Period
to 23 October 2021

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 23 October 2021 with a comparison to the same period in the previous 2 years.

Amazon AWS CloudTrail
UK
6 months to
23 Oct 2021
Same period 2020 Same period 2019
Rank 922 648 1064
Rank change year-on-year -274 +416 +71
Permanent jobs citing AWS CloudTrail 116 36 34
As % of all permanent jobs advertised in the UK 0.092% 0.073% 0.025%
As % of the Cloud Services category 0.21% 0.18% 0.078%
Number of salaries quoted 35 28 23
10th Percentile £54,875 £50,000 £52,500
25th Percentile £55,625 £66,813 £53,750
Median annual salary (50th Percentile) £70,000 £82,500 £70,000
Median % change year-on-year -15.15% +17.86% +5.66%
75th Percentile £79,375 £87,500 £84,375
90th Percentile £84,000 £90,350 £99,000
UK excluding London median annual salary £61,025 £55,000 £57,500
% change year-on-year +10.95% -4.35% -4.17%

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 54,437 19,861 43,765
As % of all permanent IT jobs advertised in the UK 43.34% 40.39% 32.01%
Number of salaries quoted 37,989 16,886 36,078
10th Percentile £32,500 £32,500 £30,000
25th Percentile £42,500 £42,500 £39,022
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -
75th Percentile £80,000 £75,000 £75,000
90th Percentile £95,000 £92,500 £90,000
UK excluding London median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

AWS CloudTrail
Job Vacancy Trend

Job postings citing AWS CloudTrail as a proportion of all IT jobs advertised.

Job vacancy trend for AWS CloudTrail in the UK

AWS CloudTrail
Salary Trend

3-month moving average salary quoted in jobs citing AWS CloudTrail.

Salary trend for AWS CloudTrail in the UK

AWS CloudTrail
Salary Histogram

Salary distribution for jobs citing AWS CloudTrail over the 6 months to 23 October 2021.

Salary histogram for AWS CloudTrail in the UK

AWS CloudTrail
Top 14 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 23 October 2021. 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 -229 114 £70,000 -15.15% 19
UK excluding London -177 74 £61,025 +10.95% 10
South East - 41 - - 2
London -243 30 £70,000 -17.65% 8
North of England - 15 £60,050 - 2
North West - 11 £60,050 - 2
Midlands -127 9 £65,000 +14.04% 1
East Midlands - 8 £65,000 -
South West -83 7 £60,050 +9.18% 1
Work from Home -271 6 £70,000 +17.65% 2
East of England - 6 - - 4
North East - 3 £53,750 -
West Midlands -109 1 £62,000 +8.77% 1
Yorkshire - 1 - -

For the 6 months to 23 October 2021, 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.

1 116 (100.00%) AWS
2 109 (93.97%) Amazon CloudWatch
3 98 (84.48%) DevOps
4 94 (81.03%) Python
5 90 (77.59%) Azure
6 87 (75.00%) AWS Lambda
6 87 (75.00%) Serverless
7 79 (68.10%) Amazon S3
8 74 (63.79%) Agile Software Development
9 69 (59.48%) PowerShell
10 67 (57.76%) Analytics
11 66 (56.90%) Continuous Improvement
12 62 (53.45%) Data Analytics
13 60 (51.72%) Risk Management
14 53 (45.69%) AWS CloudFormation
15 51 (43.97%) C#
15 51 (43.97%) Linux
16 50 (43.10%) Windows
17 47 (40.52%) Terraform
18 46 (39.66%) Amazon EC2
19 44 (37.93%) Amazon RDS
20 42 (36.21%) AWS Certification
21 40 (34.48%) Cybersecurity
22 37 (31.90%) CloudFront
22 37 (31.90%) Information Security
22 37 (31.90%) Microsoft
22 37 (31.90%) Amazon GuardDuty
23 36 (31.03%) Degree
23 36 (31.03%) SIEM
24 35 (30.17%) Identity Management

