The following table provides summary statistics for permanent job vacancies with a requirement for AWS CloudTrail skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited AWS CloudTrail over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Amazon AWS CloudTrail
UK
Rank 861 963 -
Rank change year-on-year +102 -  
Permanent jobs citing AWS CloudTrail 6 1 0
As % of all permanent IT jobs advertised in the UK 0.007% 0.001% -
As % of the Cloud Services category 0.048% 0.009% -
Number of salaries quoted 4 1 0
Median salary £90,000 £48,000 -
Median salary % change year-on-year +87.50% -  
UK excluding London median salary £95,000 - -

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

Cloud Computing Skills
UK
Permanent job vacancies with a requirement for cloud computing skills 12409 11559 8855
As % of all permanent IT job vacancies advertised in the UK 14.61% 11.19% 8.34%
Number of salaries quoted 10337 9709 7046
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £30,000 £31,000 £30,000
10% offered a salary of more than £77,500 £72,500 £77,500
UK excluding London median salary £45,000 £45,000 £45,000

AWS CloudTrail
Job Vacancy Trend

The job posting trend of jobs advertised citing AWS CloudTrail as a proportion of all permanent or contract IT jobs with a match in the Cloud Services category.

Job vacancy trend for AWS CloudTrail in the UK

AWS CloudTrail
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing AWS CloudTrail.

Salary trend for AWS CloudTrail in the UK

AWS CloudTrail
Salary Histogram

The salary distribution of IT jobs citing AWS CloudTrail over the 3 months to 25 March 2017.

Salary histogram for AWS CloudTrail in the UK

AWS CloudTrail
Top 4 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AWS CloudTrail within the UK over the 3 months to 25 March 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +97 6 £90,000 +87.50%
London +76 4 £77,500 +61.45%
Berkshire - 2 £95,000 -
South East - 2 £95,000 -

AWS CloudTrail
Top 30 Related IT Skills

For the 6 months to 25 March 2017, IT 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 job ads with a requirement for AWS CloudTrail.

1 8 (100.00%) Amazon AWS
1 8 (100.00%) AWS CloudFormation
1 8 (100.00%) Virtual Private Cloud
1 8 (100.00%) Amazon CloudWatch
2 7 (87.50%) DevOps
2 7 (87.50%) Amazon RDS
2 7 (87.50%) Amazon EC2
2 7 (87.50%) Amazon S3
2 7 (87.50%) MySQL
2 7 (87.50%) Web Services
3 5 (62.50%) Linux
3 5 (62.50%) Nagios
3 5 (62.50%) Microsoft Azure
3 5 (62.50%) Puppet
3 5 (62.50%) CloudFront
3 5 (62.50%) AWS Certification
3 5 (62.50%) Google Cloud Platform
4 4 (50.00%) Enterprise Software
4 4 (50.00%) Ansible
4 4 (50.00%) Vulnerability Assessment
4 4 (50.00%) ISO/IEC 27001
4 4 (50.00%) CISSP
4 4 (50.00%) Firewall
4 4 (50.00%) PostgreSQL
4 4 (50.00%) Windows
4 4 (50.00%) SQL Server
4 4 (50.00%) SAP
4 4 (50.00%) Java
5 3 (37.50%) HTTP
5 3 (37.50%) Python

