Period
to 1 December 2021

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Amazon EC2 skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon EC2 over the 6 months to 1 December 2021 with a comparison to the same period in the previous 2 years.

Amazon AWS Elastic Compute Cloud (EC2)
England > East of England
6 months to
1 Dec 2021
Same period 2020 Same period 2019
Rank 216 123 247
Rank change year-on-year -93 +124 +49
Permanent jobs citing Amazon EC2 28 16 21
As % of all permanent jobs advertised in the East of England 0.49% 0.81% 0.32%
As % of the Cloud Services category 1.50% 1.91% 1.02%
Number of salaries quoted 15 15 15
10th Percentile £33,000 £47,000 £43,500
25th Percentile £44,375 £57,500 £49,375
Median annual salary (50th Percentile) £60,000 £65,000 £60,000
Median % change year-on-year -7.69% +8.33% +4.35%
75th Percentile £73,750 £72,500 £68,750
90th Percentile £75,000 " £78,000
England median annual salary £80,000 £72,000 £67,500
% change year-on-year +11.11% +6.67% +3.85%

Amazon EC2 is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for cloud computing skills.

All Cloud Skills
East of England
Permanent vacancies with a requirement for cloud computing skills 1,862 836 2,062
As % of all permanent IT jobs advertised in the East of England 32.81% 42.22% 30.96%
Number of salaries quoted 1,250 708 1,552
10th Percentile £25,750 £27,000 £28,750
25th Percentile £33,188 £36,250 £37,000
Median annual salary (50th Percentile) £47,500 £47,500 £50,000
Median % change year-on-year - -5.00% -
75th Percentile £65,000 £66,250 £62,500
90th Percentile £75,000 £82,500 £77,375
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Amazon EC2
Job Vacancy Trend in the East of England

Job postings citing Amazon EC2 as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Amazon EC2 in the East of England

Amazon EC2
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Amazon EC2 in the East of England.

Salary trend for Amazon EC2 in the East of England

Amazon EC2
Salary Histogram in the East of England

Salary distribution for jobs citing Amazon EC2 in the East of England over the 6 months to 1 December 2021.

Salary histogram for Amazon EC2 in the East of England

Amazon EC2
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EC2 within the East of England region over the 6 months to 1 December 2021. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridgeshire -60 15 £60,000 -4.00% 5
Hertfordshire -66 10 - - 5
Essex -12 2 £48,750 -35.00% 2
Suffolk - 1 £55,000 -
Amazon EC2
England

For the 6 months to 1 December 2021, IT jobs citing Amazon EC2 also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East of England region with a requirement for Amazon EC2.

1 28 (100.00%) AWS
2 25 (89.29%) Amazon S3
3 24 (85.71%) Python
4 13 (46.43%) Agile Software Development
4 13 (46.43%) Amazon RDS
5 12 (42.86%) AWS Lambda
5 12 (42.86%) Java
6 11 (39.29%) Serverless
6 11 (39.29%) DevOps
7 10 (35.71%) Flask
7 10 (35.71%) Amazon DynamoDB
7 10 (35.71%) Analytics
7 10 (35.71%) Amazon Athena
7 10 (35.71%) C++
8 9 (32.14%) Linux
8 9 (32.14%) PostgreSQL
8 9 (32.14%) Degree
8 9 (32.14%) Azure
8 9 (32.14%) PowerShell
8 9 (32.14%) Docker
8 9 (32.14%) Amazon CloudWatch
9 8 (28.57%) AWS CloudFormation
9 8 (28.57%) Git (software)
9 8 (28.57%) Microsoft
10 7 (25.00%) SQL Server
10 7 (25.00%) .NET
10 7 (25.00%) Bash Shell
10 7 (25.00%) Amazon ECS
10 7 (25.00%) Social Skills
11 6 (21.43%) Amazon EKS