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 18 (15.52%) Apache
2 17 (14.66%) Apache Spark
3 11 (9.48%) Apache Airflow
4 7 (6.03%) IIS
5 2 (1.72%) Confluence
6 1 (0.86%) Elasticsearch
6 1 (0.86%) nginx
Business Applications
1 34 (29.31%) Sentinel
Cloud Services
1 116 (100.00%) AWS
2 109 (93.97%) Amazon CloudWatch
3 90 (77.59%) Azure
4 87 (75.00%) AWS Lambda
4 87 (75.00%) Serverless
5 79 (68.10%) Amazon S3
6 53 (45.69%) AWS CloudFormation
7 46 (39.66%) Amazon EC2
8 37 (31.90%) Amazon GuardDuty
8 37 (31.90%) CloudFront
9 35 (30.17%) Azure Sentinel
10 34 (29.31%) Azure Logic Apps
11 29 (25.00%) Amazon EKS
11 29 (25.00%) Amazon SQS
12 28 (24.14%) Amazon EMR
13 21 (18.10%) Amazon Kinesis
14 20 (17.24%) GCP
15 17 (14.66%) Azure Functions
15 17 (14.66%) Azure Machine Learning
15 17 (14.66%) Route 53
Communications & Networking
1 28 (24.14%) Cisco IPT
2 4 (3.45%) Intranet
3 3 (2.59%) Network Security
4 2 (1.72%) Firewall
5 1 (0.86%) BGP
5 1 (0.86%) DNS
5 1 (0.86%) Intrusion Detection
5 1 (0.86%) OSPF
5 1 (0.86%) TCP/IP
Database & Business Intelligence
1 44 (37.93%) Amazon RDS
2 31 (26.72%) Amazon Athena
2 31 (26.72%) Amazon Redshift
2 31 (26.72%) Data Lake
3 28 (24.14%) Amazon DynamoDB
3 28 (24.14%) Big Data
4 26 (22.41%) Electronic Patient Records
5 15 (12.93%) SQL Server
6 14 (12.07%) MySQL
7 7 (6.03%) NoSQL
7 7 (6.03%) PostgreSQL
8 3 (2.59%) Amazon Aurora
8 3 (2.59%) Amazon QuickSight
8 3 (2.59%) Azure SQL Database
8 3 (2.59%) Data Warehouse
8 3 (2.59%) MongoDB
8 3 (2.59%) Oracle BI EE
8 3 (2.59%) SAP Data Services
9 1 (0.86%) Looker
9 1 (0.86%) Redis
Development Applications
1 17 (14.66%) kappa
2 4 (3.45%) Git (software)
2 4 (3.45%) Jenkins
3 3 (2.59%) GitLab
4 2 (1.72%) JIRA
5 1 (0.86%) Bitbucket
5 1 (0.86%) Snyk
5 1 (0.86%) SonarQube
General
1 14 (12.07%) Social Skills
2 5 (4.31%) Finance
3 4 (3.45%) Inclusion and Diversity
3 4 (3.45%) Law
4 2 (1.72%) Public Sector
5 1 (0.86%) Electronics
5 1 (0.86%) Marketing
Job Titles
1 62 (53.45%) Security Engineer
2 48 (41.38%) Cloud Engineer
3 34 (29.31%) Cybersecurity Engineer
4 28 (24.14%) AWS Engineer
4 28 (24.14%) Data Engineer
5 20 (17.24%) DevSecOps Engineer
6 12 (10.34%) Senior Cloud Engineer
6 12 (10.34%) Senior Security Engineer
7 11 (9.48%) Senior Data Engineer
8 6 (5.17%) DevOps Engineer
8 6 (5.17%) Systems Engineer
9 5 (4.31%) Architect
9 5 (4.31%) Senior Systems Engineer
10 4 (3.45%) AWS DevOps
10 4 (3.45%) Consultant
10 4 (3.45%) Security Architect
10 4 (3.45%) Site Engineer
10 4 (3.45%) Site Reliability Engineer
11 3 (2.59%) AWS DevOps Engineer
11 3 (2.59%) DevSecOps Consultant
Libraries, Frameworks & Software Standards
1 34 (29.31%) JSON
1 34 (29.31%) XML
2 28 (24.14%) Kafka
3 11 (9.48%) .NET
3 11 (9.48%) ActiveMQ
4 9 (7.76%) Node.js
5 7 (6.03%) LAMP
6 4 (3.45%) Web Services
7 1 (0.86%) JWT
7 1 (0.86%) Keycloak
7 1 (0.86%) OAuth
7 1 (0.86%) RESTful
7 1 (0.86%) SAML
7 1 (0.86%) YAML
