Period
to 17 July 2018

The following table provides summary statistics for contract job vacancies advertised in England 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 17 July 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 > England
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 815 809 875
Rank change year-on-year -6 +66 -23
Contract jobs citing AWS CloudTrail 38 15 10
As % of all contract IT jobs advertised in England 0.040% 0.017% 0.010%
As % of the Cloud Services category 0.19% 0.12% 0.10%
Number of daily rates quoted 31 10 5
England median daily rate £625 £513 £500
Median daily rate % change year-on-year +21.95% +2.50% +36.99%
10th Percentile £513 £475 £463
90th Percentile £775 £650 £533
UK median daily rate £625 £513 £500
% change year-on-year +21.95% +2.50% +36.99%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK 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 advertised in England with a requirement for cloud computing skills.

All Cloud Skills
England
Contract vacancies with a requirement for cloud computing skills 20,037 12,460 9,974
As % of all contract IT jobs advertised in England 21.19% 14.24% 9.81%
Number of daily rates quoted 13,788 8,527 7,011
England median daily rate £480 £460 £450
Median daily rate % change year-on-year +4.35% +2.22% +9.09%
10th Percentile £310 £275 £293
90th Percentile £638 £625 £600
UK median daily rate £475 £450 £450
% change year-on-year +5.56% - +10.43%
Number of hourly rates quoted 269 185 145
England median hourly rate £20.00 £21.00 £19.00
Median hourly rate % change year-on-year -4.76% +10.53% -17.39%
10th Percentile £12.50 £10.83 £11.56
90th Percentile £73.75 £63.75 £46.95
UK median hourly rate £19.00 £19.00 £19.00

AWS CloudTrail
Job Vacancy Trend in England

Job postings citing AWS CloudTrail as a percentage of all IT jobs advertised in England.

Job vacancy trend for AWS CloudTrail in England

AWS CloudTrail
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for AWS CloudTrail in England

AWS CloudTrail
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing AWS CloudTrail in England over the 6 months to 17 July 2018.

Contractor daily rate histogram for AWS CloudTrail in England

AWS CloudTrail
Contract Job Locations in England

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 England region over the 6 months to 17 July 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
London -33 31 £625 +21.95% 4
North West - 6 £625 -
North of England - 6 £625 -
East of England +12 1 £570 -
South East -27 1 - -
AWS CloudTrail
UK

For the 6 months to 17 July 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 across the England region with a requirement for AWS CloudTrail.

1 38 (100.00%) Amazon AWS
2 33 (86.84%) Amazon CloudWatch
3 22 (57.89%) Virtual Private Cloud
4 21 (55.26%) Linux
5 19 (50.00%) Vulnerability Scanning
6 18 (47.37%) Agile Software Development
7 14 (36.84%) Amazon EC2
7 14 (36.84%) SIEM
7 14 (36.84%) Elasticsearch
8 13 (34.21%) DevOps
8 13 (34.21%) Open Source
8 13 (34.21%) Python
9 12 (31.58%) Data Mining
9 12 (31.58%) Change Management
9 12 (31.58%) Amazon S3
9 12 (31.58%) Visualisation
9 12 (31.58%) Release Management
9 12 (31.58%) Big Data
9 12 (31.58%) Big Data Analytics
9 12 (31.58%) Data Analytics
9 12 (31.58%) Analytics
9 12 (31.58%) Jenkins
9 12 (31.58%) Amazon RDS
10 11 (28.95%) Change Control
10 11 (28.95%) Business Process Mapping
10 11 (28.95%) Cybersecurity
10 11 (28.95%) Data Modelling
10 11 (28.95%) Business Analysis
10 11 (28.95%) Process Architecture
10 11 (28.95%) Stakeholder Management

