Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies with a requirement for AWS CloudTrail skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited AWS CloudTrail over the 6 months to 23 November 2017 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 AWS CloudTrail
UK
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 879 849 877
Rank change year-on-year -30 +28 -
Contract jobs citing AWS CloudTrail 8 42 18
As % of all contract IT jobs advertised in the UK 0.008% 0.040% 0.016%
As % of the Cloud Services category 0.048% 0.34% 0.24%
Number of daily rates quoted 6 12 10
UK median daily rate £500 £538 £488
Median daily rate % change year-on-year -6.98% +10.26% -
10th Percentile £400 £480 £364
90th Percentile £613 £636 £550
UK excluding London median daily rate - £494 £366
% change year-on-year - +34.81% -
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding London median hourly rate - - -

AWS CloudTrail is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for cloud computing skills.

All Cloud Skills
UK
Contract vacancies with a requirement for cloud computing skills 16802 12468 7452
As % of all contract IT jobs advertised in the UK 16.30% 11.84% 6.56%
Number of daily rates quoted 11640 8582 5033
UK median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% -
10th Percentile £275 £275 £263
90th Percentile £625 £600 £588
UK excluding London median daily rate £425 £425 £400
% change year-on-year - +6.25% -
Number of hourly rates quoted 227 187 114
UK median hourly rate £19.63 £18.00 £21.25
Median hourly rate % change year-on-year +9.03% -15.29% +18.06%
10th Percentile £11.15 £11.66 £10.50
90th Percentile £58.75 £56.75 £38.75
UK excluding London median hourly rate £17.50 £17.03 £22.50
% change year-on-year +2.76% -24.31% +28.57%

AWS CloudTrail
Job Vacancy Trend

Job postings citing AWS CloudTrail as a percentage of all IT jobs advertised.

Job vacancy trend for AWS CloudTrail in the UK

AWS CloudTrail
Contractor Daily Rate Trend

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

Contractor daily rate trend for AWS CloudTrail in the UK

AWS CloudTrail
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing AWS CloudTrail over the 6 months to 23 November 2017.

Contractor daily rate histogram for AWS CloudTrail in the UK

AWS CloudTrail
Top 4 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing AWS CloudTrail within the UK over the 6 months to 23 November 2017. 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
England -18 8 £500 -6.98% 4
London -30 7 £500 -9.50% 3
UK excluding London +16 1 - - 1
East of England - 1 - - 1

For the 6 months to 23 November 2017, IT contractor jobs citing AWS CloudTrail also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for AWS CloudTrail.

1 8 (100.00%) Amazon AWS
2 7 (87.50%) Amazon EC2
2 7 (87.50%) Virtual Private Cloud
3 6 (75.00%) Amazon S3
3 6 (75.00%) Jenkins
3 6 (75.00%) Python
4 5 (62.50%) Java
4 5 (62.50%) Route 53
4 5 (62.50%) Amazon CloudWatch
4 5 (62.50%) AWS CloudFormation
4 5 (62.50%) DevOps
5 4 (50.00%) Amazon RDS
5 4 (50.00%) GitHub
5 4 (50.00%) RabbitMQ
5 4 (50.00%) Web Services
5 4 (50.00%) Spring
5 4 (50.00%) Software Engineering
5 4 (50.00%) Jetty
5 4 (50.00%) nginx
6 3 (37.50%) Git (software)
6 3 (37.50%) JIRA
6 3 (37.50%) Ubuntu
6 3 (37.50%) Agile Software Development
6 3 (37.50%) Subversion
6 3 (37.50%) HTTP
6 3 (37.50%) HTML
6 3 (37.50%) Linux
6 3 (37.50%) Apache
6 3 (37.50%) Configuration Management
6 3 (37.50%) Firewall

