Period
to 20 April 2018

The following table provides summary statistics for contract job vacancies with a requirement for AWS CloudTrail skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited AWS CloudTrail over the 6 months to 20 April 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon AWS CloudTrail
UK
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 842 811 888
Rank change year-on-year -31 +77 -17
Contract jobs citing AWS CloudTrail 42 37 5
As % of all contract IT jobs advertised in the UK 0.042% 0.040% 0.005%
As % of the Cloud Services category 0.21% 0.31% 0.057%
Number of daily rates quoted 29 24 5
UK median daily rate £650 £525 £500
Median daily rate % change year-on-year +23.81% +5.00% -20.00%
10th Percentile £450 £475 £463
90th Percentile £775 £643 £533
UK excluding London median daily rate £630 £600 -
% change year-on-year +5.00% - -
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding London median hourly rate - - -

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

All Cloud Skills
UK
Contract vacancies with a requirement for cloud computing skills 19,786 12,123 8,722
As % of all contract IT jobs advertised in the UK 19.56% 13.07% 8.18%
Number of daily rates quoted 13,498 8,441 6,016
UK median daily rate £475 £450 £440
Median daily rate % change year-on-year +5.56% +2.27% +3.53%
10th Percentile £305 £281 £290
90th Percentile £638 £625 £600
UK excluding London median daily rate £450 £425 £413
% change year-on-year +5.88% +3.03% +3.13%
Number of hourly rates quoted 271 153 142
UK median hourly rate £20.00 £18.00 £21.50
Median hourly rate % change year-on-year +11.11% -16.28% -4.44%
10th Percentile £11.25 £10.53 £11.25
90th Percentile £50.00 £51.20 £57.50
UK excluding London median hourly rate £17.00 £17.00 £16.75
% change year-on-year - +1.49% -21.18%

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
Contractor Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing AWS CloudTrail.

Contractor daily rate trend for AWS CloudTrail in the UK

AWS CloudTrail
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing AWS CloudTrail over the 6 months to 20 April 2018.

Contractor daily rate histogram for AWS CloudTrail in the UK

AWS CloudTrail
Top 6 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing AWS CloudTrail within the UK over the 6 months to 20 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -24 42 £650 +23.81% 3
London -35 38 £650 +23.81% 3
UK excluding London -28 4 £630 +5.00%
North of England -12 2 £630 +5.00%
North West -19 2 £630 +5.00%
South East -19 2 - -

For the 6 months to 20 April 2018, IT contractor 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 contract job ads with a requirement for AWS CloudTrail.

1 42 (100.00%) Amazon AWS
2 37 (88.10%) Amazon CloudWatch
3 29 (69.05%) Virtual Private Cloud
4 26 (61.90%) Amazon EC2
4 26 (61.90%) Linux
5 22 (52.38%) Elasticsearch
6 20 (47.62%) Jenkins
7 17 (40.48%) Python
8 16 (38.10%) Analytics
8 16 (38.10%) Git (software)
8 16 (38.10%) DevOps
9 15 (35.71%) Open Source
9 15 (35.71%) Big Data
9 15 (35.71%) Big Data Analytics
9 15 (35.71%) SIEM
9 15 (35.71%) Data Analytics
9 15 (35.71%) Data Mining
9 15 (35.71%) Agile Software Development
10 14 (33.33%) Visualisation
11 13 (30.95%) Amazon S3
11 13 (30.95%) Protective Monitoring
11 13 (30.95%) Security Cleared
11 13 (30.95%) AlienVault
12 12 (28.57%) Java
12 12 (28.57%) Amazon Redshift
12 12 (28.57%) Docker
12 12 (28.57%) Node.js
12 12 (28.57%) Amazon RDS
13 11 (26.19%) Amazon Kinesis
13 11 (26.19%) Vulnerability Scanning