AWS CloudTrail
Top Related 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 2 (25.00%) Apache
1 2 (25.00%) Elasticsearch
1 2 (25.00%) Jetty
1 2 (25.00%) MS Exchange
1 2 (25.00%) nginx
1 2 (25.00%) SharePoint
1 2 (25.00%) Skype for Business
Business Applications
1 2 (25.00%) SAP ERP
Cloud Services
1 8 (100.00%) Amazon AWS
1 8 (100.00%) Amazon CloudWatch
1 8 (100.00%) AWS CloudFormation
1 8 (100.00%) Virtual Private Cloud
2 7 (87.50%) Amazon EC2
2 7 (87.50%) Amazon S3
3 5 (62.50%) CloudFront
3 5 (62.50%) Google Cloud Platform
3 5 (62.50%) Microsoft Azure
4 3 (37.50%) AWS Elastic Beanstalk
4 3 (37.50%) G Suite
4 3 (37.50%) Office 365
5 2 (25.00%) Amazon SQS
5 2 (25.00%) GitHub
5 2 (25.00%) Route 53
Communications & Networking
1 4 (50.00%) Firewall
2 3 (37.50%) HTTP
2 3 (37.50%) IPsec
3 2 (25.00%) LAN
3 2 (25.00%) VPN
3 2 (25.00%) WAN
4 1 (12.50%) DNS
4 1 (12.50%) Extranet
4 1 (12.50%) Internet
4 1 (12.50%) Intranet
4 1 (12.50%) Intrusion Detection
4 1 (12.50%) LDAP
4 1 (12.50%) MQTT
4 1 (12.50%) SSL
Database & Business Intelligence
1 7 (87.50%) Amazon RDS
1 7 (87.50%) MySQL
2 4 (50.00%) PostgreSQL
2 4 (50.00%) SQL Server
3 3 (37.50%) Apache Cassandra
4 2 (25.00%) Data Warehouse
4 2 (25.00%) Hazelcast
5 1 (12.50%) Big Data
5 1 (12.50%) Hadoop
5 1 (12.50%) MongoDB
5 1 (12.50%) NoSQL
5 1 (12.50%) Oracle Database
5 1 (12.50%) Redis
Development Applications
1 3 (37.50%) Git (software)
1 3 (37.50%) Jenkins
1 3 (37.50%) Subversion
2 2 (25.00%) Artifactory
2 2 (25.00%) JIRA
2 2 (25.00%) Maven
2 2 (25.00%) TeamCity
2 2 (25.00%) Vagrant
General
1 1 (12.50%) Finance
1 1 (12.50%) Legal
1 1 (12.50%) Telecoms
Job Titles
1 2 (25.00%) Cloud Consultant
1 2 (25.00%) Cloud Engineer
1 2 (25.00%) Consultant
1 2 (25.00%) DevOps Engineer
2 1 (12.50%) AWS Consultant
2 1 (12.50%) AWS Engineer
2 1 (12.50%) Azure Consultant
2 1 (12.50%) Cloud Software Engineer
2 1 (12.50%) Cloud Specialist
2 1 (12.50%) Development Engineer
2 1 (12.50%) Security Engineer
2 1 (12.50%) Software Development Engineer
2 1 (12.50%) Software Engineer
Libraries, Frameworks & Software Standards
1 7 (87.50%) Web Services
2 2 (25.00%) Elastic Stack
2 2 (25.00%) Hystrix
2 2 (25.00%) LAMP
2 2 (25.00%) LEMP Stack
2 2 (25.00%) RabbitMQ
2 2 (25.00%) Ruby on Rails
2 2 (25.00%) SAML
2 2 (25.00%) Spring
3 1 (12.50%) .NET
3 1 (12.50%) .NET Framework
3 1 (12.50%) Middleware
3 1 (12.50%) Node.js
3 1 (12.50%) REST
3 1 (12.50%) SOAP
3 1 (12.50%) XML
Miscellaneous
1 4 (50.00%) Enterprise Software
2 3 (37.50%) Analytical Skills
3 2 (25.00%) Linux Command Line
4 1 (12.50%) Algorithms
4 1 (12.50%) Blog
4 1 (12.50%) Computer Science
4 1 (12.50%) Distributed Denial-of-Service
4 1 (12.50%) Internet of Things
4 1 (12.50%) Management Information System
4 1 (12.50%) Mobile App
4 1 (12.50%) User Experience
Operating Systems
1 5 (62.50%) Linux
2 4 (50.00%) Windows
3 2 (25.00%) Debian
3 2 (25.00%) Ubuntu
4 1 (12.50%) Android
4 1 (12.50%) Apple iOS
Processes & Methodologies
1 7 (87.50%) DevOps
2 4 (50.00%) Vulnerability Assessment
3 2 (25.00%) Agile Software Development
3 2 (25.00%) Auto-Scaling
3 2 (25.00%) Configuration Management
3 2 (25.00%) Continuous Integration
3 2 (25.00%) ERP
3 2 (25.00%) Identity Access Management
3 2 (25.00%) ITIL
3 2 (25.00%) Open Source
3 2 (25.00%) Penetration Testing
3 2 (25.00%) Security Management
3 2 (25.00%) Service Delivery
4 1 (12.50%) Analytics
4 1 (12.50%) Computer Security
4 1 (12.50%) ISMS
4 1 (12.50%) Machine Learning
4 1 (12.50%) MapReduce
4 1 (12.50%) Vulnerability Management
4 1 (12.50%) Web Application Development
Programming Languages
1 4 (50.00%) Java
2 3 (37.50%) Python
2 3 (37.50%) Ruby
3 2 (25.00%) Bash Shell
3 2 (25.00%) SQL
4 1 (12.50%) AWK
4 1 (12.50%) C
4 1 (12.50%) C++
4 1 (12.50%) Go
4 1 (12.50%) JavaScript
4 1 (12.50%) Perl
4 1 (12.50%) PHP
4 1 (12.50%) VB
Qualifications
1 5 (62.50%) AWS Certification
2 4 (50.00%) CISSP
3 3 (37.50%) Cisco Certification
3 3 (37.50%) CISM
4 2 (25.00%) CCNA
4 2 (25.00%) CCNP
4 2 (25.00%) CISA
4 2 (25.00%) Degree
4 2 (25.00%) Microsoft Certification
5 1 (12.50%) (ISC)2 CCSP
5 1 (12.50%) CCSP
5 1 (12.50%) MCSD
5 1 (12.50%) MCSE
5 1 (12.50%) Oracle Certification
5 1 (12.50%) SSCP
Quality Assurance & Compliance
1 4 (50.00%) ISO/IEC 27001
2 3 (37.50%) PCI DSS
3 2 (25.00%) GCP
4 1 (12.50%) FISMA
4 1 (12.50%) GDPR
System Software
1 3 (37.50%) Active Directory
1 3 (37.50%) Xen
2 2 (25.00%) Apache ZooKeeper
2 2 (25.00%) VirtualBox
3 1 (12.50%) Docker
3 1 (12.50%) VMware Infrastructure
Systems Management
1 5 (62.50%) Nagios
1 5 (62.50%) Puppet
2 4 (50.00%) Ansible
3 3 (37.50%) Opscode Chef
4 2 (25.00%) Grafana
4 2 (25.00%) HAProxy
4 2 (25.00%) Kibana
4 2 (25.00%) logstash
4 2 (25.00%) Packer
Vendors
1 4 (50.00%) SAP
2 3 (37.50%) Google
2 3 (37.50%) VMware
3 2 (25.00%) Microsoft
3 2 (25.00%) New Relic
3 2 (25.00%) Oracle