Period
to 14 November 2018

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 14 November 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 > England
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 822 861 832
Rank change year-on-year +39 -29 +26
Contract jobs citing AWS CloudTrail 37 6 39
As % of all contract IT jobs advertised in England 0.039% 0.006% 0.040%
As % of the Cloud Services category 0.17% 0.038% 0.33%
Number of daily rates quoted 24 4 10
England median daily rate £610 £500 £523
Median daily rate % change year-on-year +22.00% -4.31% +7.18%
10th Percentile £520 £405 £480
90th Percentile £638 £648 £598
UK median daily rate £610 £500 £523
% change year-on-year +22.00% -4.31% +7.18%
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 22,363 15,710 11,788
As % of all contract IT jobs advertised in England 23.44% 16.58% 12.02%
Number of daily rates quoted 15,614 10,979 8,137
England median daily rate £490 £475 £450
Median daily rate % change year-on-year +3.16% +5.56% +5.88%
10th Percentile £306 £270 £281
90th Percentile £650 £625 £605
UK median daily rate £485 £470 £450
% change year-on-year +3.19% +4.44% +5.88%
Number of hourly rates quoted 306 204 168
England median hourly rate £17.50 £20.00 £19.00
Median hourly rate % change year-on-year -12.50% +5.26% -13.64%
10th Percentile £11.25 £11.00 £12.18
90th Percentile £56.88 £60.00 £56.79
UK median hourly rate £17.50 £19.31 £18.00
% change year-on-year -9.39% +7.29% -17.51%

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 14 November 2018.

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 14 November 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
London +15 26 £610 +22.00% 4
North of England - 8 £625 - 3
North West - 6 £625 -
East of England +15 3 £548 - 2
Yorkshire - 2 - - 3
South East - 1 - - 2
AWS CloudTrail
UK

For the 6 months to 14 November 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 across the England region with a requirement for AWS CloudTrail.

1 37 (100.00%) Amazon AWS
2 32 (86.49%) Virtual Private Cloud
3 31 (83.78%) Amazon EC2
3 31 (83.78%) Amazon S3
3 31 (83.78%) Amazon RDS
4 26 (70.27%) AWS Lambda
4 26 (70.27%) Serverless
5 23 (62.16%) Test Automation
6 20 (54.05%) Amazon CloudWatch
7 19 (51.35%) DevOps
7 19 (51.35%) Web Services
8 18 (48.65%) DNS
9 17 (45.95%) TCP/IP
9 17 (45.95%) Route 53
10 16 (43.24%) Amazon DynamoDB
10 16 (43.24%) Kalman Filter
11 15 (40.54%) SDLC
11 15 (40.54%) Vulnerability Management
12 12 (32.43%) Problem-Solving
12 12 (32.43%) Finance
13 11 (29.73%) Zachman Framework
13 11 (29.73%) TOGAF
13 11 (29.73%) Docker
14 10 (27.03%) Agile Software Development
14 10 (27.03%) Migration
14 10 (27.03%) Amazon ELB
15 9 (24.32%) Amazon SQS
15 9 (24.32%) Linux
16 8 (21.62%) Python
16 8 (21.62%) JavaScript

