Period
to 20 February 2018

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 6 months to 20 February 2018 with a comparison to the same period in the previous 2 years.

Amazon AWS CloudTrail
UK
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 1154 1177 1297
Rank change year-on-year +23 +120 -
Permanent jobs citing AWS CloudTrail 44 7 3
As % of all permanent IT jobs advertised in the UK 0.025% 0.004% 0.001%
As % of the Cloud Services category 0.12% 0.029% 0.014%
Number of salaries quoted 39 5 2
UK median annual salary £60,000 £80,000 £62,500
Median salary % change year-on-year -25.00% +28.00% -
10th Percentile £46,250 £53,500 £60,500
90th Percentile £87,500 £104,000 £64,500
UK excluding London median annual salary £53,750 £100,000 £62,500
% change year-on-year -46.25% +60.00% -

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

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 36,442 24,322 21,681
As % of all permanent IT jobs advertised in the UK 20.62% 13.92% 10.34%
Number of salaries quoted 30,171 20,396 18,256
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £28,215 £28,000 £27,500
90th Percentile £82,500 £80,000 £78,750
UK excluding London median annual salary £45,000 £45,000 £44,500
% change year-on-year - +1.12% +4.71%

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
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 6 months to 20 February 2018.

Salary histogram for AWS CloudTrail in the UK

AWS CloudTrail
Top 5 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 6 months to 20 February 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +24 44 £60,000 -25.00% 5
London +6 25 £85,000 +17.24% 1
UK excluding London -1 19 £53,750 -46.25% 4
South East +21 11 £52,500 -47.50% 3
East of England - 8 £58,750 -

For the 6 months to 20 February 2018, IT jobs citing AWS CloudTrail also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for AWS CloudTrail.

1 44 (100.00%) Amazon AWS
2 35 (79.55%) Virtual Private Cloud
3 34 (77.27%) Amazon CloudWatch
4 27 (61.36%) Amazon SQS
5 22 (50.00%) Amazon EC2
5 22 (50.00%) Amazon S3
5 22 (50.00%) Route 53
6 21 (47.73%) AWS Lambda
6 21 (47.73%) Serverless
6 21 (47.73%) Microsoft
6 21 (47.73%) Firewall
7 20 (45.45%) Amazon Kinesis
8 18 (40.91%) WAN
9 17 (38.64%) DevOps
10 16 (36.36%) AWS Certification
10 16 (36.36%) Continuous Improvement
10 16 (36.36%) TCP/IP
11 15 (34.09%) LAN
11 15 (34.09%) Degree
11 15 (34.09%) Amazon RDS
12 14 (31.82%) Amazon EMR
12 14 (31.82%) Load Balancing
12 14 (31.82%) VPN
12 14 (31.82%) DNS
12 14 (31.82%) DHCP
13 13 (29.55%) Ansible
13 13 (29.55%) Auto-Scaling
14 12 (27.27%) AWS CloudFormation
14 12 (27.27%) Docker
14 12 (27.27%) Jenkins