Miscellaneous
1 22 (18.97%) Public Cloud
2 17 (14.66%) Cloud Native
3 6 (5.17%) Enterprise Cloud
4 4 (3.45%) Data Centre
5 3 (2.59%) Virtual Team
6 1 (0.86%) Enterprise Software
6 1 (0.86%) Management Information System
6 1 (0.86%) Mobile App
Operating Systems
1 51 (43.97%) Linux
2 50 (43.10%) Windows
3 34 (29.31%) Mac OS
4 8 (6.90%) Windows Server
5 7 (6.03%) Mac OS X
6 1 (0.86%) CentOS
6 1 (0.86%) Red Hat Enterprise Linux
6 1 (0.86%) Ubuntu
Processes & Methodologies
1 98 (84.48%) DevOps
2 74 (63.79%) Agile Software Development
3 67 (57.76%) Analytics
4 66 (56.90%) Continuous Improvement
5 62 (53.45%) Data Analytics
6 60 (51.72%) Risk Management
7 40 (34.48%) Cybersecurity
8 37 (31.90%) Information Security
9 36 (31.03%) SIEM
10 35 (30.17%) Identity Management
11 34 (29.31%) API Integration
11 34 (29.31%) Mentoring
11 34 (29.31%) Visualisation
12 31 (26.72%) ETL
13 28 (24.14%) Data Security
13 28 (24.14%) Information Management
14 24 (20.69%) DevSecOps
15 20 (17.24%) Infrastructure as Code
15 20 (17.24%) Scrum
16 19 (16.38%) Continuous Integration
Programming Languages
1 94 (81.03%) Python
2 69 (59.48%) PowerShell
3 51 (43.97%) C#
4 34 (29.31%) JavaScript
4 34 (29.31%) Perl
4 34 (29.31%) Ruby
4 34 (29.31%) VB
5 32 (27.59%) Bash Shell
6 28 (24.14%) Java
6 28 (24.14%) Scala
7 8 (6.90%) SQL
8 7 (6.03%) PHP
9 1 (0.86%) Go
Qualifications
1 42 (36.21%) AWS Certification
2 36 (31.03%) Degree
3 34 (29.31%) GCFA
3 34 (29.31%) GCFE
3 34 (29.31%) GCIA
3 34 (29.31%) GCIH
3 34 (29.31%) SANS
4 28 (24.14%) (ISC)2 CCSP
4 28 (24.14%) Cisco Certification
4 28 (24.14%) CISSP
5 18 (15.52%) Security Cleared
6 15 (12.93%) CCSP
7 5 (4.31%) SC Cleared
8 1 (0.86%) ITIL Foundation Certificate
8 1 (0.86%) Master's Degree
8 1 (0.86%) MCSE
8 1 (0.86%) Microsoft Certification
Quality Assurance & Compliance
1 1 (0.86%) GDPR
1 1 (0.86%) ISO/IEC 27001
System Software
1 13 (11.21%) Docker
2 7 (6.03%) VMware Infrastructure
3 6 (5.17%) Hyper-V
3 6 (5.17%) Virtual Machines
4 5 (4.31%) Snort
5 2 (1.72%) Active Directory
Systems Management
1 47 (40.52%) Terraform
2 20 (17.24%) Ansible
3 12 (10.34%) Kubernetes
4 8 (6.90%) Opscode Chef
5 5 (4.31%) Host Intrusion Detection System
5 5 (4.31%) Network Intrusion Detection System
6 4 (3.45%) Opsgenie
6 4 (3.45%) Single Sign-On
7 2 (1.72%) Puppet
8 1 (0.86%) HAProxy
8 1 (0.86%) Kibana
8 1 (0.86%) logstash
8 1 (0.86%) Nagios
8 1 (0.86%) Packer
8 1 (0.86%) Prometheus
8 1 (0.86%) QRadar
8 1 (0.86%) Scalr
8 1 (0.86%) Sysdig
Vendors
1 37 (31.90%) Microsoft
2 28 (24.14%) Databricks
3 22 (18.97%) ServiceNow
4 8 (6.90%) Cisco
4 8 (6.90%) New Relic
5 7 (6.03%) Google
5 7 (6.03%) VMware
6 3 (2.59%) Birst
6 3 (2.59%) Informatica
6 3 (2.59%) Meraki
6 3 (2.59%) SAP
6 3 (2.59%) SnapLogic
7 2 (1.72%) Palo Alto
7 2 (1.72%) Red Hat
8 1 (0.86%) CyberArk
8 1 (0.86%) F5
8 1 (0.86%) IBM
8 1 (0.86%) RightScale
8 1 (0.86%) Splunk
8 1 (0.86%) Thycotic