Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Job Locations Skill Sets
Period
to 19 September 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 19 September 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
19 Sep 2017		 Same period 2016 Same period 2015
Rank 852 870 892
Rank change year-on-year +18 +22 -
Contract jobs citing AWS CloudTrail 7 19 14
As % of all contract IT jobs advertised in the UK 0.007% 0.018% 0.012%
As % of the Cloud Services category 0.048% 0.17% 0.20%
Number of daily rates quoted 2 7 6
UK median daily rate £475 £500 £366
Median daily rate % change year-on-year -5.00% +36.52% -
10th Percentile £390 £475 £362
90th Percentile £560 £548 £494
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 14594 11463 6949
As % of all contract IT jobs advertised in the UK 14.79% 10.71% 6.13%
Number of daily rates quoted 9982 7968 4571
UK median daily rate £463 £450 £410
Median daily rate % change year-on-year +2.78% +9.76% -
10th Percentile £269 £281 £250
90th Percentile £622 £605 £575
UK excluding London median daily rate £425 £425 £400
% change year-on-year - +6.25% +2.56%
Number of hourly rates quoted 219 178 132
UK median hourly rate £20.00 £18.77 £22.75
Median hourly rate % change year-on-year +6.54% -17.48% +30.00%
10th Percentile £11.25 £11.50 £11.25
90th Percentile £63.75 £48.49 £40.00
UK excluding London median hourly rate £18.98 £17.00 £23.00
% change year-on-year +11.65% -26.09% +31.43%

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 19 September 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 19 September 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 +28 7 £475 -5.00%
London -6 6 £475 -5.00%
UK excluding London +35 1 - -
East of England - 1 - -

For the 6 months to 19 September 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 7 (100.00%) Amazon AWS
2 6 (85.71%) Amazon EC2
2 6 (85.71%) Amazon S3
2 6 (85.71%) Amazon CloudWatch
2 6 (85.71%) Virtual Private Cloud
3 5 (71.43%) Terraform
3 5 (71.43%) Amazon RDS
3 5 (71.43%) DevOps
3 5 (71.43%) nginx
3 5 (71.43%) Python
4 4 (57.14%) Bash Shell
4 4 (57.14%) Jenkins
4 4 (57.14%) AWS Lambda
5 3 (42.86%) Elastic Stack
5 3 (42.86%) Prometheus
5 3 (42.86%) rkt
5 3 (42.86%) Sysdig
5 3 (42.86%) Consul
5 3 (42.86%) Sonatype Nexus
5 3 (42.86%) LEMP Stack
5 3 (42.86%) LAPP Stack
5 3 (42.86%) CoreOS
5 3 (42.86%) Packer
5 3 (42.86%) logstash
5 3 (42.86%) ForgeRock
5 3 (42.86%) Ansible
5 3 (42.86%) Docker
5 3 (42.86%) Artifactory
5 3 (42.86%) Amazon ELB
5 3 (42.86%) Go

