Period
to 21 July 2017

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 21 July 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
6 months to
21 Jul 2017
Same period 2016 Same period 2015
Rank 826 890 858
Rank change year-on-year +64 -32 -
Contract jobs citing AWS CloudTrail 16 11 13
As % of all contract IT jobs advertised in the UK 0.017% 0.010% 0.012%
As % of the Cloud Services category 0.12% 0.10% 0.20%
Number of daily rates quoted 11 6 6
UK median daily rate £500 £500 £366
Median daily rate % change year-on-year - +36.52% -
10th Percentile £475 £463 £362
90th Percentile £650 £550 £494
UK excluding London median daily rate - - £366
Number of hourly rates quoted 0 0 0
UK 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 13062 10478 6532
As % of all contract IT job vacancies advertised in the UK 13.62% 9.52% 5.78%
Number of daily rates quoted 8929 7302 4239
UK median daily rate £455 £450 £405
Median daily rate % change year-on-year +1.11% +11.11% +1.25%
10th Percentile £270 £288 £250
90th Percentile £625 £600 £575
UK excluding London median daily rate £425 £425 £400
% change year-on-year - +6.25% +5.26%
Number of hourly rates quoted 192 166 161
UK median hourly rate £19.00 £19.00 £22.50
Median hourly rate % change year-on-year - -15.56% +32.35%
10th Percentile £10.96 £11.66 £11.25
90th Percentile £60.40 £46.94 £42.50
UK excluding London median hourly rate £17.50 £16.00 £20.00
% change year-on-year +9.38% -20.00% +33.33%

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 21 July 2017.

Contractor daily rate histogram for AWS CloudTrail in the UK

AWS CloudTrail
Top 5 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 21 July 2017. 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 +62 16 £500 -
London +26 14 £500 -
UK excluding London +52 2 - -
South East - 1 - -
East of England - 1 - -

For the 6 months to 21 July 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 16 (100.00%) Amazon AWS
1 16 (100.00%) Amazon CloudWatch
2 13 (81.25%) Virtual Private Cloud
2 13 (81.25%) Terraform
2 13 (81.25%) Amazon EC2
2 13 (81.25%) Amazon S3
3 12 (75.00%) Amazon RDS
3 12 (75.00%) DevOps
4 10 (62.50%) AWS CloudFormation
4 10 (62.50%) nginx
5 8 (50.00%) Puppet
5 8 (50.00%) CloudFront
6 7 (43.75%) PaaS
6 7 (43.75%) Microservices
6 7 (43.75%) AWS Elastic Beanstalk
6 7 (43.75%) Auto-Scaling
6 7 (43.75%) VPN
7 5 (31.25%) Ansible
7 5 (31.25%) Docker
7 5 (31.25%) Greenfield Project
8 4 (25.00%) Bash Shell
8 4 (25.00%) AWS Certification
8 4 (25.00%) Configuration Management
8 4 (25.00%) MySQL
8 4 (25.00%) Oracle
8 4 (25.00%) Python
8 4 (25.00%) SC Cleared
8 4 (25.00%) Security Cleared
8 4 (25.00%) PostgreSQL
9 3 (18.75%) Agile Software Development