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 22 (52.38%) Elasticsearch
2 10 (23.81%) Confluence
3 9 (21.43%) nginx
4 8 (19.05%) Apache
5 6 (14.29%) Apache Spark
6 5 (11.90%) Tomcat
7 2 (4.76%) OpenStack
8 1 (2.38%) GlassFish
8 1 (2.38%) JBoss
8 1 (2.38%) Jetty
8 1 (2.38%) MS Exchange
8 1 (2.38%) SAS
8 1 (2.38%) SharePoint
8 1 (2.38%) Skype for Business
8 1 (2.38%) WildFly
Business Applications
1 1 (2.38%) SAP ERP
Cloud Services
1 42 (100.00%) Amazon AWS
2 37 (88.10%) Amazon CloudWatch
3 29 (69.05%) Virtual Private Cloud
4 26 (61.90%) Amazon EC2
5 13 (30.95%) Amazon S3
6 11 (26.19%) Amazon Kinesis
6 11 (26.19%) AWS Lambda
6 11 (26.19%) Serverless
7 9 (21.43%) Amazon ELB
7 9 (21.43%) AWS CloudFormation
8 7 (16.67%) GitHub
9 6 (14.29%) npm
10 4 (9.52%) AWS Elastic Beanstalk
11 3 (7.14%) Amazon SQS
11 3 (7.14%) CloudFront
11 3 (7.14%) Microsoft Azure
12 2 (4.76%) Amazon EMR
12 2 (4.76%) PaaS
12 2 (4.76%) Route 53
13 1 (2.38%) IaaS
Communications & Networking
1 5 (11.90%) OpenLDAP
2 3 (7.14%) VPN
3 2 (4.76%) HTTP
4 1 (2.38%) Firewall
4 1 (2.38%) Internet
4 1 (2.38%) MQTT
4 1 (2.38%) TACACS
Database & Business Intelligence
1 15 (35.71%) Big Data
1 15 (35.71%) Data Mining
2 12 (28.57%) Amazon RDS
2 12 (28.57%) Amazon Redshift
3 8 (19.05%) PostgreSQL
4 7 (16.67%) Hadoop
4 7 (16.67%) MySQL
5 2 (4.76%) Amazon DynamoDB
6 1 (2.38%) Amazon Athena
6 1 (2.38%) Data Lake
6 1 (2.38%) Data Warehouse
6 1 (2.38%) Electronic Patient Records
6 1 (2.38%) HDInsight
6 1 (2.38%) MongoDB
6 1 (2.38%) Oracle Database
6 1 (2.38%) RDBMS
6 1 (2.38%) Relational Database
6 1 (2.38%) SQL Server
Development Applications
1 20 (47.62%) Jenkins
2 16 (38.10%) Git (software)
3 10 (23.81%) JIRA
4 7 (16.67%) Sonatype Nexus
5 5 (11.90%) Artifactory
5 5 (11.90%) SonarQube
6 2 (4.76%) gulp
6 2 (4.76%) PhpStorm
6 2 (4.76%) PHPUnit
6 2 (4.76%) Subversion
7 1 (2.38%) Apache Continuum
7 1 (2.38%) Babel
7 1 (2.38%) Bitbucket
7 1 (2.38%) Bower
7 1 (2.38%) Gradle
7 1 (2.38%) Grunt
7 1 (2.38%) Travis CI
General
1 10 (23.81%) Banking
2 6 (14.29%) Finance
3 3 (7.14%) Legal
4 2 (4.76%) Financial Institution
4 2 (4.76%) Investment Banking
4 2 (4.76%) Telecoms
5 1 (2.38%) Billing
5 1 (2.38%) Electronics
5 1 (2.38%) Manufacturing
5 1 (2.38%) Marketing
5 1 (2.38%) Pharmaceutical
Job Titles
1 16 (38.10%) Architect
2 11 (26.19%) AWS Architect
2 11 (26.19%) DevOps Engineer
3 8 (19.05%) AWS Solutions Architect
3 8 (19.05%) Solutions Architect
4 4 (9.52%) Application Security Specialist
4 4 (9.52%) Applications Specialist
4 4 (9.52%) Security Architect
4 4 (9.52%) Security Specialist
5 3 (7.14%) AWS DevOps
5 3 (7.14%) AWS DevOps Engineer
5 3 (7.14%) AWS Engineer
5 3 (7.14%) IT Engineer
5 3 (7.14%) IT Security Engineer
5 3 (7.14%) Platform Engineer
5 3 (7.14%) Security Engineer
6 2 (4.76%) Developer
6 2 (4.76%) Oracle Developer
6 2 (4.76%) SOC Architect
6 2 (4.76%) Technical Architect
Libraries, Frameworks & Software Standards
1 12 (28.57%) Node.js
2 8 (19.05%) SAML
3 7 (16.67%) LAPP Stack
3 7 (16.67%) LDAP
4 6 (14.29%) HTML
4 6 (14.29%) OAuth
4 6 (14.29%) OAuth2
4 6 (14.29%) RESTful
5 5 (11.90%) Elastic Stack
5 5 (11.90%) LAMP
5 5 (11.90%) LEMP Stack
5 5 (11.90%) Web Services
6 3 (7.14%) CSS
6 3 (7.14%) JSON
7 2 (4.76%) .NET
7 2 (4.76%) boto
7 2 (4.76%) REST