AWS CloudTrail
Co-occurring IT Skills in England 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 14 (36.84%) Elasticsearch
2 9 (23.68%) Confluence
3 4 (10.53%) nginx
4 2 (5.26%) Apache
5 1 (2.63%) MS Exchange
5 1 (2.63%) OpenStack
5 1 (2.63%) SharePoint
5 1 (2.63%) Skype for Business
Business Applications
1 1 (2.63%) SAP ERP
Cloud Services
1 38 (100.00%) Amazon AWS
2 33 (86.84%) Amazon CloudWatch
3 22 (57.89%) Virtual Private Cloud
4 14 (36.84%) Amazon EC2
5 12 (31.58%) Amazon S3
6 8 (21.05%) AWS CloudFormation
7 6 (15.79%) AWS Lambda
7 6 (15.79%) GitHub
7 6 (15.79%) npm
7 6 (15.79%) Serverless
8 5 (13.16%) AWS Elastic Beanstalk
9 4 (10.53%) Amazon ELB
9 4 (10.53%) PaaS
10 3 (7.89%) Amazon SQS
10 3 (7.89%) CloudFront
10 3 (7.89%) OpenShift
11 2 (5.26%) Amazon EMR
11 2 (5.26%) Amazon Glacier
11 2 (5.26%) IaaS
11 2 (5.26%) SaaS
Communications & Networking
1 4 (10.53%) VPN
2 1 (2.63%) DNS
2 1 (2.63%) Firewall
2 1 (2.63%) HTTP
2 1 (2.63%) Internet
2 1 (2.63%) MQTT
2 1 (2.63%) SMS
2 1 (2.63%) TACACS
2 1 (2.63%) TCP/IP
Database & Business Intelligence
1 12 (31.58%) Amazon RDS
1 12 (31.58%) Big Data
1 12 (31.58%) Data Mining
2 3 (7.89%) Amazon DynamoDB
2 3 (7.89%) PostgreSQL
3 2 (5.26%) Amazon Athena
3 2 (5.26%) Amazon Redshift
3 2 (5.26%) MySQL
4 1 (2.63%) Data Warehouse
4 1 (2.63%) Electronic Patient Records
4 1 (2.63%) Oracle Database
4 1 (2.63%) RDBMS
4 1 (2.63%) Relational Database
4 1 (2.63%) SQL Server
Development Applications
1 12 (31.58%) Jenkins
2 10 (26.32%) Git (software)
3 9 (23.68%) JIRA
4 5 (13.16%) SonarQube
5 2 (5.26%) gulp
5 2 (5.26%) PhpStorm
5 2 (5.26%) PHPUnit
5 2 (5.26%) Sonatype Nexus
6 1 (2.63%) Subversion
General
1 10 (26.32%) Banking
1 10 (26.32%) Finance
2 3 (7.89%) Legal
3 2 (5.26%) Financial Institution
3 2 (5.26%) Investment Banking
4 1 (2.63%) Pharmaceutical
4 1 (2.63%) Telecoms
Job Titles
1 18 (47.37%) Architect
2 9 (23.68%) DevOps Engineer
3 8 (21.05%) Technical Architect
4 7 (18.42%) Security Architect
5 5 (13.16%) AWS Architect
6 4 (10.53%) Application Security Specialist
6 4 (10.53%) Applications Specialist
6 4 (10.53%) Cloud Architect
6 4 (10.53%) Cybersecurity Architect
6 4 (10.53%) Security Specialist
6 4 (10.53%) SOC Architect
6 4 (10.53%) Solutions Architect
7 3 (7.89%) AWS DevOps
7 3 (7.89%) AWS DevOps Engineer
7 3 (7.89%) AWS Engineer
7 3 (7.89%) AWS Solutions Architect
7 3 (7.89%) Cloud Engineer
7 3 (7.89%) IT Engineer
7 3 (7.89%) IT Security Engineer
7 3 (7.89%) Security Engineer
Libraries, Frameworks & Software Standards
1 7 (18.42%) LDAP
1 7 (18.42%) Node.js
1 7 (18.42%) SAML
2 6 (15.79%) OAuth
2 6 (15.79%) OAuth2
2 6 (15.79%) RESTful
3 5 (13.16%) JSON
3 5 (13.16%) Web Services
3 5 (13.16%) YAML
4 4 (10.53%) HTML
5 2 (5.26%) boto
5 2 (5.26%) CSS
5 2 (5.26%) LAPP Stack
5 2 (5.26%) Zend Framework
6 1 (2.63%) .NET
6 1 (2.63%) .NET Framework
6 1 (2.63%) REST