Amazon EC2
Co-occurring IT Skills in the East of 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 6 (21.43%) Apache
1 6 (21.43%) Apache Spark
2 4 (14.29%) Apache Airflow
3 1 (3.57%) SharePoint
3 1 (3.57%) Skype for Business
Applications
1 1 (3.57%) Microsoft Office
Cloud Services
1 28 (100.00%) AWS
2 25 (89.29%) Amazon S3
3 12 (42.86%) AWS Lambda
4 11 (39.29%) Serverless
5 9 (32.14%) Amazon CloudWatch
5 9 (32.14%) Azure
6 8 (28.57%) AWS CloudFormation
7 7 (25.00%) Amazon ECS
8 6 (21.43%) Amazon EKS
8 6 (21.43%) Amazon EMR
8 6 (21.43%) Amazon SQS
8 6 (21.43%) AWS CloudTrail
9 4 (14.29%) AWS Step Functions
9 4 (14.29%) Cloudflare
9 4 (14.29%) CloudFront
9 4 (14.29%) GitHub
9 4 (14.29%) GitHub Actions
10 3 (10.71%) AWS CodePipeline
10 3 (10.71%) Azure Cosmos DB
10 3 (10.71%) Virtual Private Cloud
Communications & Networking
1 6 (21.43%) Cisco IPT
2 5 (17.86%) DNS
3 4 (14.29%) AMQP
4 2 (7.14%) HTTP
5 1 (3.57%) Firewall
5 1 (3.57%) IPsec
5 1 (3.57%) Remote Desktop
5 1 (3.57%) Skype
5 1 (3.57%) TCP/IP
5 1 (3.57%) VPN
Database & Business Intelligence
1 13 (46.43%) Amazon RDS
2 10 (35.71%) Amazon Athena
2 10 (35.71%) Amazon DynamoDB
3 9 (32.14%) PostgreSQL
4 7 (25.00%) SQL Server
5 6 (21.43%) Amazon Redshift
5 6 (21.43%) Big Data
5 6 (21.43%) Data Lake
5 6 (21.43%) Electronic Patient Records
6 4 (14.29%) Apache Hive
6 4 (14.29%) Hadoop
6 4 (14.29%) MySQL
6 4 (14.29%) Oracle Database
6 4 (14.29%) Oracle Database 11g
6 4 (14.29%) Redis
6 4 (14.29%) Tableau
7 2 (7.14%) Relational Database
8 1 (3.57%) Data Warehouse
8 1 (3.57%) OLTP
Development Applications
1 8 (28.57%) Git (software)
2 4 (14.29%) CircleCI
2 4 (14.29%) Selenium
3 2 (7.14%) kappa
3 2 (7.14%) Subversion
4 1 (3.57%) GitLab
4 1 (3.57%) Jenkins
General
1 7 (25.00%) Social Skills
2 4 (14.29%) Analytical Skills
2 4 (14.29%) Automotive
2 4 (14.29%) Finance
2 4 (14.29%) Pharmaceutical
2 4 (14.29%) Retail
3 1 (3.57%) Law
Job Titles
1 9 (32.14%) Cloud Engineer
2 8 (28.57%) Developer
3 7 (25.00%) AWS Engineer
4 6 (21.43%) Data Engineer
4 6 (21.43%) Security Engineer
5 4 (14.29%) Data Analytics Scientist
5 4 (14.29%) Data Scientist
5 4 (14.29%) DevOps Engineer
5 4 (14.29%) Django Developer
5 4 (14.29%) Python Developer
5 4 (14.29%) Python/Django Developer
5 4 (14.29%) Senior Cloud Engineer
5 4 (14.29%) Senior Data Engineer
5 4 (14.29%) Senior Developer
5 4 (14.29%) Senior Python Developer
5 4 (14.29%) Senior Security Engineer
6 3 (10.71%) AWS DevOps
6 3 (10.71%) AWS DevOps Engineer
6 3 (10.71%) Software Engineer
7 2 (7.14%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 10 (35.71%) Flask
2 7 (25.00%) .NET
3 6 (21.43%) Kafka
4 4 (14.29%) ActiveMQ