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 7 (15.91%) Jetty
1 7 (15.91%) nginx
2 5 (11.36%) Apache Spark
3 3 (6.82%) Exchange Server 2013
3 3 (6.82%) IIS
3 3 (6.82%) MS Exchange
4 2 (4.55%) JBoss
5 1 (2.27%) Confluence
5 1 (2.27%) GlassFish
5 1 (2.27%) WebLogic
5 1 (2.27%) WildFly
Applications
1 5 (11.36%) Microsoft Excel
1 5 (11.36%) Microsoft PowerPoint
2 1 (2.27%) HipChat
Business Applications
1 5 (11.36%) Remedy ITSM
Cloud Services
1 44 (100.00%) Amazon AWS
2 35 (79.55%) Virtual Private Cloud
3 34 (77.27%) Amazon CloudWatch
4 27 (61.36%) Amazon SQS
5 22 (50.00%) Amazon EC2
5 22 (50.00%) Amazon S3
5 22 (50.00%) Route 53
6 21 (47.73%) AWS Lambda
6 21 (47.73%) Serverless
7 20 (45.45%) Amazon Kinesis
8 14 (31.82%) Amazon EMR
9 12 (27.27%) AWS CloudFormation
10 11 (25.00%) Amazon Glacier
10 11 (25.00%) CloudFront
11 9 (20.45%) Azure Active Directory
11 9 (20.45%) Microsoft Azure
12 8 (18.18%) GitHub
13 7 (15.91%) Slack
14 5 (11.36%) SaaS
15 3 (6.82%) Office 365
Communications & Networking
1 21 (47.73%) Firewall
2 18 (40.91%) WAN
3 16 (36.36%) TCP/IP
4 15 (34.09%) LAN
5 14 (31.82%) DHCP
5 14 (31.82%) DNS
5 14 (31.82%) VPN
6 10 (22.73%) VLAN
7 8 (18.18%) ICMP
7 8 (18.18%) OSPF
7 8 (18.18%) SNMP
7 8 (18.18%) VoIP
7 8 (18.18%) Wireless
8 7 (15.91%) Unified Communications
8 7 (15.91%) Wi-Fi
9 3 (6.82%) Network Security
10 2 (4.55%) IP Telephony
Database & Business Intelligence
1 15 (34.09%) Amazon RDS
2 8 (18.18%) Amazon DynamoDB
2 8 (18.18%) Data Warehouse
3 7 (15.91%) MongoDB
4 5 (11.36%) Big Data
5 3 (6.82%) MySQL
5 3 (6.82%) SQL Server
6 1 (2.27%) Amazon Redshift
6 1 (2.27%) HDInsight
6 1 (2.27%) NoSQL
6 1 (2.27%) PostgreSQL
6 1 (2.27%) Redis
Development Applications
1 12 (27.27%) Jenkins
2 9 (20.45%) TeamCity
3 8 (18.18%) Gradle
4 7 (15.91%) Travis CI
5 6 (13.64%) Subversion
6 5 (11.36%) Git (software)
6 5 (11.36%) Team Foundation Server
7 1 (2.27%) Ant
7 1 (2.27%) Atlassian Bamboo
7 1 (2.27%) Babel
7 1 (2.27%) Bitbucket
7 1 (2.27%) Grunt
7 1 (2.27%) HP UFT
7 1 (2.27%) IBM UrbanCode
7 1 (2.27%) JIRA
7 1 (2.27%) Maven
7 1 (2.27%) Mocha
7 1 (2.27%) Selenium
7 1 (2.27%) TestComplete
7 1 (2.27%) Vagrant
General
1 10 (22.73%) Advertising
Job Titles
1 17 (38.64%) AWS Engineer
2 15 (34.09%) AWS DevOps
2 15 (34.09%) AWS DevOps Engineer
2 15 (34.09%) DevOps Engineer
3 8 (18.18%) Security Engineer
4 7 (15.91%) Team Leader
4 7 (15.91%) Technical Leader
4 7 (15.91%) Technical Team Leader
5 6 (13.64%) Software Engineer
6 5 (11.36%) Systems Engineer
7 4 (9.09%) Analyst
8 3 (6.82%) Infrastructure Analyst
8 3 (6.82%) Monitoring Engineer
8 3 (6.82%) Network Engineer
8 3 (6.82%) Network Security Engineer
8 3 (6.82%) Systems Monitoring Engineer
9 2 (4.55%) Big Data Software Engineer
9 2 (4.55%) Cloud Engineer
9 2 (4.55%) Java Engineer
9 2 (4.55%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 8 (18.18%) Web Services
