,000 -
Edinburgh - 1 - - 1
Scotland - 1 - - 1
South East - 1 £65,000 -
Buckinghamshire - 1 £65,000 -
Salford - 1 - -

Amazon EMR
Top 30 Related IT Skills

For the 6 months to 27 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 with a requirement for Amazon EMR.

1 103 (100.00%) Amazon AWS
2 78 (75.73%) Big Data
3 60 (58.25%) Amazon S3
4 56 (54.37%) Amazon EC2
5 52 (50.49%) Hadoop
6 47 (45.63%) Amazon Redshift
7 46 (44.66%) Apache Spark
8 44 (42.72%) Web Services
8 44 (42.72%) Python
9 41 (39.81%) Agile Software Development
10 40 (38.83%) Java
11 37 (35.92%) Analytics
12 34 (33.01%) MapReduce
13 33 (32.04%) Scala
14 31 (30.10%) Machine Learning
15 30 (29.13%) NoSQL
15 30 (29.13%) SQL
16 29 (28.16%) MongoDB
17 28 (27.18%) Amazon DynamoDB
17 28 (27.18%) Amazon Kinesis
18 27 (26.21%) Continuous Integration
19 26 (25.24%) ETL
20 25 (24.27%) Data Warehouse
21 22 (21.36%) Apache
22 21 (20.39%) Retail
23 20 (19.42%) Finance
23 20 (19.42%) Games
23 20 (19.42%) DevOps
24 19 (18.45%) Apache Hive
25 18 (17.48%) Data Analytics

