Period
to 21 June 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 21 June 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
21 Jun 2018
Same period 2017 Same period 2016
Rank 836 826 889
Rank change year-on-year -10 +63 -29
Contract jobs citing AWS CloudTrail 43 20 10
As % of all contract IT jobs advertised in the UK 0.043% 0.022% 0.009%
As % of the Cloud Services category 0.21% 0.16% 0.10%
Number of daily rates quoted 34 15 5
UK median daily rate £613 £500 £500
Median daily rate % change year-on-year +22.50% - +36.05%
10th Percentile £454 £475 £463
90th Percentile £764 £640 £533
UK excluding London median daily rate £625 - -
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 20,367 12,333 9,614
As % of all contract IT jobs advertised in the UK 20.36% 13.53% 9.01%
Number of daily rates quoted 13,870 8,481 6,711
UK median daily rate £475 £450 £450
Median daily rate % change year-on-year +5.56% - +10.43%
10th Percentile £306 £275 £290
90th Percentile £638 £625 £601
UK excluding London median daily rate £450 £425 £425
% change year-on-year +5.88% - +7.59%
Number of hourly rates quoted 292 170 153
UK median hourly rate £18.95 £19.00 £19.61
Median hourly rate % change year-on-year -0.29% -3.11% -12.84%
10th Percentile £12.00 £10.73 £11.85
90th Percentile £56.25 £60.10 £46.88
UK excluding London median hourly rate £17.00 £17.50 £16.50
% change year-on-year -2.86% +6.06% -17.50%

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 June 2018.

Contractor daily rate histogram for AWS CloudTrail in the UK

AWS CloudTrail
Top 7 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 June 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 -27 43 £613 +22.50% 12
London -19 36 £613 +22.50% 5
UK excluding London +6 8 £625 - 7
North of England - 6 £625 - 2
North West - 6 £625 - 1
South East -17 1 - - 1
East of England - 1 £570 - 1

For the 6 months to 21 June 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 43 (100.00%) Amazon AWS
2 38 (88.37%) Amazon CloudWatch
3 27 (62.79%) Virtual Private Cloud
4 26 (60.47%) Linux
5 19 (44.19%) Amazon EC2
5 19 (44.19%) Vulnerability Scanning
5 19 (44.19%) Elasticsearch
6 18 (41.86%) DevOps
6 18 (41.86%) Agile Software Development
6 18 (41.86%) Python
7 17 (39.53%) Amazon S3
7 17 (39.53%) Jenkins
7 17 (39.53%) Amazon RDS
8 15 (34.88%) Git (software)
8 15 (34.88%) Security Cleared
9 14 (32.56%) SIEM
10 13 (30.23%) SC Cleared
10 13 (30.23%) Open Source
11 12 (27.91%) Release Management
11 12 (27.91%) Change Management
11 12 (27.91%) Data Mining
11 12 (27.91%) Big Data
11 12 (27.91%) Big Data Analytics
11 12 (27.91%) Data Analytics
11 12 (27.91%) Visualisation
11 12 (27.91%) Node.js
11 12 (27.91%) Analytics
11 12 (27.91%) Terraform
12 11 (25.58%) Serverless
12 11 (25.58%) AWS Lambda

