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 3 months to 28 May 2017 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
3 months to
28 May 2017
Same period 2016 Same period 2015
Rank 591 654 -
Rank change year-on-year +63 -  
Contract jobs citing AWS CloudTrail 4 7 0
As % of all contract IT jobs advertised in the UK 0.009% 0.013% -
As % of the Cloud Services category 0.067% 0.14% -
Number of daily rates quoted 1 3 0
Median daily rate £550 £500 -
Median daily rate % change year-on-year +10.00% -  
UK excluding London median daily rate - - -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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

Contract Cloud Computing Skills
UK
Contract job vacancies with a requirement for cloud computing skills 5949 5059 3204
As % of all contract IT job vacancies advertised in the UK 13.29% 9.28% 5.80%
Number of daily rates quoted 4008 3499 2039
Median daily rate £475 £463 £415
Median daily rate % change year-on-year +2.70% +11.44%  
90% offered a daily rate of more than £300 £325 £255
10% offered a daily rate of more than £600 £600 £590
UK excluding London median daily rate £450 £450 £400
% change year-on-year - +12.50%  
Number of hourly rates quoted 93 82 87
Median hourly rate £20.08 £22.00 £30.00
Median hourly rate % change year-on-year -8.73% -26.66%  
90% offered a hourly rate of more than £12.35 £13.50 £14.50
10% offered a hourly rate of more than £65.00 £43.88 £40.00
UK excluding London median hourly rate £19.00 £19.61 £25.00
% change year-on-year -3.11% -21.56%  

AWS CloudTrail
Job Vacancy Trend

The job posting trend of jobs advertised citing AWS CloudTrail as a proportion of all contract or permanent IT jobs with a match in the Cloud Services category.

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
Top 3 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 3 months to 28 May 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +45 4 £550 +10.00% 1
London +36 4 £550 +10.00%
Croydon - 2 - -

For the 6 months to 28 May 2017, IT contractor jobs citing AWS CloudTrail also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for AWS CloudTrail.

1 25 (100.00%) Amazon AWS
2 24 (96.00%) Amazon CloudWatch
3 22 (88.00%) Terraform
3 22 (88.00%) DevOps
3 22 (88.00%) Amazon EC2
3 22 (88.00%) Amazon S3
4 21 (84.00%) Virtual Private Cloud
5 20 (80.00%) Amazon RDS
6 19 (76.00%) AWS CloudFormation
7 17 (68.00%) AWS Elastic Beanstalk
7 17 (68.00%) nginx
8 16 (64.00%) VPN
8 16 (64.00%) CloudFront
9 15 (60.00%) PaaS
9 15 (60.00%) Puppet
10 14 (56.00%) Microservices
10 14 (56.00%) Auto-Scaling
11 10 (40.00%) AWS Certification
11 10 (40.00%) Docker
12 9 (36.00%) Agile Software Development
12 9 (36.00%) Greenfield Project
13 8 (32.00%) Linux
13 8 (32.00%) Amazon DynamoDB
14 7 (28.00%) Kubernetes
14 7 (28.00%) Infrastructure Monitoring
14 7 (28.00%) Python
14 7 (28.00%) Configuration Management
15 6 (24.00%) Ansible
16 5 (20.00%) Amazon ELB
16 5 (20.00%) Jenkins

