Period
to 17 February 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 17 February 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
17 Feb 2018
Same period 2017 Same period 2016
Rank 831 789 880
Rank change year-on-year -42 +91 -8
Contract jobs citing AWS CloudTrail 27 53 6
As % of all contract IT jobs advertised in the UK 0.027% 0.055% 0.006%
As % of the Cloud Services category 0.15% 0.44% 0.076%
Number of daily rates quoted 19 26 5
UK median daily rate £640 £523 £525
Median daily rate % change year-on-year +22.49% -0.48% -16.00%
10th Percentile £450 £475 £473
90th Percentile £700 £625 £550
UK excluding London median daily rate - £600 -
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 18,299 12,116 7,869
As % of all contract IT jobs advertised in the UK 18.19% 12.63% 7.29%
Number of daily rates quoted 12,653 8,394 5,433
UK median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% -
10th Percentile £300 £281 £275
90th Percentile £625 £613 £600
UK excluding London median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% -
Number of hourly rates quoted 234 168 123
UK median hourly rate £20.00 £18.00 £20.00
Median hourly rate % change year-on-year +11.11% -10.00% -11.11%
10th Percentile £11.08 £11.18 £11.00
90th Percentile £50.50 £56.75 £57.50
UK excluding London median hourly rate £16.88 £17.00 £19.75
% change year-on-year -0.74% -13.91% -1.26%

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 17 February 2018.

Contractor daily rate histogram for AWS CloudTrail in the UK

AWS CloudTrail
Top 4 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 17 February 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 -43 27 £640 +22.49% 4
London -42 26 £640 +23.08% 1
UK excluding London -4 1 - - 3
South East -25 1 - - 2

