Period
to 27 November 2020

The following table provides summary statistics for contract job vacancies advertised in the North West 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 27 November 2020 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
England > North West
6 months to
27 Nov 2020
Same period 2019 Same period 2018
Rank 98 187 210
Rank change year-on-year +89 +23 -
Contract jobs citing AWS CloudTrail 28 17 6
As % of all contract jobs advertised in the North West 1.27% 0.31% 0.10%
As % of the Cloud Services category 3.97% 1.21% 0.42%
Number of daily rates quoted 17 9 5
Median daily rate £432 £450 £625
Median daily rate % change year-on-year -4.00% -28.00% -
10th Percentile £394 £438 £548
90th Percentile £450 £640 £645
England median daily rate £490 £525 £610
% change year-on-year -6.67% -13.93% +22.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
England 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 the North West with a requirement for cloud computing skills.

All Cloud Skills
North West
Contract vacancies with a requirement for cloud computing skills 706 1,405 1,428
As % of all contract IT jobs advertised in the North West 32.05% 26.02% 24.02%
Number of daily rates quoted 427 946 933
Median daily rate £450 £440 £425
Median daily rate % change year-on-year +2.27% +3.53% -
10th Percentile £273 £268 £230
90th Percentile £596 £600 £600
England median daily rate £495 £500 £488
% change year-on-year -1.00% +2.56% +2.63%
Number of hourly rates quoted 32 24 72
Median hourly rate £18.75 £17.43 £17.50
Median hourly rate % change year-on-year +7.57% -0.40% -12.50%
10th Percentile £15.09 £13.65 £11.54
90th Percentile £57.75 £55.88 £42.50
Median hourly rate £27.01 £22.00 £17.50
% change year-on-year +22.75% +25.71% -13.58%

AWS CloudTrail
Job Vacancy Trend in the North West

Job postings citing AWS CloudTrail as a proportion of all IT jobs advertised in the North West.

Job vacancy trend for AWS CloudTrail in the North West

AWS CloudTrail
Contractor Daily Rate Trend in the North West

3-month moving average daily rate quoted in jobs citing AWS CloudTrail in the North West.

Daily rate trend for AWS CloudTrail in the North West

AWS CloudTrail
Daily Rate Histogram in the North West

Daily rate distribution for jobs citing AWS CloudTrail in the North West over the 6 months to 27 November 2020.

Daily rate histogram for AWS CloudTrail in the North West

AWS CloudTrail
Contract Job Locations in the North West

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 North West region over the 6 months to 27 November 2020. 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
Cheshire +57 23 £432 -29.47%
Manchester +46 5 - -
AWS CloudTrail
England

For the 6 months to 27 November 2020, 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 North West region with a requirement for AWS CloudTrail.

1 28 (100.00%) AWS
2 26 (92.86%) AWS CloudFormation
2 26 (92.86%) Amazon CloudWatch
3 20 (71.43%) Relational Database
3 20 (71.43%) Python
4 18 (64.29%) AWS Lambda
4 18 (64.29%) Serverless
5 17 (60.71%) Infrastructure as Code
6 16 (57.14%) Canary Deployment
6 16 (57.14%) Blue-Green Deployment
6 16 (57.14%) Coveralls
6 16 (57.14%) SonarQube
6 16 (57.14%) NoSQL
6 16 (57.14%) RDBMS
6 16 (57.14%) Test Automation
7 12 (42.86%) Flask
7 12 (42.86%) Django
8 11 (39.29%) TDD
8 11 (39.29%) Linux
8 11 (39.29%) Java
9 10 (35.71%) Finance
9 10 (35.71%) Validation
9 10 (35.71%) Virtual Private Cloud
10 8 (28.57%) DevOps
10 8 (28.57%) Terraform
11 7 (25.00%) Docker
11 7 (25.00%) Bash Shell
12 6 (21.43%) Windows
12 6 (21.43%) Amazon EC2
12 6 (21.43%) Amazon ECS