6 1 (2.63%) Sensu
6 1 (2.63%) SOAP
6 1 (2.63%) XML
Miscellaneous
1 6 (15.79%) PKI
2 5 (13.16%) Fintech
3 2 (5.26%) Equities
3 2 (5.26%) Greenfield Project
3 2 (5.26%) Management Information System
3 2 (5.26%) Reference Data
3 2 (5.26%) Self-Motivation
4 1 (2.63%) Blog
4 1 (2.63%) Computer Science
4 1 (2.63%) Enterprise Software
4 1 (2.63%) Internet of Things
4 1 (2.63%) Linux Command Line
4 1 (2.63%) Mobile App
4 1 (2.63%) User Experience
Operating Systems
1 21 (55.26%) Linux
2 6 (15.79%) Windows
3 5 (13.16%) Debian
4 4 (10.53%) Android
4 4 (10.53%) Apple iOS
5 3 (7.89%) CoreOS
6 2 (5.26%) CentOS
6 2 (5.26%) Red Hat Enterprise Linux
6 2 (5.26%) Ubuntu
6 2 (5.26%) Unix
Processes & Methodologies
1 19 (50.00%) Vulnerability Scanning
2 18 (47.37%) Agile Software Development
3 14 (36.84%) SIEM
4 13 (34.21%) DevOps
4 13 (34.21%) Open Source
5 12 (31.58%) Analytics
5 12 (31.58%) Big Data Analytics
5 12 (31.58%) Change Management
5 12 (31.58%) Data Analytics
5 12 (31.58%) Release Management
5 12 (31.58%) Visualisation
6 11 (28.95%) Business Analysis
6 11 (28.95%) Business Process Mapping
6 11 (28.95%) Change Control
6 11 (28.95%) Cybersecurity
6 11 (28.95%) Data Modelling
6 11 (28.95%) Process Architecture
6 11 (28.95%) Stakeholder Management
7 9 (23.68%) Protective Monitoring
8 8 (21.05%) Information Security
Programming Languages
1 13 (34.21%) Python
2 10 (26.32%) Java
3 6 (15.79%) Apex Code
3 6 (15.79%) PyPy
4 3 (7.89%) JavaScript
4 3 (7.89%) Shell Script
4 3 (7.89%) SQL
5 2 (5.26%) Perl
5 2 (5.26%) PHP
5 2 (5.26%) PHP 5
5 2 (5.26%) PHP 7
5 2 (5.26%) PL/SQL
6 1 (2.63%) Bash Shell
6 1 (2.63%) C
6 1 (2.63%) C++
6 1 (2.63%) Go
6 1 (2.63%) Ruby
Qualifications
1 10 (26.32%) Security Cleared
2 8 (21.05%) SC Cleared
3 6 (15.79%) AWS Certification
3 6 (15.79%) CCNA
3 6 (15.79%) CCNP
3 6 (15.79%) Cisco Certification
4 2 (5.26%) (ISC)2 CCSP
5 1 (2.63%) Computer Science Degree
5 1 (2.63%) Degree
5 1 (2.63%) MCSD
5 1 (2.63%) Microsoft Certification
5 1 (2.63%) Oracle Certification
5 1 (2.63%) OSCE
5 1 (2.63%) OSCP
Quality Assurance & Compliance
1 7 (18.42%) ISO/IEC 27001
2 2 (5.26%) Data Quality
2 2 (5.26%) MiFID
2 2 (5.26%) QA
3 1 (2.63%) COBIT
3 1 (2.63%) PCI DSS
3 1 (2.63%) Sarbanes-Oxley
System Software
1 6 (15.79%) Docker
2 4 (10.53%) Active Directory
3 2 (5.26%) VMware Infrastructure
4 1 (2.63%) Virtual Machines
4 1 (2.63%) VMware ESXi
4 1 (2.63%) Xen
Systems Management
1 7 (18.42%) Terraform
2 5 (13.16%) Kubernetes
3 4 (10.53%) Grafana
4 3 (7.89%) Ansible
4 3 (7.89%) Docker Swarm
4 3 (7.89%) Puppet
5 2 (5.26%) Opscode Chef
6 1 (2.63%) Graphite
6 1 (2.63%) Nagios
6 1 (2.63%) Salt
Vendors
1 9 (23.68%) AlienVault
1 9 (23.68%) Splunk
2 6 (15.79%) Cisco
2 6 (15.79%) Salesforce.com
3 5 (13.16%) Qualys
4 4 (10.53%) Microsoft
5 3 (7.89%) Oracle
6 2 (5.26%) VMware
6 2 (5.26%) Zend
7 1 (2.63%) CyberArk
7 1 (2.63%) Google
7 1 (2.63%) SAP