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 24 January 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
24 Jan 2017
Same period 2016 Same period 2015
Amazon Elastic MapReduce (Amazon EMR)
UK / England
Rank 512 581 561
Rank change year-on-year
+69 -20
Contract jobs citing Amazon EMR 56 9 15
As % of all contract IT jobs located in England 0.13% 0.020% 0.033%
As % of the Cloud Services category 1.06% 0.26% 0.67%
Number of daily rates quoted 42 7 10
Median daily rate £538 £450 £508
Median daily rate % change year-on-year
+19.44% -11.33%
90% offered a daily rate of more than £450 £425 £448
10% offered a daily rate of more than £600 £700 £655
UK excluding London median daily rate £550 - -
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
5302 3430 2253
As % of all contract IT jobs located in England 12.76% 7.49% 4.96%
Number of daily rates quoted 3743 2415 1509
Median daily rate £475 £450 £440
Median daily rate % change year-on-year
+5.55% +2.27%
90% offered a daily rate of more than £325 £315 £300
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £425 £410 £400
% change year-on-year
+3.65% +2.50%
Number of hourly rates quoted 54 58 65
Median hourly rate £20.23 £28.00 £22.50
Median hourly rate % change year-on-year
-27.74% +24.44%
90% offered a hourly rate of more than £11.25 £12.50 £10.50
10% offered a hourly rate of more than £49.30 £100.00 £32.50
UK excluding London median hourly rate £17.50 £25.63 £22.50
% change year-on-year
-31.70% +13.88%

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 24 January 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 24 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +38 43 £525 +16.66% 4
North West - 8 £600 - 1
West Midlands - 4 £450 - 1
South East - 1 - -
Amazon EMR
UK

Amazon EMR
Top 30 Related IT Skills in England

For the 6 months to 24 January 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 87 (100.00%) Amazon AWS
2 60 (68.97%) Big Data
3 51 (58.62%) Hadoop
4 48 (55.17%) DevOps
5 47 (54.02%) Amazon EC2
5 47 (54.02%) Python
6 46 (52.87%) Apache Spark
7 43 (49.43%) Opscode Chef
8 38 (43.68%) Amazon S3
8 38 (43.68%) Apache Hive
9 36 (41.38%) Linux
10 35 (40.23%) Scala
11 33 (37.93%) Agile Software Development
12 27 (31.03%) Web Services
13 25 (28.74%) Perl
14 24 (27.59%) Ansible
14 24 (27.59%) Docker
15 23 (26.44%) Machine Learning
15 23 (26.44%) MapReduce
15 23 (26.44%) ETL
16 22 (25.29%) NoSQL
17 21 (24.14%) Kafka
18 20 (22.99%) Analytics
18 20 (22.99%) Java
19 19 (21.84%) Virtual Private Cloud
20 17 (19.54%) Amazon Kinesis
20 17 (19.54%) Algorithms
20 17 (19.54%) AWS Lambda
21 16 (18.39%) AWS Elastic Beanstalk
21 16 (18.39%) Relational Database

