Period
to 20 June 2018

The following table provides summary statistics for contract job vacancies advertised in Liverpool with a requirement for Amazon AWS skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon AWS over the 6 months to 20 June 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 Web Services (AWS)
Merseyside > Liverpool
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 23 39 38
Rank change year-on-year +16 -1 +8
Contract jobs citing Amazon AWS 17 15 14
As % of all contract IT jobs advertised in Liverpool 4.50% 2.88% 2.83%
As % of the Cloud Services category 34.00% 24.59% 43.75%
Number of daily rates quoted 16 6 8
Liverpool median daily rate £550 £403 £446
Median daily rate % change year-on-year +36.65% -9.80% +48.75%
10th Percentile £343 £312 £373
90th Percentile £794 £438 £625
Merseyside median daily rate £550 £405 £400
% change year-on-year +35.80% +1.25% +6.67%
Number of hourly rates quoted 0 0 0
Liverpool median hourly rate - - -
Merseyside median hourly rate - - -

Amazon AWS 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 Liverpool with a requirement for cloud computing skills.

All Cloud Skills
Liverpool
Contract vacancies with a requirement for cloud computing skills 50 61 32
As % of all contract IT jobs advertised in Liverpool 13.23% 11.71% 6.48%
Number of daily rates quoted 37 32 21
Liverpool median daily rate £450 £261 £385
Median daily rate % change year-on-year +72.25% -32.14% +28.33%
10th Percentile £154 £113 £200
90th Percentile £625 £575 £525
Merseyside median daily rate £463 £313 £400
% change year-on-year +48.00% -21.88% +23.08%
Number of hourly rates quoted 1 5 1
Liverpool median hourly rate £20.00 £12.50 £11.00
Median hourly rate % change year-on-year +60.00% +13.64% -
Merseyside median hourly rate £20.00 £12.50 £11.00
% change year-on-year +60.00% +13.64% -

Amazon AWS
Job Vacancy Trend in Liverpool

Job postings citing Amazon AWS as a percentage of all IT jobs advertised in Liverpool.

Job vacancy trend for Amazon AWS in Liverpool

Amazon AWS
Contractor Daily Rate Trend in Liverpool

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Amazon AWS in Liverpool.

Contractor daily rate trend for Amazon AWS in Liverpool

Amazon AWS
Contractor Daily Rate Histogram in Liverpool

The daily rate distribution of IT jobs citing Amazon AWS in Liverpool over the 6 months to 20 June 2018.

Contractor daily rate histogram for Amazon AWS in Liverpool

For the 6 months to 20 June 2018, IT contractor jobs citing Amazon AWS 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 Liverpool region with a requirement for Amazon AWS.

1 8 (47.06%) Puppet
1 8 (47.06%) Ansible
1 8 (47.06%) DevOps
2 6 (35.29%) Jenkins
3 5 (29.41%) Opscode Chef
3 5 (29.41%) Cloud Foundry
3 5 (29.41%) C#
3 5 (29.41%) Linux
3 5 (29.41%) Google
3 5 (29.41%) Banking
3 5 (29.41%) BDD
4 4 (23.53%) Cucumber
4 4 (23.53%) Microsoft Azure
4 4 (23.53%) Maven
4 4 (23.53%) Selenium
4 4 (23.53%) SC Cleared
4 4 (23.53%) Security Cleared
4 4 (23.53%) JMeter
4 4 (23.53%) SQL Server
4 4 (23.53%) Spock
4 4 (23.53%) Datadog
4 4 (23.53%) Node.js
4 4 (23.53%) Gradle
4 4 (23.53%) Artifactory
4 4 (23.53%) GitHub
4 4 (23.53%) Bitbucket
4 4 (23.53%) SonarQube
4 4 (23.53%) Terraform
5 3 (17.65%) Virtual Private Cloud
5 3 (17.65%) React

