Period
to 19 September 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 19 September 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
19 Sep 2018
Same period 2017 Same period 2016
Rank 828 848 864
Rank change year-on-year +20 +16 -7
Contract jobs citing AWS CloudTrail 36 7 19
As % of all contract IT jobs advertised in England 0.038% 0.008% 0.019%
As % of the Cloud Services category 0.17% 0.051% 0.17%
Number of daily rates quoted 28 2 7
England median daily rate £620 £475 £500
Median daily rate % change year-on-year +30.53% -5.00% +36.52%
10th Percentile £513 £390 £475
90th Percentile £749 £560 £548
UK median daily rate £620 £475 £500
% change year-on-year +30.53% -5.00% +36.52%
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 20,759 13,820 10,943
As % of all contract IT jobs advertised in England 22.05% 15.22% 11.05%
Number of daily rates quoted 14,382 9,521 7,667
England median daily rate £486 £475 £450
Median daily rate % change year-on-year +2.21% +5.56% +9.09%
10th Percentile £306 £275 £285
90th Percentile £650 £625 £606
UK median daily rate £475 £463 £450
% change year-on-year +2.70% +2.78% +9.76%
Number of hourly rates quoted 305 196 154
England median hourly rate £19.00 £20.71 £19.00
Median hourly rate % change year-on-year -8.23% +8.97% -17.39%
10th Percentile £11.25 £11.00 £11.65
90th Percentile £69.10 £63.75 £48.75
UK median hourly rate £18.00 £20.00 £18.77
% change year-on-year -10.00% +6.54% -17.48%

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 19 September 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 19 September 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 +35 29 £620 +30.53% 2
North West - 6 £625 -
North of England - 6 £625 -
East of England -12 1 £570 - 1
South East - 1 - -
AWS CloudTrail
UK

For the 6 months to 19 September 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 36 (100.00%) Amazon AWS
2 26 (72.22%) Amazon CloudWatch
3 23 (63.89%) Virtual Private Cloud
4 22 (61.11%) Amazon EC2
5 20 (55.56%) Amazon S3
5 20 (55.56%) Amazon RDS
6 18 (50.00%) DevOps
6 18 (50.00%) Agile Software Development
7 15 (41.67%) Linux
8 13 (36.11%) Vulnerability Scanning
8 13 (36.11%) AWS Lambda
8 13 (36.11%) Serverless
9 12 (33.33%) Python
9 12 (33.33%) Web Services
9 12 (33.33%) Continuous Integration
10 11 (30.56%) Test Automation
10 11 (30.56%) Migration
10 11 (30.56%) Amazon DynamoDB
11 10 (27.78%) Jenkins
11 10 (27.78%) DNS
12 9 (25.00%) Change Management
12 9 (25.00%) TCP/IP
12 9 (25.00%) Vulnerability Management
12 9 (25.00%) Route 53
12 9 (25.00%) SIEM
12 9 (25.00%) Elasticsearch
12 9 (25.00%) Kalman Filter
12 9 (25.00%) SDLC
13 8 (22.22%) AWS CloudFormation
13 8 (22.22%) Terraform

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 9 (25.00%) Elasticsearch
2 8 (22.22%) Confluence
