Period
to 14 December 2017

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 14 December 2017 with a comparison to the same period in the previous 2 years.

Amazon AWS CloudTrail
UK
6 months to
14 Dec 2017
Same period 2016 Same period 2015
Rank 1163 1193 1303
Rank change year-on-year +30 +110 -
Permanent jobs citing AWS CloudTrail 31 5 8
As % of all permanent IT jobs advertised in the UK 0.017% 0.003% 0.004%
As % of the Cloud Services category 0.090% 0.020% 0.039%
Number of salaries quoted 26 4 7
UK median annual salary £57,500 £55,000 £50,000
Median salary % change year-on-year +4.55% +10.00% -
10th Percentile £46,250 £45,750 £47,000
90th Percentile £87,500 £78,250 £62,000
UK excluding London median annual salary £55,000 - £50,000

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 34614 24539 20608
As % of all permanent IT jobs advertised in the UK 19.27% 13.22% 9.56%
Number of salaries quoted 28568 20611 17254
UK median annual salary £52,500 £51,000 £50,000
Median salary % change year-on-year +2.94% +2.00% +5.26%
10th Percentile £27,500 £28,500 £27,500
90th Percentile £81,250 £80,000 £78,750
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

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 14 December 2017.

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 14 December 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +44 31 £57,500 +4.55% 4
London +12 21 £78,750 +43.18% 3
UK excluding London - 10 £55,000 - 1
East of England - 7 £56,250 - 1
South East - 3 £30,000 -

For the 6 months to 14 December 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 31 (100.00%) Amazon AWS
2 30 (96.77%) Virtual Private Cloud
3 22 (70.97%) Amazon EC2
3 22 (70.97%) Amazon S3
3 22 (70.97%) Amazon SQS
4 21 (67.74%) Amazon CloudWatch
5 18 (58.06%) Route 53
6 17 (54.84%) AWS Lambda
6 17 (54.84%) Serverless
7 15 (48.39%) Amazon Kinesis
7 15 (48.39%) Amazon RDS
7 15 (48.39%) Python
8 13 (41.94%) Docker
8 13 (41.94%) DevOps
9 12 (38.71%) AWS CloudFormation
9 12 (38.71%) VPN
9 12 (38.71%) Microsoft
9 12 (38.71%) Firewall
9 12 (38.71%) CloudFront
10 11 (35.48%) Continuous Improvement
10 11 (35.48%) AWS Certification
10 11 (35.48%) Amazon Glacier
11 10 (32.26%) Amazon EMR
11 10 (32.26%) PowerShell
11 10 (32.26%) Load Balancing
11 10 (32.26%) TCP/IP
11 10 (32.26%) Web Services
12 9 (29.03%) Java
12 9 (29.03%) Advertising
12 9 (29.03%) Agile Software Development