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 46 (44.66%) Apache Spark
2 22 (21.36%) Apache
3 11 (10.68%) Apache Pig
4 8 (7.77%) Elasticsearch
5 7 (6.80%) SAS
6 5 (4.85%) Apache Solr
7 2 (1.94%) JBoss
7 2 (1.94%) Mule
7 2 (1.94%) Tomcat
8 1 (0.97%) Confluence
8 1 (0.97%) nginx
Applications
1 7 (6.80%) SPSS
2 5 (4.85%) MS Excel
3 3 (2.91%) Stata
4 1 (0.97%) EViews
Cloud Services
1 103 (100.00%) Amazon AWS
2 60 (58.25%) Amazon S3
3 56 (54.37%) Amazon EC2
4 28 (27.18%) Amazon Kinesis
5 15 (14.56%) Virtual Private Cloud
6 14 (13.59%) Amazon SQS
7 11 (10.68%) Amazon ELB
7 11 (10.68%) Route 53
8 10 (9.71%) AWS Elastic Beanstalk
9 9 (8.74%) AWS Lambda
9 9 (8.74%) Cloud Computing
10 6 (5.83%) AWS Data Pipeline
10 6 (5.83%) Microsoft Azure
11 3 (2.91%) Google Cloud Platform
12 1 (0.97%) GitHub
12 1 (0.97%) Google Analytics
Communications & Networking
1 10 (9.71%) Internet
2 2 (1.94%) DNS
2 2 (1.94%) TCP/IP
3 1 (0.97%) BGP
3 1 (0.97%) Firewall
3 1 (0.97%) HTTP
3 1 (0.97%) HTTPS
3 1 (0.97%) IPsec
3 1 (0.97%) VPN
Database & Business Intelligence
1 78 (75.73%) Big Data
2 52 (50.49%) Hadoop
3 47 (45.63%) Amazon Redshift
4 30 (29.13%) NoSQL
5 29 (28.16%) MongoDB
6 28 (27.18%) Amazon DynamoDB
7 25 (24.27%) Data Warehouse
8 19 (18.45%) Apache Hive
9 14 (13.59%) Amazon RDS
9 14 (13.59%) SQL Server
10 13 (12.62%) PostgreSQL
11 12 (11.65%) Redis
11 12 (11.65%) Relational Database
12 11 (10.68%) MySQL
13 8 (7.77%) RDBMS
13 8 (7.77%) SQL Server 2008
14 6 (5.83%) Data Mining
14 6 (5.83%) Impala
14 6 (5.83%) Mahout
14 6 (5.83%) RavenDB
Development Applications
1 17 (16.50%) Jenkins
2 10 (9.71%) Git (software)
3 5 (4.85%) Vagrant
3 5 (4.85%) Yeoman
4 4 (3.88%) Talend Open Studio
5 2 (1.94%) Maven
6 1 (0.97%) Atlassian Bamboo
6 1 (0.97%) JIRA
General
1 21 (20.39%) Retail
2 20 (19.42%) Finance
2 20 (19.42%) Games
3 7 (6.80%) Marketing
4 4 (3.88%) Banking
4 4 (3.88%) Manufacturing
4 4 (3.88%) Telecoms
5 3 (2.91%) Legal
5 3 (2.91%) Music Industry
6 1 (0.97%) Advertising
Job Titles
1 30 (29.13%) Architect
1 30 (29.13%) Data Architect
2 26 (25.24%) Big Data Architect
3 24 (23.30%) Data Engineer
4 16 (15.53%) Big Data Engineer
5 14 (13.59%) AWS Architect
5 14 (13.59%) Developer
6 13 (12.62%) DevOps Engineer
7 11 (10.68%) Hadoop Architect
8 10 (9.71%) Data Warehouse Architect
9 7 (6.80%) .NET Developer
9 7 (6.80%) Consultant
10 6 (5.83%) AWS Engineer
10 6 (5.83%) Data Scientist
10 6 (5.83%) Full Stack Developer
11 5 (4.85%) Analytics Manager
11 5 (4.85%) Data Consultant
11 5 (4.85%) Data Manager
12 4 (3.88%) Project Leader
12 4 (3.88%) Senior Consultant
Libraries, Frameworks & Software Standards
1 44 (42.72%) Web Services
2 16 (15.53%) Kafka
3 11 (10.68%) AngularJS
4 10 (9.71%) .NET
5 9 (8.74%) ASP.NET Web API
6 8 (7.77%) .NET Framework
6 8 (7.77%) Dapper ORM
6 8 (7.77%) Entity Framework
6 8 (7.77%) Node.js
7 7 (6.80%) React
8 6 (5.83%) ASP.NET Web Forms
8 6 (5.83%) D3.js
8 6 (5.83%) Google Maps API
8 6 (5.83%) jQuery
8 6 (5.83%) Lambda Expressions
8 6 (5.83%) scikit-learn
8 6 (5.83%) SciPy
9 5 (4.85%) Cascalog
9 5 (4.85%) Natural Language Processing
9 5 (4.85%) Pandas
Miscellaneous
1 15 (14.56%) Algorithms
2 14 (13.59%) Analytical Skills
3 12 (11.65%) Computer Science
4 10 (9.71%) Online Games
5 3 (2.91%) Data Structures
5 3 (2.91%) Management Information System
5 3 (2.91%) Replication
6 2 (1.94%) iPad
7 1 (0.97%) Clustering
7 1 (0.97%) Digital Media
7 1 (0.97%) Fintech
7 1 (0.97%) Hedge funds
Operating Systems
1 14 (13.59%) Linux
2 8 (7.77%) Unix
3 5 (4.85%) Windows
4 1 (0.97%) Ubuntu
Processes & Methodologies
1 41 (39.81%) Agile Software Development
2 37 (35.92%) Analytics
3 34 (33.01%) MapReduce
4 31 (30.10%) Machine Learning
5 27 (26.21%) Continuous Integration
6 26 (25.24%) ETL
7 20 (19.42%) DevOps
8 18 (17.48%) Data Analytics
9 17 (16.50%) Business Intelligence
10 15 (14.56%) BDD
10 15 (14.56%) Open Source
10 15 (14.56%) TDD
11 13 (12.62%) Dimensional Modelling
11 13 (12.62%) Unit Testing
12 12 (11.65%) Data Architecture
12 12 (11.65%) Data Modelling
12 12 (11.65%) E-Commerce
13 10 (9.71%) Scrum
13 10 (9.71%) Translating Business Requirements
14 9 (8.74%) Data Engineering
Programming Languages
1 44 (42.72%) Python
2 40 (38.83%) Java
3 33 (32.04%) Scala
4 30 (29.13%) SQL
5 16 (15.53%) R
6 11 (10.68%) C#
6 11 (10.68%) JavaScript
7 8 (7.77%) Clojure
8 6 (5.83%) Bash Shell
9 5 (4.85%) Cypher
9 5 (4.85%) Go
9 5 (4.85%) Ruby
9 5 (4.85%) VBA
10 4 (3.88%) PHP
11 3 (2.91%) Haskell
11 3 (2.91%) Perl
12 1 (0.97%) CoffeeScript
12 1 (0.97%) F#
12 1 (0.97%) PowerShell
Qualifications
1 7 (6.80%) Degree
2 5 (4.85%) PhD
Quality Assurance & Compliance
1 5 (4.85%) ISO/IEC 27001
2 1 (0.97%) Data Quality
2 1 (0.97%) Sarbanes-Oxley
System Software
1 8 (7.77%) Docker
2 5 (4.85%) Apache Flume
2 5 (4.85%) Virtual Machines
2 5 (4.85%) VirtualBox
3 2 (1.94%) Apache ZooKeeper
3 2 (1.94%) HDFS
Systems Management
1 15 (14.56%) Opscode Chef
2 13 (12.62%) Ansible
3 6 (5.83%) Puppet
4 1 (0.97%) Graphite
4 1 (0.97%) Kibana
4 1 (0.97%) logstash
4 1 (0.97%) Mesos
4 1 (0.97%) Oozie
Vendors
1 17 (16.50%) Google
1 17 (16.50%) Oracle
2 16 (15.53%) Microsoft
3 7 (6.80%) Netezza
4 6 (5.83%) Facebook
4 6 (5.83%) IBM
5 4 (3.88%) Sun
5 4 (3.88%) Talend
6 3 (2.91%) Hitachi
6 3 (2.91%) SAP
6 3 (2.91%) Tableau
7 2 (1.94%) Cognos
8 1 (0.97%) Cloudera
8 1 (0.97%) Cognizant
8 1 (0.97%) Informatica
8 1 (0.97%) MicroStrategy
8 1 (0.97%) Teradata
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 3 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 3 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 3 days ago
City, London
GTA
Posted: 19 days ago