3 5 (13.89%) nginx
4 2 (5.56%) Apache
5 1 (2.78%) IIS
5 1 (2.78%) MS Exchange
5 1 (2.78%) SharePoint
5 1 (2.78%) Skype for Business
5 1 (2.78%) Tomcat
Business Applications
1 1 (2.78%) SAP ERP
Cloud Services
1 36 (100.00%) Amazon AWS
2 26 (72.22%) Amazon CloudWatch
3 23 (63.89%) Virtual Private Cloud
4 22 (61.11%) Amazon EC2
5 20 (55.56%) Amazon S3
6 13 (36.11%) AWS Lambda
6 13 (36.11%) Serverless
7 9 (25.00%) Route 53
8 8 (22.22%) AWS CloudFormation
9 5 (13.89%) Amazon ELB
9 5 (13.89%) AWS Elastic Beanstalk
9 5 (13.89%) GitHub
9 5 (13.89%) npm
10 4 (11.11%) PaaS
11 3 (8.33%) CloudFront
11 3 (8.33%) OpenShift
12 2 (5.56%) Amazon EMR
12 2 (5.56%) Amazon Glacier
12 2 (5.56%) Amazon SQS
12 2 (5.56%) IaaS
Communications & Networking
1 10 (27.78%) DNS
2 9 (25.00%) TCP/IP
3 5 (13.89%) VPN
4 1 (2.78%) Firewall
4 1 (2.78%) HTTP
4 1 (2.78%) Internet
4 1 (2.78%) MQTT
4 1 (2.78%) SMS
Database & Business Intelligence
1 20 (55.56%) Amazon RDS
2 11 (30.56%) Amazon DynamoDB
3 7 (19.44%) Big Data
3 7 (19.44%) Data Mining
4 4 (11.11%) PostgreSQL
5 2 (5.56%) Amazon Athena
5 2 (5.56%) Amazon Redshift
5 2 (5.56%) SQL Server
6 1 (2.78%) Amazon Aurora
6 1 (2.78%) Apache Cassandra
6 1 (2.78%) Data Warehouse
6 1 (2.78%) Electronic Patient Records
6 1 (2.78%) MySQL
6 1 (2.78%) NoSQL
6 1 (2.78%) Oracle Database
6 1 (2.78%) RDBMS
6 1 (2.78%) Redis
6 1 (2.78%) Relational Database
Development Applications
1 10 (27.78%) Jenkins
2 8 (22.22%) Git (software)
2 8 (22.22%) JIRA
3 4 (11.11%) SonarQube
4 2 (5.56%) gulp
4 2 (5.56%) PhpStorm
4 2 (5.56%) PHPUnit
4 2 (5.56%) Sonatype Nexus
5 1 (2.78%) AppVeyor
5 1 (2.78%) Subversion
General
1 8 (22.22%) Finance
2 6 (16.67%) Banking
3 2 (5.56%) Investment Banking
3 2 (5.56%) Legal
4 1 (2.78%) Pharmaceutical
Job Titles
1 20 (55.56%) Architect
2 11 (30.56%) Cloud Architect
3 8 (22.22%) DevOps Engineer
4 7 (19.44%) AWS Architect
5 6 (16.67%) Technical Architect
6 4 (11.11%) Security Architect
7 3 (8.33%) Application Security Specialist
7 3 (8.33%) Applications Specialist
7 3 (8.33%) AWS DevOps
7 3 (8.33%) AWS DevOps Engineer
7 3 (8.33%) AWS Engineer
7 3 (8.33%) Cloud Engineer
7 3 (8.33%) Security Specialist
7 3 (8.33%) Solutions Architect
8 2 (5.56%) AWS Solutions Architect
8 2 (5.56%) Cybersecurity Architect
8 2 (5.56%) Developer
8 2 (5.56%) Oracle Developer
8 2 (5.56%) Security Technical Architect
8 2 (5.56%) SOC Architect
Libraries, Frameworks & Software Standards
1 12 (33.33%) Web Services
2 6 (16.67%) Node.js
2 6 (16.67%) SAML
3 5 (13.89%) JSON
3 5 (13.89%) LDAP
3 5 (13.89%) OAuth
3 5 (13.89%) OAuth2
3 5 (13.89%) RESTful
3 5 (13.89%) YAML
4 4 (11.11%) HTML
5 2 (5.56%) .NET
5 2 (5.56%) boto
5 2 (5.56%) CSS
5 2 (5.56%) LAPP Stack
5 2 (5.56%) Zend Framework
6 1 (2.78%) .NET Framework
6 1 (2.78%) ASP.NET Web API
6 1 (2.78%) REST