AWS CloudTrail
Co-occurring 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 4 (50.00%) Jetty
1 4 (50.00%) nginx
2 3 (37.50%) Apache
3 2 (25.00%) Elasticsearch
4 1 (12.50%) Apache Spark
4 1 (12.50%) Confluence
4 1 (12.50%) GlassFish
4 1 (12.50%) JBoss
4 1 (12.50%) OpenStack
4 1 (12.50%) WildFly
Applications
1 1 (12.50%) HipChat
Cloud Services
1 8 (100.00%) Amazon AWS
2 7 (87.50%) Amazon EC2
2 7 (87.50%) Virtual Private Cloud
3 6 (75.00%) Amazon S3
4 5 (62.50%) Amazon CloudWatch
4 5 (62.50%) AWS CloudFormation
4 5 (62.50%) Route 53
5 4 (50.00%) GitHub
6 3 (37.50%) Amazon SQS
6 3 (37.50%) AWS Lambda
6 3 (37.50%) Serverless
7 2 (25.00%) Amazon Kinesis
7 2 (25.00%) Azure Active Directory
7 2 (25.00%) CloudFront
7 2 (25.00%) Microsoft Azure
8 1 (12.50%) Akamai
8 1 (12.50%) Amazon ELB
8 1 (12.50%) Amazon Glacier
8 1 (12.50%) AWS OpsWorks
8 1 (12.50%) Slack
Communications & Networking
1 3 (37.50%) Firewall
1 3 (37.50%) HTTP
2 2 (25.00%) LDAP
2 2 (25.00%) Network Security
2 2 (25.00%) ZigBee
3 1 (12.50%) DHCP
3 1 (12.50%) DNS
3 1 (12.50%) TCP/IP
Database & Business Intelligence
1 4 (50.00%) Amazon RDS
2 2 (25.00%) Amazon DynamoDB
2 2 (25.00%) Apache Cassandra
2 2 (25.00%) Hazelcast
2 2 (25.00%) HDInsight
2 2 (25.00%) MongoDB
2 2 (25.00%) MySQL
3 1 (12.50%) Data Lake
3 1 (12.50%) Hadoop
Development Applications
1 6 (75.00%) Jenkins
2 3 (37.50%) Git (software)
2 3 (37.50%) JIRA
2 3 (37.50%) Subversion
3 2 (25.00%) Artifactory
3 2 (25.00%) Babel
3 2 (25.00%) Bower
3 2 (25.00%) Gradle
3 2 (25.00%) Grunt
3 2 (25.00%) Maven
3 2 (25.00%) TeamCity
3 2 (25.00%) Travis CI
3 2 (25.00%) Vagrant
4 1 (12.50%) Apache Continuum
4 1 (12.50%) Bitbucket
4 1 (12.50%) JMeter
4 1 (12.50%) Mocha
4 1 (12.50%) SoapUI
4 1 (12.50%) Zephyr
General
1 2 (25.00%) Advertising
2 1 (12.50%) Marketing
Job Titles
1 3 (37.50%) DevOps Engineer
2 1 (12.50%) Applications Tester
2 1 (12.50%) AWS DevOps
2 1 (12.50%) AWS DevOps Engineer
2 1 (12.50%) AWS Engineer
2 1 (12.50%) AWS Specialist
2 1 (12.50%) Data Engineer
2 1 (12.50%) Data Scientist
2 1 (12.50%) Senior Data Engineer
2 1 (12.50%) Senior Data Scientist
2 1 (12.50%) Senior DevOps
2 1 (12.50%) Senior DevOps Engineer
2 1 (12.50%) Tester
Libraries, Frameworks & Software Standards
1 4 (50.00%) RabbitMQ
1 4 (50.00%) Spring
1 4 (50.00%) Web Services
2 3 (37.50%) HTML
3 2 (25.00%) .NET
3 2 (25.00%) Akka
3 2 (25.00%) Dropwizard
3 2 (25.00%) Elastic Stack
3 2 (25.00%) HTML5
3 2 (25.00%) Hystrix
3 2 (25.00%) LAMP
3 2 (25.00%) LEMP Stack
3 2 (25.00%) OAuth
3 2 (25.00%) React
3 2 (25.00%) REST
3 2 (25.00%) Ruby on Rails
3 2 (25.00%) Sass
3 2 (25.00%) Spring Boot
3 2 (25.00%) Swagger
4 1 (12.50%) Chai
Miscellaneous
1 2 (25.00%) Analytical Skills
1 2 (25.00%) Linux Command Line
2 1 (12.50%) Computer Science
2 1 (12.50%) Distributed Denial-of-Service
2 1 (12.50%) Hybrid Cloud
Operating Systems
1 3 (37.50%) Linux
1 3 (37.50%) Ubuntu
2 2 (25.00%) Debian
2 2 (25.00%) Unix
Processes & Methodologies
1 5 (62.50%) DevOps
2 4 (50.00%) Software Engineering
3 3 (37.50%) Agile Software Development
3 3 (37.50%) Configuration Management
4 2 (25.00%) Analytics
4 2 (25.00%) Continuous Integration
4 2 (25.00%) Information Security
4 2 (25.00%) Microservices
4 2 (25.00%) Open Source
4 2 (25.00%) Security Operations
4 2 (25.00%) Threat Modelling
5 1 (12.50%) Ad Operations
5 1 (12.50%) API Development
5 1 (12.50%) Artificial Intelligence
5 1 (12.50%) Continuous Delivery
5 1 (12.50%) DDoS Mitigation
5 1 (12.50%) Migration
5 1 (12.50%) Test Automation
5 1 (12.50%) Test Management
5 1 (12.50%) Web Application Development
Programming Languages
1 6 (75.00%) Python
2 5 (62.50%) Java
3 3 (37.50%) Bash Shell
4 2 (25.00%) JavaScript
4 2 (25.00%) R
4 2 (25.00%) Ruby
4 2 (25.00%) Scala
5 1 (12.50%) Perl
5 1 (12.50%) PowerShell
5 1 (12.50%) VBScript
Qualifications
1 1 (12.50%) AWS Certification
1 1 (12.50%) Computer Science Degree
1 1 (12.50%) Degree
1 1 (12.50%) ITIL Certification
1 1 (12.50%) Microsoft Certification
Quality Assurance & Compliance
1 2 (25.00%) QA
System Software
1 2 (25.00%) Apache ZooKeeper
1 2 (25.00%) Firmware
1 2 (25.00%) Virtual Machines
1 2 (25.00%) VirtualBox
2 1 (12.50%) Docker
Systems Management
1 2 (25.00%) Ansible
1 2 (25.00%) Grafana
1 2 (25.00%) HAProxy
1 2 (25.00%) Kibana
1 2 (25.00%) logstash
1 2 (25.00%) Nagios
1 2 (25.00%) Packer
1 2 (25.00%) Puppet
1 2 (25.00%) Terraform
2 1 (12.50%) Kubernetes
2 1 (12.50%) Opscode Chef
Vendors
1 2 (25.00%) Databricks
1 2 (25.00%) New Relic
2 1 (12.50%) Intel
2 1 (12.50%) Microsoft
2 1 (12.50%) Splunk