4 4 (14.29%) Celery
4 4 (14.29%) Django
4 4 (14.29%) FastAPI
4 4 (14.29%) pytest
4 4 (14.29%) PyTorch
4 4 (14.29%) Shiny
4 4 (14.29%) SQLAlchemy
4 4 (14.29%) TensorFlow
4 4 (14.29%) WebSockets
5 3 (10.71%) ASP.NET
5 3 (10.71%) CSS
5 3 (10.71%) HTML
6 2 (7.14%) jQuery
6 2 (7.14%) LAMP
6 2 (7.14%) React
6 2 (7.14%) Vue.js
Miscellaneous
1 4 (14.29%) Video on Demand
1 4 (14.29%) Video\Live Streaming
2 3 (10.71%) Data Protection Act
3 2 (7.14%) Algorithms
3 2 (7.14%) User Experience
4 1 (3.57%) Private Cloud
4 1 (3.57%) Public Cloud
Operating Systems
1 9 (32.14%) Linux
2 2 (7.14%) Unix
2 2 (7.14%) Windows
3 1 (3.57%) CentOS
3 1 (3.57%) Ubuntu
3 1 (3.57%) Windows Server
3 1 (3.57%) Windows Server 2012
3 1 (3.57%) Windows Server 2016
3 1 (3.57%) Windows Server 2019
Processes & Methodologies
1 13 (46.43%) Agile Software Development
2 11 (39.29%) DevOps
3 10 (35.71%) Analytics
4 6 (21.43%) Continuous Improvement
4 6 (21.43%) Data Analysis
4 6 (21.43%) Data Analytics
4 6 (21.43%) Data Science
4 6 (21.43%) Data Security
4 6 (21.43%) ETL
4 6 (21.43%) Information Management
4 6 (21.43%) Microservices
4 6 (21.43%) Problem-Solving
4 6 (21.43%) Risk Management
5 4 (14.29%) A/B Testing
5 4 (14.29%) AutoML
5 4 (14.29%) Co-Creation
5 4 (14.29%) Computer Vision
5 4 (14.29%) Decision-Making
5 4 (14.29%) Due Diligence
5 4 (14.29%) Runbook
Programming Languages
1 24 (85.71%) Python
2 12 (42.86%) Java
3 10 (35.71%) C++
4 9 (32.14%) PowerShell
5 7 (25.00%) Bash Shell
6 6 (21.43%) C
6 6 (21.43%) R
6 6 (21.43%) Scala
7 5 (17.86%) C#
7 5 (17.86%) SQL
8 3 (10.71%) PHP
9 2 (7.14%) JavaScript
10 1 (3.57%) Perl
10 1 (3.57%) PL/SQL
10 1 (3.57%) Ruby
Qualifications
1 9 (32.14%) Degree
2 6 (21.43%) (ISC)2 CCSP
2 6 (21.43%) AWS Certification
2 6 (21.43%) Cisco Certification
2 6 (21.43%) CISSP
2 6 (21.43%) PhD
3 4 (14.29%) Master's Degree
4 2 (7.14%) CCSP
5 1 (3.57%) Security Cleared
Quality Assurance & Compliance
1 3 (10.71%) QA
2 2 (7.14%) IEC 62304
2 2 (7.14%) ISO 13485
3 1 (3.57%) ISO/IEC 27001
System Software
1 9 (32.14%) Docker
2 2 (7.14%) Active Directory
2 2 (7.14%) VMware Infrastructure
3 1 (3.57%) Hyper-V
3 1 (3.57%) Virtual Machines
3 1 (3.57%) VMware Workstation
3 1 (3.57%) vSphere
Systems Management
1 5 (17.86%) Terraform
2 4 (14.29%) Kubernetes
3 2 (7.14%) Puppet
4 1 (3.57%) Active Directory Federation Services
4 1 (3.57%) Ansible
4 1 (3.57%) Microsoft Intune
4 1 (3.57%) Nagios
4 1 (3.57%) Opscode Chef
Vendors
1 8 (28.57%) Microsoft
2 6 (21.43%) Databricks
2 6 (21.43%) Oracle
3 2 (7.14%) ServiceNow
3 2 (7.14%) VMware
4 1 (3.57%) Citrix
4 1 (3.57%) CloudEndure
4 1 (3.57%) Fortinet
4 1 (3.57%) Splunk
4 1 (3.57%) Veeam