The table below looks at the statistics for Amazon EMR skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Amazon EMR over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Amazon Elastic MapReduce (Amazon EMR)
UK / England
Rank 527 605 582
Rank change year-on-year
+78 -23
Contract jobs citing Amazon EMR 52 3 13
As % of all contract IT jobs located in England 0.12% 0.006% 0.028%
As % of the Cloud Services category 0.98% 0.081% 0.55%
Number of daily rates quoted 40 2 10
Median daily rate £550 £503 £438
Median daily rate % change year-on-year
+9.45% +14.85%
90% offered a daily rate of more than £446 £445 £400
10% offered a daily rate of more than £600 £561 £700
UK excluding London median daily rate £575 - £413
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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

Cloud Services Category
England
Contract IT job ads with a match in the
Cloud Services category
5329 3693 2356
As % of all contract IT jobs located in England 12.75% 7.87% 5.02%
Number of daily rates quoted 3797 2624 1534
Median daily rate £475 £450 £430
Median daily rate % change year-on-year
+5.55% +4.65%
90% offered a daily rate of more than £325 £320 £300
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £430 £425 £400
% change year-on-year
+1.17% +6.25%
Number of hourly rates quoted 68 60 84
Median hourly rate £19.00 £25.00 £22.50
Median hourly rate % change year-on-year
-24.00% +11.11%
90% offered a hourly rate of more than £11.25 £13.50 £11.00
10% offered a hourly rate of more than £54.00 £100.00 £35.00
UK excluding London median hourly rate £17.00 £19.50 £21.25
% change year-on-year
-12.79% -8.25%

Amazon EMR
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Amazon EMR as a proportion of all IT contracts with a match in the Cloud Services category.

Amazon EMR Jobs Demand Trend in England

Amazon EMR
Daily Rate Trend in England

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

Amazon EMR Daily Rate Trend in England

Amazon EMR
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Amazon EMR across the England region over the 3 months to 21 February 2017.

Amazon EMR Daily Rate Histogram in England

Amazon EMR
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon EMR within the England region over the 3 months to 21 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +47 40 £519 +3.23% 3
North West - 6 £600 -
North East - 4 £550 -
South East +16 1 - -
West Midlands - 1 - -
Amazon EMR
UK

Amazon EMR
Top 30 Related IT Skills in England

For the 6 months to 21 February 2017, IT contractor 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 contract ads across the England region with a requirement for Amazon EMR.

1 94 (100.00%) Amazon AWS
2 64 (68.09%) Big Data
3 56 (59.57%) Hadoop
4 55 (58.51%) Python
5 53 (56.38%) Amazon EC2
6 52 (55.32%) DevOps
7 47 (50.00%) Apache Spark
8 46 (48.94%) Linux
9 45 (47.87%) Opscode Chef
10 43 (45.74%) Amazon S3
11 42 (44.68%) Apache Hive
12 36 (38.30%) Scala
13 34 (36.17%) Agile Software Development
14 30 (31.91%) Perl
15 28 (29.79%) Web Services
16 27 (28.72%) Ansible
16 27 (28.72%) Docker
17 25 (26.60%) Kafka
17 25 (26.60%) MapReduce
18 24 (25.53%) Machine Learning
18 24 (25.53%) ETL
18 24 (25.53%) NoSQL
19 22 (23.40%) Virtual Private Cloud
20 20 (21.28%) AWS Lambda
21 19 (20.21%) Analytics
21 19 (20.21%) Java
22 18 (19.15%) HBase
22 18 (19.15%) Relational Database
22 18 (19.15%) Amazon Redshift
22 18 (19.15%) Jenkins

