Period
to 21 November 2018

The following table provides summary statistics for contract job vacancies advertised in the North West with a requirement for Amazon EMR skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon EMR over the 6 months to 21 November 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Elastic MapReduce (Amazon EMR)
England > North West
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 220 - 223
Rank change year-on-year - +223 +6
Contract jobs citing Amazon EMR 5 0 5
As % of all contract IT jobs advertised in the North West 0.084% - 0.073%
As % of the Cloud Services category 0.37% - 0.78%
Number of daily rates quoted 3 0 3
North West median daily rate £575 - £550
10th Percentile £468 - £500
90th Percentile £658 - £610
England median daily rate £538 £525 £525
% change year-on-year +2.38% - +16.67%
Number of hourly rates quoted 0 0 0
North West median hourly rate - - -
England median hourly rate £75.00 - -

Amazon EMR is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the North West with a requirement for cloud computing skills.

All Cloud Skills
North West
Contract vacancies with a requirement for cloud computing skills 1,338 747 645
As % of all contract IT jobs advertised in the North West 22.45% 13.01% 9.46%
Number of daily rates quoted 863 481 410
North West median daily rate £438 £425 £425
Median daily rate % change year-on-year +2.94% - +3.66%
10th Percentile £225 £250 £274
90th Percentile £613 £600 £571
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% +5.88%
Number of hourly rates quoted 71 5 11
North West median hourly rate £17.50 £20.00 £14.00
Median hourly rate % change year-on-year -12.50% +42.86% -44.00%
10th Percentile £11.50 £9.60 £11.65
90th Percentile £42.50 £113.05 £15.25
England median hourly rate £17.50 £20.00 £19.00
% change year-on-year -12.50% +5.26% -12.20%

Amazon EMR
Job Vacancy Trend in the North West

Job postings citing Amazon EMR as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Amazon EMR in the North West

Amazon EMR
Contractor Daily Rate Trend in the North West

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Amazon EMR in the North West.

Contractor daily rate trend for Amazon EMR in the North West

Amazon EMR
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Amazon EMR in the North West over the 6 months to 21 November 2018.

Contractor daily rate histogram for Amazon EMR in the North West

Amazon EMR
Contract Job Locations in the North West

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 North West region over the 6 months to 21 November 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheshire - 3 £613 - 1
Manchester - 2 £463 - 2
Amazon EMR
England

For the 6 months to 21 November 2018, IT contractor jobs citing Amazon EMR also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the North West region with a requirement for Amazon EMR.

1 5 (100.00%) Amazon EC2
1 5 (100.00%) Amazon S3
1 5 (100.00%) Amazon AWS
2 3 (60.00%) Big Data
2 3 (60.00%) Python
2 3 (60.00%) Scala
2 3 (60.00%) Hadoop
2 3 (60.00%) DevOps
2 3 (60.00%) Apache Spark
3 2 (40.00%) Serverless
3 2 (40.00%) Amazon Athena
3 2 (40.00%) Amazon CloudWatch
3 2 (40.00%) AWS CloudFormation
3 2 (40.00%) AWS Elastic Beanstalk
3 2 (40.00%) AWS CloudTrail
3 2 (40.00%) AWS Lambda
3 2 (40.00%) Terraform
3 2 (40.00%) Electronic Patient Records
3 2 (40.00%) AWS Certification
3 2 (40.00%) Amazon Kinesis
3 2 (40.00%) Impala
3 2 (40.00%) VPN
3 2 (40.00%) Java
3 2 (40.00%) SQL
3 2 (40.00%) Web Services
3 2 (40.00%) Data Security
3 2 (40.00%) Migration
3 2 (40.00%) Hortonworks
3 2 (40.00%) Cloudera
3 2 (40.00%) Amazon DynamoDB

Amazon EMR
Co-occurring IT Skills in the North West 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 3 (60.00%) Apache Spark
2 2 (40.00%) Elasticsearch
3 1 (20.00%) Confluence
Cloud Services
1 5 (100.00%) Amazon AWS
1 5 (100.00%) Amazon EC2
1 5 (100.00%) Amazon S3
2 2 (40.00%) Amazon CloudWatch
2 2 (40.00%) Amazon ELB
2 2 (40.00%) Amazon Kinesis
2 2 (40.00%) Amazon SQS
2 2 (40.00%) AWS CloudFormation
2 2 (40.00%) AWS CloudTrail
2 2 (40.00%) AWS Elastic Beanstalk
2 2 (40.00%) AWS Lambda
2 2 (40.00%) Serverless
3 1 (20.00%) Virtual Private Cloud
Communications & Networking
1 2 (40.00%) VPN
Database & Business Intelligence
1 3 (60.00%) Big Data
1 3 (60.00%) Hadoop
2 2 (40.00%) Amazon Athena
2 2 (40.00%) Amazon DynamoDB
2 2 (40.00%) Amazon RDS
2 2 (40.00%) Amazon Redshift
2 2 (40.00%) Apache Cassandra
2 2 (40.00%) Apache Hive
2 2 (40.00%) Electronic Patient Records
2 2 (40.00%) Impala
2 2 (40.00%) NoSQL
Development Applications
1 1 (20.00%) Jenkins
1 1 (20.00%) JIRA
Job Titles
1 3 (60.00%) AWS Engineer
1 3 (60.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 2 (40.00%) Web Services
2 1 (20.00%) boto
2 1 (20.00%) HTML
2 1 (20.00%) JSON
2 1 (20.00%) Kafka
2 1 (20.00%) YAML
Miscellaneous
1 1 (20.00%) Linux Command Line
1 1 (20.00%) Self-Motivation
Operating Systems
1 1 (20.00%) Linux
1 1 (20.00%) Windows
Processes & Methodologies
1 3 (60.00%) DevOps
2 2 (40.00%) Data Security
2 2 (40.00%) Migration
3 1 (20.00%) Agile Software Development
3 1 (20.00%) Deployment Automation
3 1 (20.00%) High Availability
3 1 (20.00%) Scaled Agile Framework
3 1 (20.00%) Scrum
3 1 (20.00%) Test Automation
Programming Languages
1 3 (60.00%) Python
1 3 (60.00%) Scala
2 2 (40.00%) Java
2 2 (40.00%) SQL
3 1 (20.00%) Perl
Qualifications
1 2 (40.00%) AWS Certification
System Software
1 1 (20.00%) Active Directory
1 1 (20.00%) Docker
1 1 (20.00%) Virtual Machines
Systems Management
1 2 (40.00%) Opscode Chef
1 2 (40.00%) Terraform
2 1 (20.00%) Docker Swarm
2 1 (20.00%) Kubernetes
2 1 (20.00%) Puppet
2 1 (20.00%) Salt
Vendors
1 2 (40.00%) Cloudera
1 2 (40.00%) Hortonworks