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 10 (62.50%) nginx
2 3 (18.75%) Apache
2 3 (18.75%) Apache Spark
2 3 (18.75%) Tomcat
3 2 (12.50%) Confluence
3 2 (12.50%) Elasticsearch
4 1 (6.25%) MS Exchange
4 1 (6.25%) SharePoint
4 1 (6.25%) Skype for Business
Business Applications
1 1 (6.25%) SAP ERP
Cloud Services
1 16 (100.00%) Amazon AWS
1 16 (100.00%) Amazon CloudWatch
2 13 (81.25%) Amazon EC2
2 13 (81.25%) Amazon S3
2 13 (81.25%) Virtual Private Cloud
3 10 (62.50%) AWS CloudFormation
4 8 (50.00%) CloudFront
5 7 (43.75%) AWS Elastic Beanstalk
5 7 (43.75%) PaaS
6 3 (18.75%) Amazon ELB
6 3 (18.75%) AWS Lambda
7 2 (12.50%) GitHub
8 1 (6.25%) Amazon Glacier
8 1 (6.25%) Amazon SQS
8 1 (6.25%) G Suite
8 1 (6.25%) Google Cloud Platform
8 1 (6.25%) Microsoft Azure
8 1 (6.25%) Office 365
8 1 (6.25%) Route 53
Communications & Networking
1 7 (43.75%) VPN
2 3 (18.75%) OpenLDAP
3 2 (12.50%) Firewall
4 1 (6.25%) DHCP
4 1 (6.25%) DNS
4 1 (6.25%) IPsec
4 1 (6.25%) LAN
4 1 (6.25%) TCP/IP
4 1 (6.25%) WAN
Database & Business Intelligence
1 12 (75.00%) Amazon RDS
2 4 (25.00%) MySQL
2 4 (25.00%) PostgreSQL
3 3 (18.75%) Amazon DynamoDB
3 3 (18.75%) Hadoop
4 1 (6.25%) Data Warehouse
4 1 (6.25%) SQL Server
Development Applications
1 3 (18.75%) Artifactory
1 3 (18.75%) Git (software)
1 3 (18.75%) Jenkins
1 3 (18.75%) Sonatype Nexus
2 2 (12.50%) GoCD
2 2 (12.50%) JIRA
3 1 (6.25%) JMeter
3 1 (6.25%) SoapUI
3 1 (6.25%) Zephyr
General
1 1 (6.25%) Advertising
Job Titles
1 7 (43.75%) DevOps Engineer
2 6 (37.50%) AWS DevOps
2 6 (37.50%) AWS Engineer
3 5 (31.25%) AWS DevOps Engineer
4 2 (12.50%) Architect
4 2 (12.50%) AWS Specialist
4 2 (12.50%) Cloud Engineer
4 2 (12.50%) Consultant
5 1 (6.25%) Applications Tester
5 1 (6.25%) AWS Architect
5 1 (6.25%) AWS Consultant
5 1 (6.25%) Azure Consultant
5 1 (6.25%) Cloud Consultant
5 1 (6.25%) Cloud Specialist
5 1 (6.25%) DevOps Architect
5 1 (6.25%) DevOps Consultant
5 1 (6.25%) DevOps Specialist
5 1 (6.25%) Tester
Libraries, Frameworks & Software Standards
1 3 (18.75%) Elastic Stack
1 3 (18.75%) LAMP
1 3 (18.75%) LAPP Stack
1 3 (18.75%) LEMP Stack
1 3 (18.75%) Node.js
2 2 (12.50%) Web Services
3 1 (6.25%) REST
3 1 (6.25%) YAML
Miscellaneous
1 5 (31.25%) Greenfield Project
2 1 (6.25%) Enterprise Software
Operating Systems
1 3 (18.75%) CentOS
1 3 (18.75%) CoreOS
1 3 (18.75%) Linux
1 3 (18.75%) Red Hat Enterprise Linux
Processes & Methodologies
1 12 (75.00%) DevOps
2 7 (43.75%) Auto-Scaling
2 7 (43.75%) Microservices
3 4 (25.00%) Configuration Management
4 3 (18.75%) Agile Software Development
5 2 (12.50%) Infrastructure Monitoring
5 2 (12.50%) Migration
6 1 (6.25%) Continuous Integration
6 1 (6.25%) ERP
6 1 (6.25%) ITIL
6 1 (6.25%) Test Automation
6 1 (6.25%) Test Management
6 1 (6.25%) Vulnerability Assessment
Programming Languages
1 4 (25.00%) Bash Shell
1 4 (25.00%) Python
2 3 (18.75%) Go
2 3 (18.75%) Ruby
3 1 (6.25%) Perl
3 1 (6.25%) PowerShell
3 1 (6.25%) SQL
3 1 (6.25%) VBScript
Qualifications
1 4 (25.00%) AWS Certification
1 4 (25.00%) SC Cleared
1 4 (25.00%) Security Cleared
2 2 (12.50%) DV Cleared
2 2 (12.50%) Microsoft Certification
3 1 (6.25%) CCNA
3 1 (6.25%) CCNP
3 1 (6.25%) CISA
3 1 (6.25%) Cisco Certification
3 1 (6.25%) CISM
3 1 (6.25%) CISSP
3 1 (6.25%) ITIL Certification
3 1 (6.25%) MCSE
Quality Assurance & Compliance
1 1 (6.25%) ISO/IEC 27001
1 1 (6.25%) PCI DSS
System Software
1 5 (31.25%) Docker
2 3 (18.75%) HDFS
2 3 (18.75%) Squid
3 1 (6.25%) Active Directory
3 1 (6.25%) Xen
Systems Management
1 13 (81.25%) Terraform
2 8 (50.00%) Puppet
3 5 (31.25%) Ansible
4 3 (18.75%) Consul
4 3 (18.75%) Hadoop YARN
4 3 (18.75%) Kibana
4 3 (18.75%) Kubernetes
4 3 (18.75%) logstash
4 3 (18.75%) Nagios
4 3 (18.75%) Packer
4 3 (18.75%) Prometheus
4 3 (18.75%) rkt
4 3 (18.75%) Sysdig
4 3 (18.75%) ZABBIX
5 1 (6.25%) Opscode Chef
Vendors
1 4 (25.00%) Oracle
2 3 (18.75%) ForgeRock
2 3 (18.75%) Red Hat
3 2 (12.50%) Microsoft
4 1 (6.25%) Google
4 1 (6.25%) SAP
4 1 (6.25%) VMware