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 46 (52.87%) Apache Spark
2 12 (13.79%) Apache Pig
3 5 (5.75%) Elasticsearch
4 4 (4.60%) Apache
5 1 (1.15%) Confluence
5 1 (1.15%) SAS
Applications
1 1 (1.15%) MS Excel
1 1 (1.15%) SPSS
1 1 (1.15%) Stata
Business Applications
1 2 (2.30%) SAP Oil and Gas
Cloud Services
1 87 (100.00%) Amazon AWS
2 47 (54.02%) Amazon EC2
3 38 (43.68%) Amazon S3
4 19 (21.84%) Virtual Private Cloud
5 17 (19.54%) Amazon Kinesis
5 17 (19.54%) AWS Lambda
6 16 (18.39%) Amazon ELB
6 16 (18.39%) AWS Elastic Beanstalk
7 13 (14.94%) AWS CloudFormation
8 12 (13.79%) Route 53
9 5 (5.75%) Cloud Computing
9 5 (5.75%) Microsoft Azure
10 4 (4.60%) Amazon CloudWatch
10 4 (4.60%) Amazon SQS
10 4 (4.60%) AWS CloudTrail
10 4 (4.60%) AWS Data Pipeline
11 3 (3.45%) Amazon Glacier
11 3 (3.45%) Google Cloud Platform
12 1 (1.15%) SaaS
Communications & Networking
1 4 (4.60%) VPN
Database & Business Intelligence
1 60 (68.97%) Big Data
2 51 (58.62%) Hadoop
3 38 (43.68%) Apache Hive
4 22 (25.29%) NoSQL
5 16 (18.39%) Amazon Redshift
5 16 (18.39%) Relational Database
6 14 (16.09%) HBase
7 10 (11.49%) Apache Cassandra
7 10 (11.49%) Data Warehouse
8 9 (10.34%) MongoDB
9 8 (9.20%) MySQL
9 8 (9.20%) Neo4j
9 8 (9.20%) RDBMS
10 6 (6.90%) Pentaho
11 5 (5.75%) Amazon RDS
11 5 (5.75%) Sqoop
12 4 (4.60%) Impala
12 4 (4.60%) SQL Server
13 3 (3.45%) BusinessObjects
13 3 (3.45%) OLAP
Development Applications
1 16 (18.39%) Jenkins
2 4 (4.60%) Talend Open Studio
3 1 (1.15%) JIRA
General
1 10 (11.49%) Games
2 7 (8.05%) Finance
3 2 (2.30%) Electronics
3 2 (2.30%) Manufacturing
3 2 (2.30%) Marketing
3 2 (2.30%) Telecoms
4 1 (1.15%) Music Industry
Job Titles
1 25 (28.74%) AWS Engineer
2 23 (26.44%) DevOps Engineer
3 20 (22.99%) AWS DevOps
4 17 (19.54%) Architect
5 15 (17.24%) Data Engineer
6 14 (16.09%) Developer
7 12 (13.79%) Data Architect
8 10 (11.49%) Data Scientist
9 9 (10.34%) Big Data Architect
10 8 (9.20%) Big Data Engineer
10 8 (9.20%) Hadoop Architect
11 7 (8.05%) AWS Architect
11 7 (8.05%) Big Data Developer
12 5 (5.75%) Hadoop Developer
12 5 (5.75%) Solutions Architect
13 4 (4.60%) AWS Developer
14 3 (3.45%) Broadcast Engineer
14 3 (3.45%) Senior Software Engineer
14 3 (3.45%) Software Engineer
14 3 (3.45%) Web Engineer
Libraries, Frameworks & Software Standards
1 27 (31.03%) Web Services
2 21 (24.14%) Kafka
3 5 (5.75%) Spark Streaming
4 4 (4.60%) boto
4 4 (4.60%) HTML
4 4 (4.60%) JSON
4 4 (4.60%) YAML
5 3 (3.45%) NumPy
6 2 (2.30%) Django
6 2 (2.30%) Flask
6 2 (2.30%) Pandas
6 2 (2.30%) scikit-learn
6 2 (2.30%) SciPy
6 2 (2.30%) Serverless Framework
7 1 (1.15%) Apache Avro
7 1 (1.15%) MLlib
7 1 (1.15%) REST
7 1 (1.15%) SOAP
Miscellaneous
1 17 (19.54%) Algorithms
2 7 (8.05%) Analytical Skills
3 5 (5.75%) Enterprise Software
3 5 (5.75%) Visualisation
4 4 (4.60%) Data Integration
5 3 (3.45%) Data Centre
6 2 (2.30%) Hybrid Cloud
6 2 (2.30%) Smart Energy
7 1 (1.15%) Clustering
7 1 (1.15%) Public Cloud
Operating Systems
1 36 (41.38%) Linux
2 11 (12.64%) Unix
3 8 (9.20%) Windows
4 1 (1.15%) Debian
4 1 (1.15%) Ubuntu
Processes & Methodologies
1 48 (55.17%) DevOps
2 33 (37.93%) Agile Software Development
3 23 (26.44%) ETL
3 23 (26.44%) Machine Learning
3 23 (26.44%) MapReduce
4 20 (22.99%) Analytics
5 12 (13.79%) Business Intelligence
5 12 (13.79%) Change Management
5 12 (13.79%) Continuous Integration
5 12 (13.79%) Load Testing
6 11 (12.64%) Scrum
6 11 (12.64%) TDD
7 10 (11.49%) BDD
7 10 (11.49%) Continuous Delivery
7 10 (11.49%) Microservices
8 9 (10.34%) Data Analysis
8 9 (10.34%) Data Engineering
8 9 (10.34%) E-Commerce
8 9 (10.34%) Information Security
8 9 (10.34%) Software Engineering
Programming Languages
1 47 (54.02%) Python
2 35 (40.23%) Scala
3 25 (28.74%) Perl
4 20 (22.99%) Java
5 14 (16.09%) SQL
6 12 (13.79%) Bash Shell
7 9 (10.34%) Go
8 4 (4.60%) C
9 3 (3.45%) PHP
9 3 (3.45%) R
10 1 (1.15%) PL/SQL
Qualifications
1 4 (4.60%) AWS Certification
2 1 (1.15%) BC Cleared
2 1 (1.15%) Security Cleared
Quality Assurance & Compliance
1 3 (3.45%) QA
System Software
1 24 (27.59%) Docker
2 13 (14.94%) HDFS
3 4 (4.60%) Active Directory
3 4 (4.60%) Virtual Machines
4 2 (2.30%) Apache ZooKeeper
5 1 (1.15%) Apache Flume
Systems Management
1 43 (49.43%) Opscode Chef
2 24 (27.59%) Ansible
3 15 (17.24%) Puppet
4 8 (9.20%) Hadoop YARN
4 8 (9.20%) Terraform
5 4 (4.60%) Kubernetes
6 2 (2.30%) Salt
7 1 (1.15%) Oozie
Vendors
1 15 (17.24%) Oracle
2 6 (6.90%) Informatica
3 5 (5.75%) MicroStrategy
3 5 (5.75%) SAP
3 5 (5.75%) Tableau
4 4 (4.60%) Talend
5 3 (3.45%) Ab Initio
5 3 (3.45%) Actian
5 3 (3.45%) Google
5 3 (3.45%) Microsoft
5 3 (3.45%) ParAccel
5 3 (3.45%) Sybase
5 3 (3.45%) Teradata
6 2 (2.30%) Salesforce.com
7 1 (1.15%) Cloudera
7 1 (1.15%) Splunk
London
Yellot Limited
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