6 1 (2.78%) SOAP
6 1 (2.78%) XML
Miscellaneous
1 8 (22.22%) Cloud Native
2 5 (13.89%) PKI
3 4 (11.11%) Enterprise Cloud
4 3 (8.33%) Fintech
5 2 (5.56%) Equities
5 2 (5.56%) Greenfield Project
5 2 (5.56%) Reference Data
5 2 (5.56%) Self-Motivation
6 1 (2.78%) Blog
6 1 (2.78%) Computer Science
6 1 (2.78%) Enterprise Software
6 1 (2.78%) Internet of Things
6 1 (2.78%) Linux Command Line
6 1 (2.78%) Management Information System
6 1 (2.78%) Mobile App
6 1 (2.78%) User Experience
Operating Systems
1 15 (41.67%) Linux
2 6 (16.67%) Windows
3 5 (13.89%) Debian
4 3 (8.33%) CoreOS
5 2 (5.56%) CentOS
5 2 (5.56%) Red Hat Enterprise Linux
5 2 (5.56%) Ubuntu
6 1 (2.78%) Android
6 1 (2.78%) Apple iOS
6 1 (2.78%) Unix
Processes & Methodologies
1 18 (50.00%) Agile Software Development
1 18 (50.00%) DevOps
2 13 (36.11%) Vulnerability Scanning
3 12 (33.33%) Continuous Integration
4 11 (30.56%) Migration
4 11 (30.56%) Test Automation
5 9 (25.00%) Change Management
5 9 (25.00%) Kalman Filter
5 9 (25.00%) SDLC
5 9 (25.00%) SIEM
5 9 (25.00%) Vulnerability Management
6 8 (22.22%) Deployment Automation
6 8 (22.22%) Open Source
6 8 (22.22%) Release Management
7 7 (19.44%) Big Data Analytics
7 7 (19.44%) Business Analysis
7 7 (19.44%) Data Analytics
7 7 (19.44%) Data Modelling
7 7 (19.44%) Stakeholder Management
7 7 (19.44%) Visualisation
Programming Languages
1 12 (33.33%) Python
2 6 (16.67%) Java
3 5 (13.89%) Apex Code
3 5 (13.89%) PyPy
4 3 (8.33%) JavaScript
4 3 (8.33%) Shell Script
4 3 (8.33%) SQL
5 2 (5.56%) Perl
5 2 (5.56%) PHP
5 2 (5.56%) PHP 5
5 2 (5.56%) PHP 7
5 2 (5.56%) PL/SQL
6 1 (2.78%) Bash Shell
6 1 (2.78%) C
6 1 (2.78%) C++
6 1 (2.78%) Go
6 1 (2.78%) Korn
6 1 (2.78%) PowerShell
6 1 (2.78%) Ruby
Qualifications
1 7 (19.44%) Security Cleared
2 6 (16.67%) SC Cleared
3 5 (13.89%) CCNA
3 5 (13.89%) CCNP
3 5 (13.89%) Cisco Certification
4 4 (11.11%) AWS Certification
5 2 (5.56%) (ISC)2 CCSP
6 1 (2.78%) Computer Science Degree
6 1 (2.78%) Degree
6 1 (2.78%) MCSD
6 1 (2.78%) Microsoft Certification
6 1 (2.78%) Oracle Certification
Quality Assurance & Compliance
1 5 (13.89%) ISO/IEC 27001
2 2 (5.56%) Data Quality
2 2 (5.56%) MiFID
2 2 (5.56%) QA
System Software
1 6 (16.67%) Docker
2 4 (11.11%) Active Directory
3 1 (2.78%) Virtual Machines
3 1 (2.78%) VMware Infrastructure
3 1 (2.78%) Xen
Systems Management
1 8 (22.22%) Terraform
2 5 (13.89%) Kubernetes
3 4 (11.11%) Grafana
4 2 (5.56%) Ansible
4 2 (5.56%) Docker Swarm
4 2 (5.56%) Opscode Chef
4 2 (5.56%) Puppet
5 1 (2.78%) Nagios
5 1 (2.78%) Packer
5 1 (2.78%) Prometheus
5 1 (2.78%) Salt
Vendors
1 8 (22.22%) Splunk
2 6 (16.67%) AlienVault
3 5 (13.89%) Cisco
3 5 (13.89%) Salesforce.com
4 4 (11.11%) Qualys
5 3 (8.33%) Microsoft
5 3 (8.33%) Oracle
6 2 (5.56%) Zend
7 1 (2.78%) Google
7 1 (2.78%) SAP
7 1 (2.78%) VMware