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 17 (68.00%) nginx
2 3 (12.00%) Apache
2 3 (12.00%) Apache Spark
2 3 (12.00%) Tomcat
3 2 (8.00%) Confluence
3 2 (8.00%) Elasticsearch
4 1 (4.00%) MS Exchange
4 1 (4.00%) SharePoint
4 1 (4.00%) Skype for Business
Business Applications
1 1 (4.00%) SAP ERP
Cloud Services
1 25 (100.00%) Amazon AWS
2 24 (96.00%) Amazon CloudWatch
3 22 (88.00%) Amazon EC2
3 22 (88.00%) Amazon S3
4 21 (84.00%) Virtual Private Cloud
5 19 (76.00%) AWS CloudFormation
6 17 (68.00%) AWS Elastic Beanstalk
7 16 (64.00%) CloudFront
8 15 (60.00%) PaaS
9 5 (20.00%) Amazon ELB
9 5 (20.00%) AWS Lambda
10 2 (8.00%) Amazon EMR
10 2 (8.00%) Amazon SQS
10 2 (8.00%) GitHub
11 1 (4.00%) G Suite
11 1 (4.00%) Google Cloud Platform
11 1 (4.00%) Microsoft Azure
11 1 (4.00%) Office 365
11 1 (4.00%) Route 53
Communications & Networking
1 16 (64.00%) VPN
2 3 (12.00%) OpenLDAP
3 1 (4.00%) Firewall
3 1 (4.00%) IPsec
3 1 (4.00%) LAN
3 1 (4.00%) WAN
Database & Business Intelligence
1 20 (80.00%) Amazon RDS
2 8 (32.00%) Amazon DynamoDB
3 4 (16.00%) MySQL
3 4 (16.00%) PostgreSQL
4 3 (12.00%) Hadoop
5 2 (8.00%) Amazon Redshift
6 1 (4.00%) Big Data
6 1 (4.00%) Data Warehouse
6 1 (4.00%) SQL Server
Development Applications
1 5 (20.00%) Git (software)
1 5 (20.00%) Jenkins
2 3 (12.00%) Artifactory
2 3 (12.00%) Sonatype Nexus
3 2 (8.00%) GoCD
3 2 (8.00%) JIRA
General
1 2 (8.00%) Finance
Job Titles
1 16 (64.00%) AWS Engineer
2 14 (56.00%) AWS DevOps
2 14 (56.00%) DevOps Engineer
3 12 (48.00%) AWS DevOps Engineer
4 3 (12.00%) Cloud Engineer
4 3 (12.00%) Linux DevOps Engineer
4 3 (12.00%) Linux Engineer
4 3 (12.00%) Linux/Unix DevOps
5 2 (8.00%) Architect
5 2 (8.00%) Consultant
6 1 (4.00%) AWS Architect
6 1 (4.00%) AWS Consultant
6 1 (4.00%) Azure Consultant
6 1 (4.00%) Cloud Consultant
6 1 (4.00%) Cloud Specialist
6 1 (4.00%) DevOps Architect
6 1 (4.00%) DevOps Consultant
6 1 (4.00%) DevOps Specialist
6 1 (4.00%) Operations Engineer
Libraries, Frameworks & Software Standards
1 5 (20.00%) Elastic Stack
2 3 (12.00%) LAMP
2 3 (12.00%) LAPP Stack
2 3 (12.00%) LEMP Stack
2 3 (12.00%) Node.js
2 3 (12.00%) Web Services
3 2 (8.00%) boto
3 2 (8.00%) HTML
3 2 (8.00%) JSON
3 2 (8.00%) YAML
Miscellaneous
1 9 (36.00%) Greenfield Project
2 1 (4.00%) Enterprise Software
2 1 (4.00%) Linux Command Line
Operating Systems
1 8 (32.00%) Linux
2 3 (12.00%) CentOS
2 3 (12.00%) CoreOS
2 3 (12.00%) Red Hat Enterprise Linux
3 2 (8.00%) Unix
3 2 (8.00%) Windows
Processes & Methodologies
1 22 (88.00%) DevOps
2 14 (56.00%) Auto-Scaling
2 14 (56.00%) Microservices
3 9 (36.00%) Agile Software Development
4 7 (28.00%) Configuration Management
4 7 (28.00%) Infrastructure Monitoring
5 2 (8.00%) High Availability
5 2 (8.00%) Migration
5 2 (8.00%) Scrum
5 2 (8.00%) Test Automation
6 1 (4.00%) Continuous Integration
6 1 (4.00%) ERP
6 1 (4.00%) Vulnerability Assessment
Programming Languages
1 7 (28.00%) Python
2 3 (12.00%) Bash Shell
2 3 (12.00%) Go
2 3 (12.00%) Ruby
3 2 (8.00%) Perl
4 1 (4.00%) SQL
Qualifications
1 10 (40.00%) AWS Certification
2 4 (16.00%) SC Cleared
2 4 (16.00%) Security Cleared
3 2 (8.00%) DV Cleared
4 1 (4.00%) CCNA
4 1 (4.00%) CCNP
4 1 (4.00%) CISA
4 1 (4.00%) Cisco Certification
4 1 (4.00%) CISM
4 1 (4.00%) CISSP
4 1 (4.00%) MCSE
4 1 (4.00%) Microsoft Certification
Quality Assurance & Compliance
1 1 (4.00%) ISO/IEC 27001
1 1 (4.00%) PCI DSS
System Software
1 10 (40.00%) Docker
2 3 (12.00%) Active Directory
2 3 (12.00%) HDFS
2 3 (12.00%) Squid
3 2 (8.00%) Virtual Machines
4 1 (4.00%) Xen
Systems Management
1 22 (88.00%) Terraform
2 15 (60.00%) Puppet
3 7 (28.00%) Kubernetes
4 6 (24.00%) Ansible
5 3 (12.00%) Consul
5 3 (12.00%) Hadoop YARN
5 3 (12.00%) Kibana
5 3 (12.00%) logstash
5 3 (12.00%) Nagios
5 3 (12.00%) Opscode Chef
5 3 (12.00%) Packer
5 3 (12.00%) Prometheus
5 3 (12.00%) rkt
5 3 (12.00%) Sysdig
5 3 (12.00%) ZABBIX
6 2 (8.00%) Docker Swarm
6 2 (8.00%) Graphite
6 2 (8.00%) Salt
Vendors
1 4 (16.00%) Oracle
2 3 (12.00%) ForgeRock
2 3 (12.00%) Red Hat
3 1 (4.00%) Google
3 1 (4.00%) Microsoft
3 1 (4.00%) SAP
3 1 (4.00%) VMware