2 7 (15.91%) Akka
3 6 (13.64%) HTML
3 6 (13.64%) HTML5
3 6 (13.64%) React
4 5 (11.36%) Node.js
5 4 (9.09%) .NET
6 3 (6.82%) YAML
7 1 (2.27%) Chai
7 1 (2.27%) Dropwizard
7 1 (2.27%) Enzyme
7 1 (2.27%) J2EE
7 1 (2.27%) JSON
7 1 (2.27%) RabbitMQ
7 1 (2.27%) RESTful
7 1 (2.27%) Sass
7 1 (2.27%) Spring
7 1 (2.27%) Spring Boot
7 1 (2.27%) Swagger
Miscellaneous
1 10 (22.73%) Analytical Skills
2 8 (18.18%) Computer Science
3 7 (15.91%) Data Centre
3 7 (15.91%) Fat Client
3 7 (15.91%) Thin Client
4 5 (11.36%) CMDB
5 4 (9.09%) Driving Licence
6 3 (6.82%) User Experience
Operating Systems
1 11 (25.00%) Windows
2 10 (22.73%) Linux
3 3 (6.82%) Windows 7
3 3 (6.82%) Windows 8
3 3 (6.82%) Windows Server
3 3 (6.82%) Windows Server 2012
4 1 (2.27%) Ubuntu
4 1 (2.27%) Unix
Processes & Methodologies
1 17 (38.64%) DevOps
2 16 (36.36%) Continuous Improvement
3 14 (31.82%) Load Balancing
4 13 (29.55%) Auto-Scaling
5 12 (27.27%) Continuous Integration
6 10 (22.73%) ITIL
7 9 (20.45%) Continuous Deployment
8 8 (18.18%) Agile Software Development
8 8 (18.18%) High Availability
8 8 (18.18%) Kalman Filter
8 8 (18.18%) Network Management
9 7 (15.91%) Microservices
10 6 (13.64%) Software Engineering
11 5 (11.36%) Change Management
11 5 (11.36%) Coaching
11 5 (11.36%) ITSM
11 5 (11.36%) Project Management
11 5 (11.36%) Service Management
11 5 (11.36%) Time Management
11 5 (11.36%) TOGAF
Programming Languages
1 12 (27.27%) Python
2 8 (18.18%) Java
3 7 (15.91%) PowerShell
3 7 (15.91%) Scala
4 6 (13.64%) R
5 4 (9.09%) Bash Shell
5 4 (9.09%) Perl
6 3 (6.82%) SQL
6 3 (6.82%) VBScript
7 1 (2.27%) JavaScript
7 1 (2.27%) Ruby
7 1 (2.27%) Shell Script
Qualifications
1 16 (36.36%) AWS Certification
2 15 (34.09%) Degree
3 5 (11.36%) Computer Science Degree
3 5 (11.36%) ITIL Certification
3 5 (11.36%) Master's Degree
4 1 (2.27%) (ISC)2 CCSP
4 1 (2.27%) Cisco Certification
4 1 (2.27%) CISSP
Quality Assurance & Compliance
1 4 (9.09%) QA
2 1 (2.27%) ISO/IEC 27001
System Software
1 12 (27.27%) Docker
2 8 (18.18%) Active Directory
3 6 (13.64%) Virtual Machines
4 1 (2.27%) LXC
Systems Management
1 13 (29.55%) Ansible
2 7 (15.91%) Terraform
3 6 (13.64%) Nagios
4 5 (11.36%) HP SiteScope
4 5 (11.36%) OpenView
4 5 (11.36%) Opscode Chef
4 5 (11.36%) Tivoli
5 4 (9.09%) Puppet
6 3 (6.82%) Docker Swarm
6 3 (6.82%) SCCM
6 3 (6.82%) SCOM
6 3 (6.82%) Single Sign-On
6 3 (6.82%) WSUS
7 1 (2.27%) Packer
Vendors
1 21 (47.73%) Microsoft
2 8 (18.18%) Atlassian
2 8 (18.18%) HP
2 8 (18.18%) IBM
2 8 (18.18%) Oracle
2 8 (18.18%) SAP
3 7 (15.91%) CheckPoint
3 7 (15.91%) Cisco
3 7 (15.91%) Citrix
4 6 (13.64%) Databricks
5 5 (11.36%) AppDynamics
5 5 (11.36%) BMC
5 5 (11.36%) CA
5 5 (11.36%) NetScout
5 5 (11.36%) Perforce
5 5 (11.36%) Remedy
5 5 (11.36%) ServiceNow
6 3 (6.82%) VMware
7 1 (2.27%) Google
7 1 (2.27%) Splunk