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 (22.58%) Jetty
1 7 (22.58%) nginx
2 5 (16.13%) Apache Spark
3 3 (9.68%) Exchange Server 2013
3 3 (9.68%) IIS
3 3 (9.68%) JBoss
3 3 (9.68%) MS Exchange
4 2 (6.45%) Confluence
4 2 (6.45%) Elasticsearch
4 2 (6.45%) WebLogic
5 1 (3.23%) GlassFish
5 1 (3.23%) WildFly
Applications
1 1 (3.23%) HipChat
Cloud Services
1 31 (100.00%) Amazon AWS
2 30 (96.77%) Virtual Private Cloud
3 22 (70.97%) Amazon EC2
3 22 (70.97%) Amazon S3
3 22 (70.97%) Amazon SQS
4 21 (67.74%) Amazon CloudWatch
5 18 (58.06%) Route 53
6 17 (54.84%) AWS Lambda
6 17 (54.84%) Serverless
7 15 (48.39%) Amazon Kinesis
8 12 (38.71%) AWS CloudFormation
8 12 (38.71%) CloudFront
9 11 (35.48%) Amazon Glacier
10 10 (32.26%) Amazon EMR
11 9 (29.03%) Azure Active Directory
11 9 (29.03%) GitHub
11 9 (29.03%) Microsoft Azure
12 7 (22.58%) Slack
13 5 (16.13%) SaaS
14 3 (9.68%) Office 365
Communications & Networking
1 12 (38.71%) Firewall
1 12 (38.71%) VPN
2 10 (32.26%) TCP/IP
3 8 (25.81%) DHCP
3 8 (25.81%) DNS
4 7 (22.58%) VLAN
4 7 (22.58%) WAN
5 4 (12.90%) LAN
5 4 (12.90%) Unified Communications
5 4 (12.90%) Wi-Fi
6 2 (6.45%) IP Telephony
Database & Business Intelligence
1 15 (48.39%) Amazon RDS
2 9 (29.03%) Amazon DynamoDB
3 7 (22.58%) MongoDB
4 5 (16.13%) Big Data
5 3 (9.68%) MySQL
5 3 (9.68%) SQL Server
6 2 (6.45%) Amazon Redshift
7 1 (3.23%) HDInsight
7 1 (3.23%) NoSQL
7 1 (3.23%) PostgreSQL
7 1 (3.23%) Redis
Development Applications
1 9 (29.03%) Gradle
2 7 (22.58%) Travis CI
3 5 (16.13%) Jenkins
4 2 (6.45%) Ant
4 2 (6.45%) Atlassian Bamboo
4 2 (6.45%) Bitbucket
4 2 (6.45%) HP UFT
4 2 (6.45%) IBM UrbanCode
4 2 (6.45%) JIRA
4 2 (6.45%) Maven
4 2 (6.45%) Selenium
4 2 (6.45%) Subversion
4 2 (6.45%) TeamCity
4 2 (6.45%) TestComplete
4 2 (6.45%) Visual Studio
5 1 (3.23%) Babel
5 1 (3.23%) Bower
5 1 (3.23%) Grunt
5 1 (3.23%) Mocha
5 1 (3.23%) Vagrant
General
1 9 (29.03%) Advertising
Job Titles
1 12 (38.71%) AWS Engineer
2 10 (32.26%) AWS DevOps
2 10 (32.26%) AWS DevOps Engineer
2 10 (32.26%) DevOps Engineer
3 6 (19.35%) Software Engineer
4 4 (12.90%) Analyst
4 4 (12.90%) Team Leader
4 4 (12.90%) Technical Leader
4 4 (12.90%) Technical Team Leader
5 3 (9.68%) AWS Specialist
5 3 (9.68%) Infrastructure Analyst
5 3 (9.68%) Senior DevOps
5 3 (9.68%) Web Specialist
6 2 (6.45%) Big Data Engineer
6 2 (6.45%) Big Data Software Engineer
6 2 (6.45%) Cloud Engineer
6 2 (6.45%) DevOps Consultant
6 2 (6.45%) Java Engineer
6 2 (6.45%) Senior Cloud Engineer
6 2 (6.45%) Senior DevOps Consultant
Libraries, Frameworks & Software Standards
1 10 (32.26%) Web Services
2 7 (22.58%) Akka
3 6 (19.35%) HTML
3 6 (19.35%) HTML5
3 6 (19.35%) React
4 5 (16.13%) Node.js
4 5 (16.13%) YAML
5 4 (12.90%) .NET
6 2 (6.45%) ActiveMQ
6 2 (6.45%) J2EE
6 2 (6.45%) JSON
7 1 (3.23%) Chai
7 1 (3.23%) Dropwizard
7 1 (3.23%) Enzyme
7 1 (3.23%) RabbitMQ
7 1 (3.23%) RESTful
7 1 (3.23%) Sass
7 1 (3.23%) Spring
7 1 (3.23%) Spring Boot
7 1 (3.23%) Swagger
Miscellaneous
1 7 (22.58%) Analytical Skills
2 4 (12.90%) Data Centre
2 4 (12.90%) Fat Client
2 4 (12.90%) Thin Client
3 3 (9.68%) User Experience
Operating Systems
1 5 (16.13%) Windows
2 4 (12.90%) Linux
3 3 (9.68%) Windows 7
3 3 (9.68%) Windows 8
3 3 (9.68%) Windows Server
3 3 (9.68%) Windows Server 2012
4 2 (6.45%) Unix
5 1 (3.23%) Ubuntu
Processes & Methodologies
1 13 (41.94%) DevOps
2 11 (35.48%) Continuous Improvement
3 10 (32.26%) Load Balancing
4 9 (29.03%) Agile Software Development
5 8 (25.81%) Auto-Scaling
6 7 (22.58%) Microservices
6 7 (22.58%) Project Management
7 6 (19.35%) High Availability
7 6 (19.35%) Software Engineering
8 5 (16.13%) Coaching
8 5 (16.13%) Continuous Integration
8 5 (16.13%) ITIL
9 3 (9.68%) Operations Management
9 3 (9.68%) Proactive Monitoring
10 2 (6.45%) Continuous Deployment
10 2 (6.45%) MapReduce
10 2 (6.45%) Performance Tuning
10 2 (6.45%) Release Management
10 2 (6.45%) Software Delivery
10 2 (6.45%) Task Automation
Programming Languages
1 15 (48.39%) Python
2 10 (32.26%) PowerShell
3 9 (29.03%) Java
4 7 (22.58%) Bash Shell
4 7 (22.58%) Perl
4 7 (22.58%) Scala
5 6 (19.35%) R
6 5 (16.13%) VBScript
7 3 (9.68%) SQL
8 2 (6.45%) Ruby
8 2 (6.45%) Shell Script
9 1 (3.23%) JavaScript
Qualifications
1 11 (35.48%) AWS Certification
2 5 (16.13%) ITIL Certification
3 4 (12.90%) Degree
4 2 (6.45%) Microsoft Certification
5 1 (3.23%) (ISC)2 CCSP
5 1 (3.23%) Cisco Certification
5 1 (3.23%) CISSP
Quality Assurance & Compliance
1 4 (12.90%) QA
2 1 (3.23%) ISO/IEC 27001
System Software
1 13 (41.94%) Docker
2 6 (19.35%) Virtual Machines
3 3 (9.68%) Active Directory
4 1 (3.23%) LXC
Systems Management
1 8 (25.81%) Ansible
2 7 (22.58%) Terraform
3 6 (19.35%) Opscode Chef
4 5 (16.13%) Puppet
5 3 (9.68%) Docker Swarm
5 3 (9.68%) SCCM
5 3 (9.68%) SCOM
5 3 (9.68%) WSUS
6 2 (6.45%) Nagios
7 1 (3.23%) Packer
Vendors
1 12 (38.71%) Microsoft
2 6 (19.35%) Databricks
3 4 (12.90%) CheckPoint
3 4 (12.90%) Cisco
3 4 (12.90%) Citrix
4 3 (9.68%) VMware
5 2 (6.45%) CA Agile Central
5 2 (6.45%) Splunk
6 1 (3.23%) Google