7 2 (4.76%) YAML
7 2 (4.76%) Zend Framework
8 1 (2.38%) Sass
Miscellaneous
1 9 (21.43%) Cyberthreat
2 6 (14.29%) PKI
3 5 (11.90%) Fintech
4 3 (7.14%) Self-Motivation
5 2 (4.76%) Computer Science
5 2 (4.76%) Equities
5 2 (4.76%) Greenfield Project
6 1 (2.38%) Analytical Skills
6 1 (2.38%) Blog
6 1 (2.38%) Distributed Denial-of-Service
6 1 (2.38%) Enterprise Software
6 1 (2.38%) Hybrid Cloud
6 1 (2.38%) Internet of Things
6 1 (2.38%) Linux Command Line
6 1 (2.38%) Management Information System
6 1 (2.38%) Mobile App
6 1 (2.38%) User Experience
Operating Systems
1 26 (61.90%) Linux
2 7 (16.67%) CentOS
2 7 (16.67%) Red Hat Enterprise Linux
3 5 (11.90%) CoreOS
4 4 (9.52%) Android
4 4 (9.52%) Apple iOS
5 3 (7.14%) Ubuntu
5 3 (7.14%) Windows
6 2 (4.76%) Debian
6 2 (4.76%) Unix
Processes & Methodologies
1 16 (38.10%) Analytics
1 16 (38.10%) DevOps
2 15 (35.71%) Agile Software Development
2 15 (35.71%) Big Data Analytics
2 15 (35.71%) Data Analytics
2 15 (35.71%) Open Source
2 15 (35.71%) SIEM
3 14 (33.33%) Visualisation
4 13 (30.95%) Protective Monitoring
5 11 (26.19%) Vulnerability Scanning
6 8 (19.05%) Information Security
7 7 (16.67%) Scrum
8 6 (14.29%) Continuous Integration
8 6 (14.29%) Document Management
8 6 (14.29%) OWASP
8 6 (14.29%) Source Code Analysis
9 5 (11.90%) Cybersecurity
9 5 (11.90%) Release Management
9 5 (11.90%) Stakeholder Management
9 5 (11.90%) Static Code Analysis
Programming Languages
1 17 (40.48%) Python
2 12 (28.57%) Java
3 6 (14.29%) Apex Code
3 6 (14.29%) Bash Shell
3 6 (14.29%) Go
3 6 (14.29%) PyPy
3 6 (14.29%) Ruby
4 4 (9.52%) JavaScript
5 3 (7.14%) SQL
6 2 (4.76%) Perl
6 2 (4.76%) PHP
6 2 (4.76%) PHP 5
6 2 (4.76%) PHP 7
6 2 (4.76%) PL/SQL
7 1 (2.38%) C
7 1 (2.38%) C++
7 1 (2.38%) R
7 1 (2.38%) Scala
Qualifications
1 13 (30.95%) Security Cleared
2 11 (26.19%) SC Cleared
3 6 (14.29%) AWS Certification
3 6 (14.29%) CCNA
3 6 (14.29%) CCNP
3 6 (14.29%) Cisco Certification
4 2 (4.76%) Computer Science Degree
4 2 (4.76%) Degree
5 1 (2.38%) (ISC)2 CCSP
5 1 (2.38%) DV Cleared
5 1 (2.38%) MCSD
5 1 (2.38%) Microsoft Certification
5 1 (2.38%) Oracle Certification
5 1 (2.38%) OSCE
5 1 (2.38%) OSCP
Quality Assurance & Compliance
1 7 (16.67%) ISO/IEC 27001
2 3 (7.14%) QA
3 2 (4.76%) MiFID
4 1 (2.38%) COBIT
4 1 (2.38%) PCI DSS
4 1 (2.38%) Sarbanes-Oxley
System Software
1 12 (28.57%) Docker
2 5 (11.90%) HDFS
2 5 (11.90%) Squid
3 3 (7.14%) Active Directory
4 2 (4.76%) Virtual Machines
4 2 (4.76%) VMware Infrastructure
5 1 (2.38%) VMware ESXi
5 1 (2.38%) Xen
Systems Management
1 8 (19.05%) Ansible
1 8 (19.05%) Kubernetes
1 8 (19.05%) Puppet
1 8 (19.05%) Terraform
2 6 (14.29%) Nagios
3 5 (11.90%) Consul
3 5 (11.90%) Hadoop YARN
3 5 (11.90%) Kibana
3 5 (11.90%) logstash
3 5 (11.90%) Packer
3 5 (11.90%) Prometheus
3 5 (11.90%) rkt
3 5 (11.90%) Sysdig
3 5 (11.90%) ZABBIX
4 3 (7.14%) Docker Swarm
4 3 (7.14%) Opscode Chef
5 1 (2.38%) Grafana
5 1 (2.38%) Graphite
5 1 (2.38%) Salt
Vendors
1 13 (30.95%) AlienVault
2 8 (19.05%) Oracle
3 7 (16.67%) Splunk
4 6 (14.29%) Cisco
4 6 (14.29%) Salesforce.com
5 5 (11.90%) ForgeRock
5 5 (11.90%) Qualys
5 5 (11.90%) Red Hat
6 3 (7.14%) Microsoft
7 2 (4.76%) SAP
7 2 (4.76%) VMware
7 2 (4.76%) Zend
8 1 (2.38%) CyberArk
8 1 (2.38%) Databricks
8 1 (2.38%) Google
8 1 (2.38%) Intel