Period
to 18 February 2019

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 18 February 2019 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
18 Feb 2019
Same period 2018 Same period 2017
Rank 773 824 786
Rank change year-on-year +51 -38 +69
Contract jobs citing AWS CloudTrail 70 27 52
As % of all contract IT jobs advertised in England 0.078% 0.029% 0.059%
As % of the Cloud Services category 0.31% 0.16% 0.45%
Number of daily rates quoted 43 19 26
England median daily rate £610 £640 £523
Median daily rate % change year-on-year -4.69% +22.49% -0.48%
10th Percentile £446 £450 £475
90th Percentile £675 £700 £625
UK median daily rate £610 £640 £523
% change year-on-year -4.69% +22.49% -0.48%
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 22,794 17,228 11,442
As % of all contract IT jobs advertised in England 25.28% 18.78% 12.96%
Number of daily rates quoted 15,850 12,031 7,961
England median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £313 £300 £290
90th Percentile £650 £625 £625
UK median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% +5.88%
Number of hourly rates quoted 280 211 156
England median hourly rate £17.50 £20.00 £19.00
Median hourly rate % change year-on-year -12.50% +5.26% -7.32%
10th Percentile £11.28 £11.25 £11.13
90th Percentile £50.50 £58.75 £56.75
UK median hourly rate £17.50 £20.00 £18.00
% change year-on-year -12.50% +11.11% -12.20%

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 18 February 2019.

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 18 February 2019. 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 +24 49 £610 -4.69% 5
Midlands - 9 £666 - 1
West Midlands - 9 £666 - 1
North of England - 6 £575 - 6
East of England - 5 £475 - 1
North West - 3 £575 - 2
Yorkshire - 3 - - 4
South East -8 1 - -
AWS CloudTrail
UK

For the 6 months to 18 February 2019, 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 70 (100.00%) Amazon AWS
2 64 (91.43%) Amazon S3
3 61 (87.14%) Amazon EC2
4 56 (80.00%) AWS Lambda
4 56 (80.00%) Serverless
5 54 (77.14%) Amazon RDS
6 52 (74.29%) Virtual Private Cloud
7 46 (65.71%) Amazon CloudWatch
8 43 (61.43%) DevOps
8 43 (61.43%) Test Automation
9 30 (42.86%) Web Services
10 28 (40.00%) Docker
11 27 (38.57%) Agile Software Development
12 25 (35.71%) DNS
12 25 (35.71%) Amazon DynamoDB
12 25 (35.71%) Amazon ELB
13 24 (34.29%) TCP/IP
13 24 (34.29%) Amazon SQS
13 24 (34.29%) Route 53
14 22 (31.43%) Vulnerability Management
14 22 (31.43%) CloudFront
14 22 (31.43%) Node.js
14 22 (31.43%) JavaScript
14 22 (31.43%) Kalman Filter
14 22 (31.43%) SDLC
15 20 (28.57%) Git (software)
16 19 (27.14%) Zachman Framework
16 19 (27.14%) TOGAF
17 18 (25.71%) MySQL
17 18 (25.71%) Amazon Kinesis