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 5 (71.43%) nginx
2 3 (42.86%) Apache
2 3 (42.86%) Apache Spark
2 3 (42.86%) Tomcat
3 2 (28.57%) Elasticsearch
4 1 (14.29%) Jetty
Applications
1 1 (14.29%) HipChat
Cloud Services
1 7 (100.00%) Amazon AWS
2 6 (85.71%) Amazon CloudWatch
2 6 (85.71%) Amazon EC2
2 6 (85.71%) Amazon S3
2 6 (85.71%) Virtual Private Cloud
3 4 (57.14%) AWS Lambda
4 3 (42.86%) Amazon ELB
5 2 (28.57%) AWS CloudFormation
5 2 (28.57%) CloudFront
6 1 (14.29%) Amazon Glacier
6 1 (14.29%) Amazon Kinesis
6 1 (14.29%) Amazon SQS
6 1 (14.29%) AWS Elastic Beanstalk
6 1 (14.29%) Azure Active Directory
6 1 (14.29%) GitHub
6 1 (14.29%) Microsoft Azure
6 1 (14.29%) PaaS
6 1 (14.29%) Route 53
6 1 (14.29%) Slack
Communications & Networking
1 3 (42.86%) OpenLDAP
2 1 (14.29%) DHCP
2 1 (14.29%) DNS
2 1 (14.29%) Firewall
2 1 (14.29%) TCP/IP
2 1 (14.29%) VPN
Database & Business Intelligence
1 5 (71.43%) Amazon RDS
2 3 (42.86%) Hadoop
2 3 (42.86%) MySQL
2 3 (42.86%) PostgreSQL
3 2 (28.57%) Amazon DynamoDB
4 1 (14.29%) HDInsight
4 1 (14.29%) MongoDB
Development Applications
1 4 (57.14%) Jenkins
2 3 (42.86%) Artifactory
2 3 (42.86%) Git (software)
2 3 (42.86%) Sonatype Nexus
3 1 (14.29%) Babel
3 1 (14.29%) Bower
3 1 (14.29%) Gradle
3 1 (14.29%) Grunt
3 1 (14.29%) JMeter
3 1 (14.29%) Mocha
3 1 (14.29%) SoapUI
3 1 (14.29%) Travis CI
3 1 (14.29%) Zephyr
General
1 2 (28.57%) Advertising
2 1 (14.29%) Marketing
Job Titles
1 3 (42.86%) DevOps Engineer
2 2 (28.57%) AWS Specialist
3 1 (14.29%) Applications Tester
3 1 (14.29%) AWS DevOps
3 1 (14.29%) AWS DevOps Engineer
3 1 (14.29%) AWS Engineer
3 1 (14.29%) Cloud Engineer
3 1 (14.29%) Cloud Specialist
3 1 (14.29%) Consultant
3 1 (14.29%) DevOps Consultant
3 1 (14.29%) DevOps Specialist
3 1 (14.29%) Tester
Libraries, Frameworks & Software Standards
1 3 (42.86%) Elastic Stack
1 3 (42.86%) LAMP
1 3 (42.86%) LAPP Stack
1 3 (42.86%) LEMP Stack
1 3 (42.86%) Node.js
2 1 (14.29%) .NET
2 1 (14.29%) Akka
2 1 (14.29%) Chai
2 1 (14.29%) Dropwizard
2 1 (14.29%) HTML
2 1 (14.29%) HTML5
2 1 (14.29%) RabbitMQ
2 1 (14.29%) React
2 1 (14.29%) REST
2 1 (14.29%) RESTful
2 1 (14.29%) Sass
2 1 (14.29%) Spring
2 1 (14.29%) Spring Boot
2 1 (14.29%) Swagger
2 1 (14.29%) YAML
Operating Systems
1 3 (42.86%) CentOS
1 3 (42.86%) CoreOS
1 3 (42.86%) Linux
1 3 (42.86%) Red Hat Enterprise Linux
Processes & Methodologies
1 5 (71.43%) DevOps
2 2 (28.57%) Agile Software Development
2 2 (28.57%) Microservices
3 1 (14.29%) Ad Operations
3 1 (14.29%) Analytics
3 1 (14.29%) API Development
3 1 (14.29%) Auto-Scaling
3 1 (14.29%) B2B
3 1 (14.29%) Continuous Integration
3 1 (14.29%) ITIL
3 1 (14.29%) Software Engineering
3 1 (14.29%) Test Automation
3 1 (14.29%) Test Management
3 1 (14.29%) Web Application Development
Programming Languages
1 5 (71.43%) Python
2 4 (57.14%) Bash Shell
3 3 (42.86%) Go
3 3 (42.86%) Ruby
4 1 (14.29%) Java
4 1 (14.29%) JavaScript
4 1 (14.29%) Perl
4 1 (14.29%) PowerShell
4 1 (14.29%) R
4 1 (14.29%) Scala
4 1 (14.29%) VBScript
Qualifications
1 2 (28.57%) DV Cleared
1 2 (28.57%) SC Cleared
1 2 (28.57%) Security Cleared
2 1 (14.29%) AWS Certification
2 1 (14.29%) ITIL Certification
2 1 (14.29%) Microsoft Certification
Quality Assurance & Compliance
1 1 (14.29%) QA
System Software
1 3 (42.86%) Docker
1 3 (42.86%) HDFS
1 3 (42.86%) Squid
2 1 (14.29%) Virtual Machines
Systems Management
1 5 (71.43%) Terraform
2 3 (42.86%) Ansible
2 3 (42.86%) Consul
2 3 (42.86%) Hadoop YARN
2 3 (42.86%) Kibana
2 3 (42.86%) Kubernetes
2 3 (42.86%) logstash
2 3 (42.86%) Packer
2 3 (42.86%) Prometheus
2 3 (42.86%) Puppet
2 3 (42.86%) rkt
2 3 (42.86%) Sysdig
2 3 (42.86%) ZABBIX
3 2 (28.57%) Nagios
Vendors
1 3 (42.86%) ForgeRock
1 3 (42.86%) Oracle
1 3 (42.86%) Red Hat
2 1 (14.29%) Databricks
2 1 (14.29%) Microsoft