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 19 (44.19%) Elasticsearch
2 9 (20.93%) Confluence
2 9 (20.93%) nginx
3 7 (16.28%) Apache
4 5 (11.63%) Apache Spark
4 5 (11.63%) Tomcat
5 1 (2.33%) MS Exchange
5 1 (2.33%) OpenStack
5 1 (2.33%) SharePoint
5 1 (2.33%) Skype for Business
Business Applications
1 1 (2.33%) SAP ERP
Cloud Services
1 43 (100.00%) Amazon AWS
2 38 (88.37%) Amazon CloudWatch
3 27 (62.79%) Virtual Private Cloud
4 19 (44.19%) Amazon EC2
5 17 (39.53%) Amazon S3
6 11 (25.58%) AWS Lambda
6 11 (25.58%) Serverless
7 9 (20.93%) Amazon ELB
8 8 (18.60%) AWS CloudFormation
9 6 (13.95%) GitHub
9 6 (13.95%) npm
10 5 (11.63%) AWS Elastic Beanstalk
11 4 (9.30%) PaaS
12 3 (6.98%) Amazon SQS
12 3 (6.98%) CloudFront
12 3 (6.98%) OpenShift
13 2 (4.65%) Amazon EMR
13 2 (4.65%) IaaS
13 2 (4.65%) Microsoft Azure
13 2 (4.65%) SaaS
Communications & Networking
1 5 (11.63%) OpenLDAP
2 4 (9.30%) VPN
3 1 (2.33%) DNS
3 1 (2.33%) Firewall
3 1 (2.33%) HTTP
3 1 (2.33%) Internet
3 1 (2.33%) MQTT
3 1 (2.33%) SMS
3 1 (2.33%) TACACS
3 1 (2.33%) TCP/IP
Database & Business Intelligence
1 17 (39.53%) Amazon RDS
2 12 (27.91%) Big Data
2 12 (27.91%) Data Mining
3 8 (18.60%) PostgreSQL
4 7 (16.28%) MySQL
5 5 (11.63%) Hadoop
6 3 (6.98%) Amazon DynamoDB
7 2 (4.65%) Amazon Athena
7 2 (4.65%) Amazon Redshift
8 1 (2.33%) Data Warehouse
8 1 (2.33%) Electronic Patient Records
8 1 (2.33%) Oracle Database
8 1 (2.33%) RDBMS
8 1 (2.33%) Relational Database
8 1 (2.33%) SQL Server
Development Applications
1 17 (39.53%) Jenkins
2 15 (34.88%) Git (software)
3 9 (20.93%) JIRA
4 7 (16.28%) Sonatype Nexus
5 5 (11.63%) Artifactory
5 5 (11.63%) SonarQube
6 2 (4.65%) gulp
6 2 (4.65%) PhpStorm
6 2 (4.65%) PHPUnit
7 1 (2.33%) Subversion
General
1 10 (23.26%) Banking
1 10 (23.26%) Finance
2 3 (6.98%) Legal
3 2 (4.65%) Financial Institution
3 2 (4.65%) Investment Banking
4 1 (2.33%) Pharmaceutical
4 1 (2.33%) Telecoms
Job Titles
1 18 (41.86%) Architect
2 14 (32.56%) DevOps Engineer
3 8 (18.60%) Technical Architect
4 7 (16.28%) Security Architect
5 5 (11.63%) AWS Architect
6 4 (9.30%) Application Security Specialist
6 4 (9.30%) Applications Specialist
6 4 (9.30%) Cloud Architect
6 4 (9.30%) Cybersecurity Architect
6 4 (9.30%) Security Specialist
6 4 (9.30%) SOC Architect
6 4 (9.30%) Solutions Architect
7 3 (6.98%) AWS DevOps
7 3 (6.98%) AWS Engineer
7 3 (6.98%) AWS Solutions Architect
7 3 (6.98%) Cloud Engineer
7 3 (6.98%) IT Engineer
7 3 (6.98%) IT Security Engineer
7 3 (6.98%) Platform Engineer
7 3 (6.98%) Security Engineer
Libraries, Frameworks & Software Standards
1 12 (27.91%) Node.js
2 7 (16.28%) LAPP Stack
2 7 (16.28%) LDAP
2 7 (16.28%) SAML
3 6 (13.95%) OAuth
3 6 (13.95%) OAuth2
3 6 (13.95%) RESTful
4 5 (11.63%) Elastic Stack
4 5 (11.63%) JSON
4 5 (11.63%) LAMP
4 5 (11.63%) LEMP Stack
4 5 (11.63%) Web Services
4 5 (11.63%) YAML
5 4 (9.30%) HTML
6 2 (4.65%) boto
6 2 (4.65%) CSS
6 2 (4.65%) Zend Framework
7 1 (2.33%) .NET Framework
7 1 (2.33%) REST
7 1 (2.33%) Sensu
Miscellaneous
1 6 (13.95%) PKI
2 5 (11.63%) Fintech