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 47 (50.00%) Apache Spark
2 12 (12.77%) Apache Pig
3 5 (5.32%) Apache
3 5 (5.32%) Elasticsearch
4 2 (2.13%) SAS
5 1 (1.06%) Confluence
Applications
1 2 (2.13%) SPSS
2 1 (1.06%) MS Excel
2 1 (1.06%) Stata
Business Applications
1 2 (2.13%) SAP Oil and Gas
Cloud Services
1 94 (100.00%) Amazon AWS
2 53 (56.38%) Amazon EC2
3 43 (45.74%) Amazon S3
4 22 (23.40%) Virtual Private Cloud
5 20 (21.28%) AWS Lambda
6 17 (18.09%) Amazon Kinesis
7 16 (17.02%) Amazon ELB
7 16 (17.02%) AWS Elastic Beanstalk
8 13 (13.83%) AWS CloudFormation
9 12 (12.77%) Route 53
10 5 (5.32%) Cloud Computing
10 5 (5.32%) Microsoft Azure
11 4 (4.26%) Amazon CloudWatch
11 4 (4.26%) Amazon SQS
11 4 (4.26%) AWS CloudTrail
11 4 (4.26%) AWS Data Pipeline
12 3 (3.19%) Amazon Glacier
12 3 (3.19%) Google Cloud Platform
13 2 (2.13%) Datadog
14 1 (1.06%) SaaS
Communications & Networking
1 4 (4.26%) VPN
Database & Business Intelligence
1 64 (68.09%) Big Data
2 56 (59.57%) Hadoop
3 42 (44.68%) Apache Hive
4 24 (25.53%) NoSQL
5 18 (19.15%) Amazon Redshift
5 18 (19.15%) HBase
5 18 (19.15%) Relational Database
6 11 (11.70%) Data Warehouse
7 10 (10.64%) Apache Cassandra
7 10 (10.64%) RDBMS
8 9 (9.57%) MySQL
8 9 (9.57%) Neo4j
9 8 (8.51%) MongoDB
10 7 (7.45%) Pentaho
11 6 (6.38%) Mahout
11 6 (6.38%) Sqoop
12 5 (5.32%) Amazon RDS
13 4 (4.26%) Impala
13 4 (4.26%) SQL Server
14 3 (3.19%) OLAP
Development Applications
1 18 (19.15%) Jenkins
2 5 (5.32%) Talend Open Studio
3 1 (1.06%) JIRA
General
1 10 (10.64%) Games
2 6 (6.38%) Finance
3 2 (2.13%) Banking
3 2 (2.13%) Electronics
3 2 (2.13%) Manufacturing
3 2 (2.13%) Marketing
3 2 (2.13%) Telecoms
Job Titles
1 31 (32.98%) AWS Engineer
2 27 (28.72%) DevOps Engineer
3 23 (24.47%) AWS DevOps
4 18 (19.15%) Architect
5 16 (17.02%) Data Engineer
6 13 (13.83%) Data Architect
7 12 (12.77%) Developer
8 10 (10.64%) Big Data Architect
8 10 (10.64%) Data Scientist
9 9 (9.57%) Big Data Engineer
9 9 (9.57%) Hadoop Architect
10 7 (7.45%) AWS Architect
11 6 (6.38%) Big Data Developer
12 5 (5.32%) DevOps Specialist
12 5 (5.32%) Solutions Architect
13 4 (4.26%) AWS Developer
13 4 (4.26%) Cloud Engineer
14 3 (3.19%) Hadoop Developer
14 3 (3.19%) Software Developer
14 3 (3.19%) Software Engineer
Libraries, Frameworks & Software Standards
1 28 (29.79%) Web Services
2 25 (26.60%) Kafka
3 4 (4.26%) boto
3 4 (4.26%) HTML
3 4 (4.26%) JSON
3 4 (4.26%) OpenCV
3 4 (4.26%) YAML
4 3 (3.19%) NumPy
5 2 (2.13%) Django