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 12 (17.14%) Confluence
2 2 (2.86%) Apache
2 2 (2.86%) Jupyter
3 1 (1.43%) Apache Spark
3 1 (1.43%) IIS
3 1 (1.43%) WebLogic
Cloud Services
1 70 (100.00%) Amazon AWS
2 64 (91.43%) Amazon S3
3 61 (87.14%) Amazon EC2
4 56 (80.00%) AWS Lambda
4 56 (80.00%) Serverless
5 52 (74.29%) Virtual Private Cloud
6 46 (65.71%) Amazon CloudWatch
7 25 (35.71%) Amazon ELB
8 24 (34.29%) Amazon SQS
8 24 (34.29%) Route 53
9 22 (31.43%) CloudFront
10 18 (25.71%) Amazon Kinesis
11 14 (20.00%) AWS CloudFormation
12 9 (12.86%) Amazon EMR
12 9 (12.86%) Microsoft Azure
13 5 (7.14%) AWS Elastic Beanstalk
14 3 (4.29%) Amazon ElastiCache
14 3 (4.29%) AWS CodePipeline
14 3 (4.29%) GitHub
14 3 (4.29%) SaaS
Communications & Networking
1 25 (35.71%) DNS
2 24 (34.29%) TCP/IP
3 6 (8.57%) VPN
4 3 (4.29%) Firewall
5 2 (2.86%) DHCP
5 2 (2.86%) Internet
Database & Business Intelligence
1 54 (77.14%) Amazon RDS
2 25 (35.71%) Amazon DynamoDB
3 18 (25.71%) MySQL
4 17 (24.29%) Redis
5 8 (11.43%) Amazon Redshift
6 4 (5.71%) Electronic Patient Records
7 3 (4.29%) Amazon Athena
7 3 (4.29%) Data Lake
7 3 (4.29%) Hadoop
8 2 (2.86%) Apache Zeppelin
8 2 (2.86%) Data Warehouse
8 2 (2.86%) Pentaho
8 2 (2.86%) Relational Database
9 1 (1.43%) Amazon Aurora
9 1 (1.43%) Apache Hive
9 1 (1.43%) Big Data
9 1 (1.43%) MongoDB
9 1 (1.43%) Parquet
9 1 (1.43%) Snowflake Schema
9 1 (1.43%) SQL Server
Development Applications
1 20 (28.57%) Git (software)
2 17 (24.29%) JIRA
3 16 (22.86%) Jenkins
4 5 (7.14%) GitLab
5 3 (4.29%) Maven
6 2 (2.86%) Apache Archiva
6 2 (2.86%) Bitbucket
6 2 (2.86%) CircleCI
6 2 (2.86%) SonarQube
6 2 (2.86%) Sonatype Nexus
7 1 (1.43%) Atlassian Bamboo
7 1 (1.43%) Cucumber
7 1 (1.43%) Gatling
7 1 (1.43%) JMeter
7 1 (1.43%) Selenium
7 1 (1.43%) Subversion
7 1 (1.43%) WebDriver
General
1 13 (18.57%) Finance
2 6 (8.57%) Retail
Job Titles
1 25 (35.71%) Architect
2 20 (28.57%) AWS Architect
3 19 (27.14%) Developer
4 17 (24.29%) AWS Developer
5 14 (20.00%) Cloud Architect
5 14 (20.00%) Senior Developer
6 12 (17.14%) DevOps Engineer
7 8 (11.43%) AWS DevOps
7 8 (11.43%) AWS Engineer
8 5 (7.14%) AWS DevOps Engineer
9 4 (5.71%) Cloud Engineer
10 3 (4.29%) AWS Consultant
10 3 (4.29%) Consultant
10 3 (4.29%) Senior DevOps
10 3 (4.29%) Senior DevOps Engineer
11 2 (2.86%) AWS Specialist
11 2 (2.86%) Cloud Consultant
11 2 (2.86%) DevOps Developer
11 2 (2.86%) ETL Developer
11 2 (2.86%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 30 (42.86%) Web Services
2 22 (31.43%) Node.js
3 17 (24.29%) Express
4 11 (15.71%) JSON
5 6 (8.57%) YAML
6 4 (5.71%) boto
6 4 (5.71%) HTML
7 3 (4.29%) SAML
8 1 (1.43%) Keycloak
8 1 (1.43%) LAMP
8 1 (1.43%) RESTful
Miscellaneous
1 16 (22.86%) Enterprise Cloud
2 12 (17.14%) Cloud Native
3 5 (7.14%) Linux Command Line
4 3 (4.29%) Management Information System
5 2 (2.86%) Analytical Skills
5 2 (2.86%) Data Centre
5 2 (2.86%) Self-Motivation
6 1 (1.43%) NHS
6 1 (1.43%) Public Cloud
Operating Systems
1 7 (10.00%) Linux
2 6 (8.57%) Windows
3 1 (1.43%) Windows Server
3 1 (1.43%) Windows Server 2008
3 1 (1.43%) Windows Server 2012
Processes & Methodologies
1 43 (61.43%) DevOps
1 43 (61.43%) Test Automation
2 27 (38.57%) Agile Software Development
3 22 (31.43%) Kalman Filter
3 22 (31.43%) SDLC
3 22 (31.43%) Vulnerability Management
4 19 (27.14%) TOGAF
4 19 (27.14%) Zachman Framework
5 17 (24.29%) Asynchronous Programming
5 17 (24.29%) CRM
5 17 (24.29%) ERP
5 17 (24.29%) Migration
6 15 (21.43%) Deployment Automation
7 13 (18.57%) Problem-Solving
8 10 (14.29%) Continuous Integration
8 10 (14.29%) Waterfall
9 9 (12.86%) Open Source
10 8 (11.43%) Commercial Awareness
11 6 (8.57%) Cloud Operations
11 6 (8.57%) Load Balancing
Programming Languages
1 22 (31.43%) JavaScript
2 17 (24.29%) ES6
2 17 (24.29%) Python
2 17 (24.29%) TypeScript
3 6 (8.57%) Java
3 6 (8.57%) Perl
4 4 (5.71%) Bash Shell
4 4 (5.71%) SQL
5 3 (4.29%) PowerShell
6 2 (2.86%) C#
6 2 (2.86%) Ruby
6 2 (2.86%) Scala
6 2 (2.86%) T-SQL
6 2 (2.86%) VBScript
7 1 (1.43%) PHP
7 1 (1.43%) WebLogic Scripting Tool
Qualifications
1 11 (15.71%) AWS Certification
2 6 (8.57%) Security Cleared
3 5 (7.14%) SC Cleared
4 2 (2.86%) ITIL Certification
5 1 (1.43%) Degree
Quality Assurance & Compliance
1 2 (2.86%) Data Quality
System Software
1 28 (40.00%) Docker
2 7 (10.00%) Active Directory
3 4 (5.71%) Virtual Machines
4 1 (1.43%) HDFS
4 1 (1.43%) Hyper-V
4 1 (1.43%) Terminal Server
4 1 (1.43%) VMware Infrastructure
Systems Management
1 18 (25.71%) Terraform
2 14 (20.00%) Ansible
3 10 (14.29%) Kubernetes
4 7 (10.00%) Opscode Chef
4 7 (10.00%) Puppet
5 4 (5.71%) Docker Swarm
5 4 (5.71%) Salt
6 3 (4.29%) Mesos
6 3 (4.29%) rkt
6 3 (4.29%) Single Sign-On
7 2 (2.86%) Nagios
8 1 (1.43%) Capistrano
8 1 (1.43%) Hadoop YARN
8 1 (1.43%) Host Intrusion Detection System
8 1 (1.43%) Suricata
Vendors
1 4 (5.71%) Microsoft
2 2 (2.86%) Greenplum
2 2 (2.86%) New Relic
2 2 (2.86%) Splunk
2 2 (2.86%) Tableau
3 1 (1.43%) AppDynamics
3 1 (1.43%) Databricks
3 1 (1.43%) Google
3 1 (1.43%) Oracle
3 1 (1.43%) Qualys
3 1 (1.43%) VMware