Period
to 19 April 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 19 April 2018 with a comparison to the same period in the previous 2 years.

Amazon AWS CloudTrail
UK
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 1147 1172 1289
Rank change year-on-year +25 +117 +40
Permanent jobs citing AWS CloudTrail 48 9 1
As % of all permanent IT jobs advertised in the UK 0.027% 0.005% 0.000%
As % of the Cloud Services category 0.12% 0.035% 0.004%
Number of salaries quoted 39 6 1
UK median annual salary £62,500 £77,500 £48,000
Median salary % change year-on-year -19.35% +61.46% +3.78%
10th Percentile £47,500 £48,025 £45,500
90th Percentile £87,500 £102,500 £50,500
UK excluding London median annual salary £55,000 £72,500 -
% change year-on-year -24.14% - -

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 39,057 25,748 22,852
As % of all permanent IT jobs advertised in the UK 22.03% 14.97% 11.15%
Number of salaries quoted 32,053 21,496 19,310
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £29,000 £28,250 £28,000
90th Percentile £82,500 £80,000 £78,750
UK excluding London median annual salary £45,000 £45,000 £45,000

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 19 April 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 19 April 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 +56 48 £62,500 -19.35% 3
UK excluding London -2 25 £55,000 -24.14%
London +31 23 £85,000 +9.68% 3
East of England -2 14 £58,750 +15.08%
South East -16 11 £52,500 -44.74%

For the 6 months to 19 April 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 48 (100.00%) Amazon AWS
2 37 (77.08%) Amazon CloudWatch
3 30 (62.50%) Virtual Private Cloud
4 25 (52.08%) DevOps
5 24 (50.00%) Amazon SQS
6 23 (47.92%) Route 53
7 22 (45.83%) Amazon Kinesis
7 22 (45.83%) AWS Lambda
7 22 (45.83%) Serverless
8 18 (37.50%) Degree
8 18 (37.50%) Linux
8 18 (37.50%) LAN
8 18 (37.50%) WAN
8 18 (37.50%) Microsoft
8 18 (37.50%) Firewall
8 18 (37.50%) AWS Certification
9 17 (35.42%) Auto-Scaling
9 17 (35.42%) VPN
9 17 (35.42%) Load Balancing
9 17 (35.42%) Amazon EMR
9 17 (35.42%) Ansible
9 17 (35.42%) Continuous Improvement
10 13 (27.08%) High Availability
10 13 (27.08%) Jenkins
10 13 (27.08%) Amazon EC2
10 13 (27.08%) Amazon S3
10 13 (27.08%) Continuous Integration
10 13 (27.08%) TCP/IP
11 12 (25.00%) Docker
11 12 (25.00%) AppDynamics