3 2 (4.65%) Equities
3 2 (4.65%) Greenfield Project
3 2 (4.65%) Management Information System
3 2 (4.65%) Reference Data
3 2 (4.65%) Self-Motivation
4 1 (2.33%) Blog
4 1 (2.33%) Computer Science
4 1 (2.33%) Enterprise Software
4 1 (2.33%) Internet of Things
4 1 (2.33%) Linux Command Line
4 1 (2.33%) Mobile App
4 1 (2.33%) User Experience
Operating Systems
1 26 (60.47%) Linux
2 8 (18.60%) CoreOS
3 7 (16.28%) CentOS
3 7 (16.28%) Red Hat Enterprise Linux
4 6 (13.95%) Windows
5 5 (11.63%) Debian
6 4 (9.30%) Android
6 4 (9.30%) Apple iOS
7 2 (4.65%) Ubuntu
7 2 (4.65%) Unix
Processes & Methodologies
1 19 (44.19%) Vulnerability Scanning
2 18 (41.86%) Agile Software Development
2 18 (41.86%) DevOps
3 14 (32.56%) SIEM
4 13 (30.23%) Open Source
5 12 (27.91%) Analytics
5 12 (27.91%) Big Data Analytics
5 12 (27.91%) Change Management
5 12 (27.91%) Data Analytics
5 12 (27.91%) Release Management
5 12 (27.91%) Visualisation
6 11 (25.58%) Business Analysis
6 11 (25.58%) Business Process Mapping
6 11 (25.58%) Change Control
6 11 (25.58%) Cybersecurity
6 11 (25.58%) Data Modelling
6 11 (25.58%) Process Architecture
6 11 (25.58%) Stakeholder Management
7 9 (20.93%) Protective Monitoring
8 8 (18.60%) Information Security
Programming Languages
1 18 (41.86%) Python
2 10 (23.26%) Java
3 6 (13.95%) Apex Code
3 6 (13.95%) Bash Shell
3 6 (13.95%) Go
3 6 (13.95%) PyPy
3 6 (13.95%) Ruby
4 3 (6.98%) JavaScript
4 3 (6.98%) Shell Script
4 3 (6.98%) SQL
5 2 (4.65%) Perl
5 2 (4.65%) PHP
5 2 (4.65%) PHP 5
5 2 (4.65%) PHP 7
5 2 (4.65%) PL/SQL
6 1 (2.33%) C
6 1 (2.33%) C++
Qualifications
1 15 (34.88%) Security Cleared
2 13 (30.23%) SC Cleared
3 6 (13.95%) AWS Certification
3 6 (13.95%) CCNA
3 6 (13.95%) CCNP
3 6 (13.95%) Cisco Certification
4 2 (4.65%) (ISC)2 CCSP
5 1 (2.33%) Computer Science Degree
5 1 (2.33%) Degree
5 1 (2.33%) MCSD
5 1 (2.33%) Microsoft Certification
5 1 (2.33%) Oracle Certification
5 1 (2.33%) OSCE
5 1 (2.33%) OSCP
Quality Assurance & Compliance
1 7 (16.28%) ISO/IEC 27001
2 2 (4.65%) Data Quality
2 2 (4.65%) MiFID
2 2 (4.65%) QA
3 1 (2.33%) COBIT
3 1 (2.33%) PCI DSS
3 1 (2.33%) Sarbanes-Oxley
System Software
1 11 (25.58%) Docker
2 5 (11.63%) HDFS
2 5 (11.63%) Squid
3 4 (9.30%) Active Directory
4 2 (4.65%) VMware Infrastructure
5 1 (2.33%) Virtual Machines
5 1 (2.33%) VMware ESXi
5 1 (2.33%) Xen
Systems Management
1 12 (27.91%) Terraform
2 10 (23.26%) Kubernetes
3 8 (18.60%) Ansible
3 8 (18.60%) Puppet
4 6 (13.95%) Nagios
5 5 (11.63%) Consul
5 5 (11.63%) Hadoop YARN
5 5 (11.63%) Kibana
5 5 (11.63%) logstash
5 5 (11.63%) Packer
5 5 (11.63%) Prometheus
5 5 (11.63%) rkt
5 5 (11.63%) Sysdig
5 5 (11.63%) ZABBIX
6 4 (9.30%) Grafana
7 3 (6.98%) Docker Swarm
8 2 (4.65%) Opscode Chef
9 1 (2.33%) Graphite
9 1 (2.33%) Salt
Vendors
1 9 (20.93%) AlienVault
1 9 (20.93%) Splunk
2 8 (18.60%) Oracle
3 6 (13.95%) Cisco
3 6 (13.95%) Salesforce.com
4 5 (11.63%) ForgeRock
4 5 (11.63%) Qualys
4 5 (11.63%) Red Hat
5 4 (9.30%) Microsoft
6 2 (4.65%) VMware
6 2 (4.65%) Zend
7 1 (2.33%) CyberArk
7 1 (2.33%) Google
7 1 (2.33%) SAP