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 5 (13.51%) Elasticsearch
2 4 (10.81%) Confluence
3 1 (2.70%) IIS
3 1 (2.70%) Jupyter
3 1 (2.70%) nginx
3 1 (2.70%) Tomcat
Cloud Services
1 37 (100.00%) Amazon AWS
2 32 (86.49%) Virtual Private Cloud
3 31 (83.78%) Amazon EC2
3 31 (83.78%) Amazon S3
4 26 (70.27%) AWS Lambda
4 26 (70.27%) Serverless
5 20 (54.05%) Amazon CloudWatch
6 17 (45.95%) Route 53
7 10 (27.03%) Amazon ELB
8 9 (24.32%) Amazon SQS
9 7 (18.92%) Amazon Kinesis
9 7 (18.92%) CloudFront
10 5 (13.51%) AWS CloudFormation
11 4 (10.81%) Amazon EMR
12 3 (8.11%) AWS Elastic Beanstalk
13 1 (2.70%) Amazon Glacier
13 1 (2.70%) Amazon SageMaker
13 1 (2.70%) OpenShift
Communications & Networking
1 18 (48.65%) DNS
2 17 (45.95%) TCP/IP
3 4 (10.81%) VPN
4 2 (5.41%) Firewall
5 1 (2.70%) DHCP
5 1 (2.70%) SMS
Database & Business Intelligence
1 31 (83.78%) Amazon RDS
2 16 (43.24%) Amazon DynamoDB
3 7 (18.92%) Redis
4 6 (16.22%) MySQL
5 5 (13.51%) Amazon Redshift
5 5 (13.51%) Big Data
5 5 (13.51%) Data Mining
6 2 (5.41%) Amazon Athena
6 2 (5.41%) Amazon Aurora
6 2 (5.41%) Data Lake
6 2 (5.41%) Data Warehouse
6 2 (5.41%) Electronic Patient Records
6 2 (5.41%) Pentaho
6 2 (5.41%) Relational Database
7 1 (2.70%) Apache Zeppelin
7 1 (2.70%) Hadoop
7 1 (2.70%) PostgreSQL
7 1 (2.70%) RDBMS
7 1 (2.70%) Snowflake Schema
7 1 (2.70%) SQL Server
Development Applications
1 8 (21.62%) Git (software)
2 4 (10.81%) JIRA
3 3 (8.11%) Jenkins
4 1 (2.70%) AppVeyor
4 1 (2.70%) Bitbucket
General
1 12 (32.43%) Finance
Job Titles
1 22 (59.46%) Architect
2 13 (35.14%) AWS Architect
3 9 (24.32%) Cloud Architect
4 8 (21.62%) Developer
5 6 (16.22%) AWS Developer
5 6 (16.22%) Senior Developer
6 5 (13.51%) Technical Architect
7 3 (8.11%) DevOps Engineer
8 2 (5.41%) Cybersecurity Architect
8 2 (5.41%) ETL Developer
8 2 (5.41%) Security Architect
8 2 (5.41%) Security Technical Architect
9 1 (2.70%) AWS Consultant
9 1 (2.70%) AWS Engineer
9 1 (2.70%) Cloud Engineer
9 1 (2.70%) Consultant
9 1 (2.70%) Senior Architect
9 1 (2.70%) Senior Solutions Architect
9 1 (2.70%) Software Engineer
9 1 (2.70%) Solutions Architect
Libraries, Frameworks & Software Standards
1 19 (51.35%) Web Services
2 7 (18.92%) Node.js
3 6 (16.22%) Express
4 4 (10.81%) YAML
5 3 (8.11%) JSON
6 2 (5.41%) boto
6 2 (5.41%) HTML
7 1 (2.70%) .NET
7 1 (2.70%) ASP.NET Web API
Miscellaneous
1 8 (21.62%) Cloud Native
2 4 (10.81%) Enterprise Cloud
3 2 (5.41%) Linux Command Line
3 2 (5.41%) Management Information System
4 1 (2.70%) Analytical Skills
4 1 (2.70%) Reference Data
4 1 (2.70%) Self-Motivation
Operating Systems
1 9 (24.32%) Linux
2 3 (8.11%) Windows
3 1 (2.70%) CoreOS
3 1 (2.70%) Debian
3 1 (2.70%) Unix
Processes & Methodologies
1 23 (62.16%) Test Automation
2 19 (51.35%) DevOps
3 16 (43.24%) Kalman Filter
4 15 (40.54%) SDLC
4 15 (40.54%) Vulnerability Management
5 12 (32.43%) Problem-Solving
6 11 (29.73%) TOGAF
6 11 (29.73%) Zachman Framework
7 10 (27.03%) Agile Software Development
7 10 (27.03%) Migration
8 8 (21.62%) Analytics
9 7 (18.92%) Change Management
9 7 (18.92%) Commercial Awareness
9 7 (18.92%) Release Management
10 6 (16.22%) Asynchronous Programming
10 6 (16.22%) CRM
10 6 (16.22%) Data Analytics
10 6 (16.22%) Data Modelling
10 6 (16.22%) ERP
10 6 (16.22%) SIEM
Programming Languages
1 8 (21.62%) JavaScript
1 8 (21.62%) Python
2 6 (16.22%) ES6
2 6 (16.22%) TypeScript
3 3 (8.11%) Bash Shell
3 3 (8.11%) Java
3 3 (8.11%) Perl
4 2 (5.41%) C#
4 2 (5.41%) PowerShell
4 2 (5.41%) Ruby
4 2 (5.41%) Scala
4 2 (5.41%) SQL
4 2 (5.41%) T-SQL
5 1 (2.70%) Korn
5 1 (2.70%) Shell Script
5 1 (2.70%) VBScript
Qualifications
1 5 (13.51%) AWS Certification
1 5 (13.51%) Security Cleared
2 4 (10.81%) SC Cleared
3 1 (2.70%) Degree
3 1 (2.70%) ITIL Certification
Quality Assurance & Compliance
1 3 (8.11%) Data Quality
System Software
1 11 (29.73%) Docker
2 1 (2.70%) Active Directory
2 1 (2.70%) Virtual Machines
Systems Management
1 5 (13.51%) Terraform
2 3 (8.11%) Kubernetes
2 3 (8.11%) Opscode Chef
3 2 (5.41%) Docker Swarm
3 2 (5.41%) Grafana
3 2 (5.41%) Puppet
3 2 (5.41%) Salt
4 1 (2.70%) Ansible
4 1 (2.70%) Packer
4 1 (2.70%) Prometheus
Vendors
1 4 (10.81%) AlienVault
2 1 (2.70%) Greenplum
2 1 (2.70%) Microsoft
2 1 (2.70%) Splunk
2 1 (2.70%) Tableau