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 (10.42%) Jetty
1 5 (10.42%) nginx
2 4 (8.33%) Apache Spark
3 1 (2.08%) GlassFish
3 1 (2.08%) JBoss
3 1 (2.08%) WildFly
Applications
1 6 (12.50%) Microsoft Excel
1 6 (12.50%) Microsoft PowerPoint
Business Applications
1 6 (12.50%) Remedy ITSM
Cloud Services
1 48 (100.00%) Amazon AWS
2 37 (77.08%) Amazon CloudWatch
3 30 (62.50%) Virtual Private Cloud
4 24 (50.00%) Amazon SQS
5 23 (47.92%) Route 53
6 22 (45.83%) Amazon Kinesis
6 22 (45.83%) AWS Lambda
6 22 (45.83%) Serverless
7 17 (35.42%) Amazon EMR
8 13 (27.08%) Amazon EC2
8 13 (27.08%) Amazon S3
9 8 (16.67%) AWS CloudFormation
10 7 (14.58%) Amazon Glacier
11 6 (12.50%) Runscope
12 5 (10.42%) CloudFront
12 5 (10.42%) GitHub
12 5 (10.42%) Slack
13 4 (8.33%) Azure Active Directory
13 4 (8.33%) Microsoft Azure
13 4 (8.33%) SaaS
Communications & Networking
1 18 (37.50%) Firewall
1 18 (37.50%) LAN
1 18 (37.50%) WAN
2 17 (35.42%) VPN
3 13 (27.08%) TCP/IP
4 11 (22.92%) DHCP
4 11 (22.92%) DNS
4 11 (22.92%) ICMP
4 11 (22.92%) OSPF
4 11 (22.92%) SNMP
4 11 (22.92%) VoIP
4 11 (22.92%) Wireless
5 7 (14.58%) Unified Communications
5 7 (14.58%) VLAN
5 7 (14.58%) Wi-Fi
6 5 (10.42%) Network Security
7 2 (4.17%) IP Telephony
Database & Business Intelligence
1 11 (22.92%) Data Warehouse
2 8 (16.67%) Amazon RDS
3 6 (12.50%) NoSQL
4 5 (10.42%) Amazon DynamoDB
4 5 (10.42%) MongoDB
5 4 (8.33%) Big Data
Development Applications
1 13 (27.08%) Jenkins
2 11 (22.92%) TeamCity
3 6 (12.50%) Git (software)
3 6 (12.50%) Subversion
3 6 (12.50%) Team Foundation Server
4 5 (10.42%) Gradle
4 5 (10.42%) Travis CI
General
1 10 (20.83%) Advertising
2 6 (12.50%) Retail
Job Titles
1 19 (39.58%) AWS DevOps
1 19 (39.58%) AWS DevOps Engineer
1 19 (39.58%) AWS Engineer
1 19 (39.58%) DevOps Engineer
2 11 (22.92%) Security Engineer
3 10 (20.83%) Software Engineer
4 7 (14.58%) Team Leader
4 7 (14.58%) Technical Leader
4 7 (14.58%) Technical Team Leader
5 6 (12.50%) Development Engineer
5 6 (12.50%) Software Development Engineer
5 6 (12.50%) Systems Engineer
6 5 (10.42%) Network Engineer
6 5 (10.42%) Network Security Engineer
7 4 (8.33%) Monitoring Engineer
7 4 (8.33%) Systems Monitoring Engineer
8 3 (6.25%) Senior Network Engineer
8 3 (6.25%) Senior Network Security Engineer
8 3 (6.25%) Senior Security Engineer
9 2 (4.17%) Java Engineer
Libraries, Frameworks & Software Standards
1 10 (20.83%) Node.js
2 6 (12.50%) .NET
2 6 (12.50%) .NET Core
2 6 (12.50%) ASP.NET Web API
3 5 (10.42%) Akka
4 4 (8.33%) HTML
4 4 (8.33%) HTML5
4 4 (8.33%) React
5 2 (4.17%) Web Services
Miscellaneous
1 11 (22.92%) Computer Science
2 8 (16.67%) Analytical Skills
3 7 (14.58%) Data Centre
3 7 (14.58%) Fat Client
3 7 (14.58%) Thin Client
4 6 (12.50%) CMDB
5 5 (10.42%) Driving Licence
Operating Systems
1 18 (37.50%) Linux
2 11 (22.92%) Windows
3 1 (2.08%) Ubuntu
Processes & Methodologies
1 25 (52.08%) DevOps
2 17 (35.42%) Auto-Scaling
2 17 (35.42%) Continuous Improvement
2 17 (35.42%) Load Balancing
3 13 (27.08%) Continuous Integration
3 13 (27.08%) High Availability
4 11 (22.92%) Continuous Deployment
4 11 (22.92%) Kalman Filter
4 11 (22.92%) Network Management
5 8 (16.67%) ITIL
6 6 (12.50%) Change Management
6 6 (12.50%) Customer-Centricity
6 6 (12.50%) E-Commerce
6 6 (12.50%) Identity Access Management
6 6 (12.50%) ITSM
6 6 (12.50%) MVC
6 6 (12.50%) Push Notifications
6 6 (12.50%) Runbook
6 6 (12.50%) Service Management
6 6 (12.50%) Time Management
Programming Languages
1 6 (12.50%) C#
1 6 (12.50%) SQL
2 5 (10.42%) Java
2 5 (10.42%) Python
2 5 (10.42%) Scala
3 4 (8.33%) R
4 1 (2.08%) Java 8
Qualifications
1 18 (37.50%) AWS Certification
1 18 (37.50%) Degree
2 6 (12.50%) Computer Science Degree
2 6 (12.50%) Master's Degree
3 2 (4.17%) ITIL Certification
4 1 (2.08%) (ISC)2 CCSP
4 1 (2.08%) Cisco Certification
4 1 (2.08%) CISSP
Quality Assurance & Compliance
1 1 (2.08%) ISO/IEC 27001
System Software
1 12 (25.00%) Docker
2 6 (12.50%) Active Directory
3 4 (8.33%) Virtual Machines
Systems Management
1 17 (35.42%) Ansible
2 6 (12.50%) HP SiteScope
2 6 (12.50%) Nagios
2 6 (12.50%) OpenView
2 6 (12.50%) Tivoli
3 5 (10.42%) Terraform
4 1 (2.08%) Opscode Chef
Vendors
1 18 (37.50%) Microsoft
2 12 (25.00%) AppDynamics
3 11 (22.92%) Atlassian
3 11 (22.92%) HP
3 11 (22.92%) IBM
3 11 (22.92%) Oracle
3 11 (22.92%) SAP
4 7 (14.58%) CheckPoint
4 7 (14.58%) Cisco
4 7 (14.58%) Citrix
5 6 (12.50%) BMC
5 6 (12.50%) CA
5 6 (12.50%) NetScout
5 6 (12.50%) Perforce
5 6 (12.50%) Remedy
5 6 (12.50%) ServiceNow
5 6 (12.50%) Splunk
6 4 (8.33%) Databricks
7 1 (2.08%) Google