Amazon AWS
Co-occurring IT Skills in Liverpool 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 5 (29.41%) Cloud Foundry
2 2 (11.76%) Oracle SOA Suite
3 1 (5.88%) Apache Spark
3 1 (5.88%) nginx
3 1 (5.88%) Tomcat
3 1 (5.88%) WebSphere
3 1 (5.88%) WebSphere Application Server
Business Applications
1 1 (5.88%) Payment Gateway
Cloud Services
1 4 (23.53%) Datadog
1 4 (23.53%) GitHub
1 4 (23.53%) Microsoft Azure
2 3 (17.65%) Amazon EC2
2 3 (17.65%) Google Cloud Platform
2 3 (17.65%) Virtual Private Cloud
3 2 (11.76%) Amazon S3
3 2 (11.76%) AWS Lambda
3 2 (11.76%) IaaS
3 2 (11.76%) IBM Cloud
3 2 (11.76%) SaaS
3 2 (11.76%) Serverless
4 1 (5.88%) Amazon ELB
4 1 (5.88%) AWS CloudFormation
4 1 (5.88%) PaaS
Communications & Networking
1 1 (5.88%) DNS
1 1 (5.88%) LAN
1 1 (5.88%) Unified Communications
1 1 (5.88%) WAN
Database & Business Intelligence
1 4 (23.53%) SQL Server
2 2 (11.76%) Amazon DynamoDB
2 2 (11.76%) Big Data
2 2 (11.76%) PostgreSQL
3 1 (5.88%) Amazon RDS
3 1 (5.88%) Apache Cassandra
3 1 (5.88%) Apache Hive
3 1 (5.88%) Hadoop
3 1 (5.88%) NoSQL
Development Applications
1 6 (35.29%) Jenkins
2 4 (23.53%) Artifactory
2 4 (23.53%) Bitbucket
2 4 (23.53%) Cucumber
2 4 (23.53%) Gradle
2 4 (23.53%) JMeter
2 4 (23.53%) Maven
2 4 (23.53%) Selenium
2 4 (23.53%) SonarQube
2 4 (23.53%) Spock
3 1 (5.88%) GitLab
General
1 5 (29.41%) Banking
Job Titles
1 7 (41.18%) DevOps Engineer
2 5 (29.41%) Developer
3 4 (23.53%) Architect
3 4 (23.53%) AWS DevOps
3 4 (23.53%) AWS DevOps Engineer
3 4 (23.53%) AWS Engineer
3 4 (23.53%) Cloud Architect
3 4 (23.53%) Cloud Engineer
4 2 (11.76%) .NET Developer
4 2 (11.76%) C# .NET Developer
4 2 (11.76%) C# Developer
5 1 (5.88%) Consultant
5 1 (5.88%) DevOps Consultant
5 1 (5.88%) Security Architect
5 1 (5.88%) Senior Consultant
5 1 (5.88%) Senior DevOps
5 1 (5.88%) Senior DevOps Consultant
Libraries, Frameworks & Software Standards
1 4 (23.53%) Node.js
2 3 (17.65%) React
3 2 (11.76%) .NET
3 2 (11.76%) AngularJS
3 2 (11.76%) Web Services
4 1 (5.88%) JSON
4 1 (5.88%) LAMP
4 1 (5.88%) Middleware
4 1 (5.88%) RESTful
4 1 (5.88%) YAML
Miscellaneous
1 1 (5.88%) Enterprise Software
1 1 (5.88%) Greenfield Project
1 1 (5.88%) Hybrid Cloud
1 1 (5.88%) iPad
1 1 (5.88%) Mobile App
1 1 (5.88%) Smartphone
Operating Systems
1 5 (29.41%) Linux
2 2 (11.76%) Windows
3 1 (5.88%) CentOS
3 1 (5.88%) Red Hat Enterprise Linux
Processes & Methodologies
1 8 (47.06%) DevOps
2 5 (29.41%) BDD
3 2 (11.76%) Agile Software Development
3 2 (11.76%) E-Commerce
3 2 (11.76%) SOA
3 2 (11.76%) TDD
4 1 (5.88%) Application Virtualisation
4 1 (5.88%) Configuration Management
4 1 (5.88%) Continuous Integration
4 1 (5.88%) Deployment Automation
4 1 (5.88%) Identity Access Management
4 1 (5.88%) Kanban
4 1 (5.88%) Microservices
4 1 (5.88%) Open Source
4 1 (5.88%) OWASP
4 1 (5.88%) Records Management
4 1 (5.88%) Scrum
4 1 (5.88%) Security Architecture
Programming Languages
1 5 (29.41%) C#
2 3 (17.65%) Bash Shell
2 3 (17.65%) JavaScript
2 3 (17.65%) Shell Script
3 2 (11.76%) Ruby
3 2 (11.76%) SQL
4 1 (5.88%) C++
4 1 (5.88%) Groovy
4 1 (5.88%) Java
4 1 (5.88%) Python
Qualifications
1 4 (23.53%) SC Cleared
1 4 (23.53%) Security Cleared
2 1 (5.88%) CISA
2 1 (5.88%) CISM
2 1 (5.88%) CISSP
2 1 (5.88%) Degree
Quality Assurance & Compliance
1 1 (5.88%) GDPR
1 1 (5.88%) ISO/IEC 27001
1 1 (5.88%) NIST 800
System Software
1 3 (17.65%) Docker
2 1 (5.88%) Active Directory
2 1 (5.88%) Virtual Machines
Systems Management
1 8 (47.06%) Ansible
1 8 (47.06%) Puppet
2 5 (29.41%) Opscode Chef
3 4 (23.53%) Terraform
4 2 (11.76%) Packer
4 2 (11.76%) Rancher
5 1 (5.88%) Kubernetes
Vendors
1 5 (29.41%) Google
2 2 (11.76%) IBM
2 2 (11.76%) Oracle
2 2 (11.76%) Salesforce.com
3 1 (5.88%) Red Hat