AWS CloudTrail
Co-occurring IT Skills in the North West 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:

Cloud Services
1 28 (100.00%) AWS
2 26 (92.86%) Amazon CloudWatch
2 26 (92.86%) AWS CloudFormation
3 18 (64.29%) AWS Lambda
3 18 (64.29%) Serverless
4 16 (57.14%) Coveralls
5 10 (35.71%) Virtual Private Cloud
6 6 (21.43%) Amazon EC2
6 6 (21.43%) Amazon ECS
7 2 (7.14%) Amazon EKS
7 2 (7.14%) Amazon S3
7 2 (7.14%) OpenShift
7 2 (7.14%) Route 53
Communications & Networking
1 5 (17.86%) DNS
1 5 (17.86%) HTTP
Database & Business Intelligence
1 20 (71.43%) Relational Database
2 16 (57.14%) NoSQL
2 16 (57.14%) RDBMS
3 2 (7.14%) Amazon RDS
3 2 (7.14%) Oracle Database
3 2 (7.14%) Oracle Database 11g
3 2 (7.14%) Oracle Database 12c
3 2 (7.14%) PostgreSQL
Development Applications
1 16 (57.14%) SonarQube
2 5 (17.86%) Bitbucket Server
2 5 (17.86%) Git (software)
2 5 (17.86%) Gradle
2 5 (17.86%) Jenkins
2 5 (17.86%) JUnit
2 5 (17.86%) Maven
2 5 (17.86%) TeamCity
General
1 10 (35.71%) Finance
2 4 (14.29%) Banking
3 2 (7.14%) Law
Job Titles
1 23 (82.14%) AWS Engineer
2 14 (50.00%) Cloud Engineer
3 4 (14.29%) Support Engineer
4 2 (7.14%) Cloud Infrastructure Engineer
4 2 (7.14%) Infrastructure Engineer
5 1 (3.57%) AWS DevOps
5 1 (3.57%) AWS DevOps Engineer
5 1 (3.57%) Developer
5 1 (3.57%) DevOps Engineer
5 1 (3.57%) Software Developer
Libraries, Frameworks & Software Standards
1 12 (42.86%) Django
1 12 (42.86%) Flask
2 2 (7.14%) Elastic Stack
2 2 (7.14%) JSON
2 2 (7.14%) OAuth
2 2 (7.14%) OAuth2
2 2 (7.14%) REST
2 2 (7.14%) SAML
2 2 (7.14%) YAML
Miscellaneous
1 2 (7.14%) Linux Command Line
1 2 (7.14%) PKI
Operating Systems
1 11 (39.29%) Linux
2 6 (21.43%) Windows
3 5 (17.86%) Unix
Processes & Methodologies
1 17 (60.71%) Infrastructure as Code
2 16 (57.14%) Blue-Green Deployment
2 16 (57.14%) Canary Deployment
2 16 (57.14%) Test Automation
3 11 (39.29%) TDD
4 10 (35.71%) Validation
5 8 (28.57%) DevOps
6 5 (17.86%) Configuration Management
6 5 (17.86%) Continuous Integration
6 5 (17.86%) Load Balancing
7 2 (7.14%) Infrastructure Engineering
7 2 (7.14%) Microservices
7 2 (7.14%) Runbook
7 2 (7.14%) Security Operations
Programming Languages
1 20 (71.43%) Python
2 11 (39.29%) Java
3 7 (25.00%) Bash Shell
4 2 (7.14%) PowerShell
Quality Assurance & Compliance
1 5 (17.86%) QA
System Software
1 7 (25.00%) Docker
Systems Management
1 8 (28.57%) Terraform
2 5 (17.86%) Opscode Chef
2 5 (17.86%) Puppet
3 2 (7.14%) PingFederate
3 2 (7.14%) Single Sign-On
Vendors
1 4 (14.29%) Splunk
2 2 (7.14%) Oracle