5 2 (2.13%) Flask
5 2 (2.13%) Node.js
5 2 (2.13%) Pandas
5 2 (2.13%) scikit-learn
5 2 (2.13%) SciPy
5 2 (2.13%) Serverless Framework
5 2 (2.13%) Spark Streaming
6 1 (1.06%) MLlib
6 1 (1.06%) REST
6 1 (1.06%) SOAP
Miscellaneous
1 18 (19.15%) Algorithms
2 8 (8.51%) Analytical Skills
3 5 (5.32%) Enterprise Software
4 3 (3.19%) Data Centre
5 2 (2.13%) Computer Science
5 2 (2.13%) Hybrid Cloud
5 2 (2.13%) Linux Command Line
5 2 (2.13%) Smart Energy
Operating Systems
1 46 (48.94%) Linux
2 11 (11.70%) Unix
3 8 (8.51%) Windows
4 2 (2.13%) Red Hat Enterprise Linux
5 1 (1.06%) Debian
5 1 (1.06%) Ubuntu
Processes & Methodologies
1 52 (55.32%) DevOps
2 34 (36.17%) Agile Software Development
3 25 (26.60%) MapReduce
4 24 (25.53%) ETL
4 24 (25.53%) Machine Learning
5 19 (20.21%) Analytics
6 13 (13.83%) Business Intelligence
7 12 (12.77%) Change Management
7 12 (12.77%) Continuous Integration
7 12 (12.77%) Load Testing
8 11 (11.70%) Continuous Delivery
8 11 (11.70%) E-Commerce
8 11 (11.70%) Microservices
8 11 (11.70%) Scrum
8 11 (11.70%) Software Engineering
8 11 (11.70%) TDD
9 10 (10.64%) BDD
9 10 (10.64%) Data Analysis
9 10 (10.64%) Data Engineering
10 9 (9.57%) Information Security
Programming Languages
1 55 (58.51%) Python
2 36 (38.30%) Scala
3 30 (31.91%) Perl
4 19 (20.21%) Java
5 16 (17.02%) Bash Shell
6 13 (13.83%) SQL
7 9 (9.57%) Go
8 8 (8.51%) R
9 4 (4.26%) PHP
9 4 (4.26%) Shell Script
10 3 (3.19%) C
11 2 (2.13%) JavaScript
11 2 (2.13%) Ruby
12 1 (1.06%) PL/SQL
Qualifications
1 6 (6.38%) AWS Certification
2 2 (2.13%) Degree
3 1 (1.06%) BC Cleared
3 1 (1.06%) Security Cleared
Quality Assurance & Compliance
1 3 (3.19%) QA
System Software
1 27 (28.72%) Docker
2 13 (13.83%) HDFS
3 4 (4.26%) Active Directory
3 4 (4.26%) Virtual Machines
4 2 (2.13%) Apache Flume
5 1 (1.06%) Apache ZooKeeper
Systems Management
1 45 (47.87%) Opscode Chef
2 27 (28.72%) Ansible
3 16 (17.02%) Puppet
4 11 (11.70%) Terraform
5 9 (9.57%) Hadoop YARN
6 4 (4.26%) Docker Swarm
6 4 (4.26%) Kubernetes
7 2 (2.13%) Packer
7 2 (2.13%) Salt
8 1 (1.06%) Oozie
Vendors
1 16 (17.02%) Oracle
2 6 (6.38%) Informatica
2 6 (6.38%) MicroStrategy
3 5 (5.32%) SAP
3 5 (5.32%) Tableau
3 5 (5.32%) Talend
4 4 (4.26%) Teradata
5 3 (3.19%) Ab Initio
5 3 (3.19%) Actian
5 3 (3.19%) Google
5 3 (3.19%) Microsoft
5 3 (3.19%) ParAccel
5 3 (3.19%) Sybase
6 2 (2.13%) ForgeRock
6 2 (2.13%) Red Hat
6 2 (2.13%) Salesforce.com
7 1 (1.06%) Cognos
7 1 (1.06%) Greenplum
7 1 (1.06%) Netezza
7 1 (1.06%) Vertica