For the 6 months to 17 February 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 27 (100.00%) Amazon AWS
2 26 (96.30%) Virtual Private Cloud
3 24 (88.89%) Amazon CloudWatch
4 23 (85.19%) Linux
5 22 (81.48%) Elasticsearch
6 21 (77.78%) Amazon EC2
7 17 (62.96%) Open Source
7 17 (62.96%) Analytics
8 15 (55.56%) Big Data
8 15 (55.56%) Big Data Analytics
8 15 (55.56%) Data Analytics
8 15 (55.56%) SIEM
8 15 (55.56%) Data Mining
9 14 (51.85%) Visualisation
10 13 (48.15%) Protective Monitoring
10 13 (48.15%) Security Cleared
10 13 (48.15%) AlienVault
11 12 (44.44%) Amazon Kinesis
12 11 (40.74%) SC Cleared
12 11 (40.74%) Jenkins
13 10 (37.04%) Amazon S3
13 10 (37.04%) Python
13 10 (37.04%) Amazon Redshift
13 10 (37.04%) DevOps
14 9 (33.33%) Cyberthreat
14 9 (33.33%) nginx
15 8 (29.63%) Git (software)
15 8 (29.63%) Amazon RDS
15 8 (29.63%) Apache
15 8 (29.63%) 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 22 (81.48%) Elasticsearch
2 9 (33.33%) nginx
3 8 (29.63%) Apache
4 6 (22.22%) Apache Spark
5 5 (18.52%) Tomcat
6 4 (14.81%) Jetty
7 1 (3.70%) Confluence
7 1 (3.70%) GlassFish
7 1 (3.70%) JBoss
7 1 (3.70%) OpenStack
7 1 (3.70%) SAS
7 1 (3.70%) WildFly
Applications
1 1 (3.70%) HipChat
Cloud Services
1 27 (100.00%) Amazon AWS
2 26 (96.30%) Virtual Private Cloud
3 24 (88.89%) Amazon CloudWatch
4 21 (77.78%) Amazon EC2
5 12 (44.44%) Amazon Kinesis
6 10 (37.04%) Amazon S3
7 8 (29.63%) AWS Lambda
7 8 (29.63%) Serverless
8 6 (22.22%) Amazon ELB
9 5 (18.52%) AWS CloudFormation
9 5 (18.52%) Route 53
10 4 (14.81%) GitHub
11 2 (7.41%) Amazon SQS
11 2 (7.41%) Azure Active Directory
11 2 (7.41%) CloudFront
11 2 (7.41%) Microsoft Azure
12 1 (3.70%) Akamai
12 1 (3.70%) AWS OpsWorks
12 1 (3.70%) Slack
Communications & Networking
1 5 (18.52%) OpenLDAP
2 3 (11.11%) HTTP
3 2 (7.41%) Firewall
3 2 (7.41%) Network Security
3 2 (7.41%) ZigBee
Database & Business Intelligence
1 15 (55.56%) Big Data
1 15 (55.56%) Data Mining
2 10 (37.04%) Amazon Redshift
3 8 (29.63%) Amazon RDS
4 7 (25.93%) Hadoop
4 7 (25.93%) MySQL
5 5 (18.52%) PostgreSQL
6 2 (7.41%) Amazon DynamoDB
6 2 (7.41%) Apache Cassandra
6 2 (7.41%) Hazelcast
6 2 (7.41%) HDInsight
6 2 (7.41%) MongoDB
7 1 (3.70%) Data Lake
Development Applications
1 11 (40.74%) Jenkins
2 8 (29.63%) Git (software)
3 7 (25.93%) Artifactory
4 5 (18.52%) Sonatype Nexus
5 3 (11.11%) JIRA
5 3 (11.11%) Subversion
6 2 (7.41%) Babel
6 2 (7.41%) Bower
6 2 (7.41%) Gradle
6 2 (7.41%) Grunt
6 2 (7.41%) Maven
6 2 (7.41%) TeamCity
6 2 (7.41%) Travis CI
6 2 (7.41%) Vagrant
7 1 (3.70%) Apache Continuum
7 1 (3.70%) Bitbucket
7 1 (3.70%) Mocha
General
1 2 (7.41%) Marketing
2 1 (3.70%) Advertising
2 1 (3.70%) Billing
2 1 (3.70%) Electronics
2 1 (3.70%) Finance
2 1 (3.70%) Manufacturing
2 1 (3.70%) Telecoms
Job Titles
1 14 (51.85%) Architect
2 10 (37.04%) AWS Architect
3 8 (29.63%) AWS Solutions Architect
3 8 (29.63%) DevOps Engineer
3 8 (29.63%) Solutions Architect
4 3 (11.11%) Platform Engineer
5 2 (7.41%) Cybersecurity Architect
5 2 (7.41%) Security Architect
5 2 (7.41%) SOC Architect
5 2 (7.41%) Technical Architect
6 1 (3.70%) AWS Consultant
6 1 (3.70%) AWS DevOps
6 1 (3.70%) AWS DevOps Engineer
6 1 (3.70%) AWS Engineer
6 1 (3.70%) Consultant
6 1 (3.70%) Data Engineer
6 1 (3.70%) Senior Data Engineer
6 1 (3.70%) Senior Data Scientist
6 1 (3.70%) Senior DevOps
6 1 (3.70%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 7 (25.93%) Elastic Stack
1 7 (25.93%) LAMP
1 7 (25.93%) LEMP Stack
2 5 (18.52%) LAPP Stack
2 5 (18.52%) Node.js
3 4 (14.81%) RabbitMQ
3 4 (14.81%) Spring
3 4 (14.81%) Web Services
4 3 (11.11%) HTML
5 2 (7.41%) .NET
5 2 (7.41%) Dropwizard
5 2 (7.41%) HTML5
5 2 (7.41%) Hystrix
5 2 (7.41%) LDAP
5 2 (7.41%) OAuth
5 2 (7.41%) React
5 2 (7.41%) Ruby on Rails
5 2 (7.41%) Sass
5 2 (7.41%) Spring Boot
5 2 (7.41%) Swagger
Miscellaneous
1 9 (33.33%) Cyberthreat
2 3 (11.11%) Analytical Skills
3 2 (7.41%) Linux Command Line
4 1 (3.70%) Computer Science
4 1 (3.70%) Distributed Denial-of-Service
4 1 (3.70%) Greenfield Project
4 1 (3.70%) Hybrid Cloud
Operating Systems
1 23 (85.19%) Linux
2 5 (18.52%) CentOS
2 5 (18.52%) CoreOS
2 5 (18.52%) Red Hat Enterprise Linux
3 3 (11.11%) Ubuntu
4 2 (7.41%) Debian
4 2 (7.41%) Unix
Processes & Methodologies
1 17 (62.96%) Analytics
1 17 (62.96%) Open Source
2 15 (55.56%) Big Data Analytics
2 15 (55.56%) Data Analytics
2 15 (55.56%) SIEM
3 14 (51.85%) Visualisation
4 13 (48.15%) Protective Monitoring
5 10 (37.04%) DevOps
6 5 (18.52%) Cybersecurity
6 5 (18.52%) Release Management
6 5 (18.52%) Stakeholder Management
6 5 (18.52%) Vulnerability Scanning
7 4 (14.81%) Business Analysis
7 4 (14.81%) Business Process Mapping
7 4 (14.81%) Change Control
7 4 (14.81%) Data Modelling
7 4 (14.81%) Process Architecture
7 4 (14.81%) Software Engineering
8 3 (11.11%) Change Management
8 3 (11.11%) Configuration Management
Programming Languages
1 10 (37.04%) Python
2 7 (25.93%) Bash Shell
2 7 (25.93%) Ruby
3 5 (18.52%) Go
3 5 (18.52%) Java
4 2 (7.41%) JavaScript
4 2 (7.41%) R
4 2 (7.41%) Scala
Qualifications
1 13 (48.15%) Security Cleared
2 11 (40.74%) SC Cleared
3 1 (3.70%) AWS Certification
3 1 (3.70%) Computer Science Degree
3 1 (3.70%) Degree
3 1 (3.70%) DV Cleared
Quality Assurance & Compliance
1 2 (7.41%) QA
System Software
1 6 (22.22%) Docker
2 5 (18.52%) HDFS
2 5 (18.52%) Squid
3 2 (7.41%) Apache ZooKeeper
3 2 (7.41%) Firmware
3 2 (7.41%) Virtual Machines
3 2 (7.41%) VirtualBox
Systems Management
1 7 (25.93%) Ansible
1 7 (25.93%) Kibana
1 7 (25.93%) logstash
1 7 (25.93%) Nagios
1 7 (25.93%) Packer
1 7 (25.93%) Puppet
1 7 (25.93%) Terraform
2 6 (22.22%) Kubernetes
3 5 (18.52%) Consul
3 5 (18.52%) Hadoop YARN
3 5 (18.52%) Prometheus
3 5 (18.52%) rkt
3 5 (18.52%) Sysdig
3 5 (18.52%) ZABBIX
4 2 (7.41%) Grafana
4 2 (7.41%) HAProxy
5 1 (3.70%) Opscode Chef
Vendors
1 13 (48.15%) AlienVault
2 5 (18.52%) ForgeRock
2 5 (18.52%) Oracle
2 5 (18.52%) Red Hat
3 2 (7.41%) Databricks
3 2 (7.41%) New Relic
4 1 (3.70%) Intel
4 1 (3.70%) SAP
4 1 (3.70%) Splunk