Period
to 11 April 2021

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 11 April 2021 with a comparison to the same period in the previous 2 years.

Amazon AWS Elastic Compute Cloud (EC2)
Central London > City of London
6 months to
11 Apr 2021
Same period 2020 Same period 2019
Rank 182 247 262
Rank change year-on-year +65 +15 -9
Permanent jobs citing Amazon EC2 45 56 69
As % of all permanent jobs advertised in the City of London 0.93% 0.66% 0.67%
As % of the Cloud Services category 2.06% 1.79% 2.19%
Number of salaries quoted 38 43 63
10th Percentile £46,250 £58,250 £52,500
25th Percentile £68,750 £61,250 £58,750
Median annual salary (50th Percentile) £73,750 £70,000 £72,500
Median % change year-on-year +5.36% -3.45% +11.54%
75th Percentile £81,250 £86,250 £83,125
90th Percentile £90,375 £92,500 £95,000
Central London median annual salary £75,000 £70,000 £70,000
% change year-on-year +7.14% - +13.82%

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 City of London with a requirement for cloud computing skills.

All Cloud Skills
City of London
Permanent vacancies with a requirement for cloud computing skills 2,183 3,127 3,153
As % of all permanent IT jobs advertised in the City of London 45.09% 36.94% 30.65%
Number of salaries quoted 1,951 2,738 2,902
10th Percentile £45,000 £36,250 £35,000
25th Percentile £56,250 £50,000 £50,000
Median annual salary (50th Percentile) £72,500 £65,250 £65,000
Median % change year-on-year +11.11% +0.38% +4.00%
75th Percentile £88,750 £83,750 £81,250
90th Percentile £103,750 £95,000 £95,000
Central London median annual salary £72,500 £67,500 £65,000
% change year-on-year +7.41% +3.85% +8.33%

Amazon EC2
Job Vacancy Trend in the City of London

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

Job vacancy trend for Amazon EC2 in the City of London

Amazon EC2
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Amazon EC2 in the City of London.

Salary trend for Amazon EC2 in the City of London

Amazon EC2
Salary Histogram in the City of London

Salary distribution for jobs citing Amazon EC2 in the City of London over the 6 months to 11 April 2021.

Salary histogram for Amazon EC2 in the City of London

For the 6 months to 11 April 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 City of London region with a requirement for Amazon EC2.

1 44 (97.78%) AWS
2 30 (66.67%) Python
3 26 (57.78%) Amazon S3
4 25 (55.56%) Amazon RDS
5 24 (53.33%) AWS Lambda
5 24 (53.33%) Serverless
6 20 (44.44%) SQL
7 19 (42.22%) PostgreSQL
8 18 (40.00%) DevOps
9 17 (37.78%) Docker
10 16 (35.56%) Finance
11 14 (31.11%) Linux
12 13 (28.89%) Relational Database
12 13 (28.89%) Web Services
12 13 (28.89%) Java
13 12 (26.67%) Amazon Redshift
13 12 (26.67%) Jenkins
13 12 (26.67%) Fintech
14 11 (24.44%) Terraform
14 11 (24.44%) Big Data
14 11 (24.44%) AWS CloudFormation
15 10 (22.22%) Apache Spark
15 10 (22.22%) Infrastructure as Code
15 10 (22.22%) QA
15 10 (22.22%) Agile Software Development
16 9 (20.00%) PowerShell
16 9 (20.00%) C#
16 9 (20.00%) Kubernetes
16 9 (20.00%) Opscode Chef
16 9 (20.00%) Puppet

Amazon EC2
Co-occurring IT Skills in the City of London 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 10 (22.22%) Apache Spark
2 5 (11.11%) Apache
3 3 (6.67%) Apache Airflow
4 2 (4.44%) Elasticsearch
4 2 (4.44%) IIS
5 1 (2.22%) Moodle
5 1 (2.22%) WebSphere
Cloud Services
1 44 (97.78%) AWS
2 26 (57.78%) Amazon S3
3 24 (53.33%) AWS Lambda
3 24 (53.33%) Serverless
4 11 (24.44%) AWS CloudFormation
5 8 (17.78%) AWS Fargate
5 8 (17.78%) Azure
6 7 (15.56%) Azure Active Directory
6 7 (15.56%) SaaS
7 6 (13.33%) Azure Data Factory
7 6 (13.33%) Azure Functions
7 6 (13.33%) Matillion
8 5 (11.11%) Amazon ECS
8 5 (11.11%) Amazon ELB
9 4 (8.89%) Route 53
9 4 (8.89%) Virtual Private Cloud
10 3 (6.67%) Amazon EKS
10 3 (6.67%) GCP
11 2 (4.44%) Amazon CloudWatch
11 2 (4.44%) Microsoft 365
Communications & Networking
1 7 (15.56%) HTTP
2 3 (6.67%) DNS
2 3 (6.67%) SSH
3 2 (4.44%) TCP/IP
4 1 (2.22%) FTP
4 1 (2.22%) iSCSI
4 1 (2.22%) Multicast
4 1 (2.22%) SMTP
4 1 (2.22%) VLAN
Database & Business Intelligence
1 25 (55.56%) Amazon RDS
2 19 (42.22%) PostgreSQL
3 13 (28.89%) Relational Database
4 12 (26.67%) Amazon Redshift
5 11 (24.44%) Big Data
6 7 (15.56%) Data Warehouse
6 7 (15.56%) Redis
7 6 (13.33%) Azure SQL Database
7 6 (13.33%) Hadoop
7 6 (13.33%) NoSQL
8 5 (11.11%) Data Lake
9 3 (6.67%) BigQuery
9 3 (6.67%) Data Mining
10 2 (4.44%) MySQL
10 2 (4.44%) Spark SQL
11 1 (2.22%) Amazon Aurora
11 1 (2.22%) Apache Cassandra
11 1 (2.22%) Oracle Database
11 1 (2.22%) Oracle Database 12c
11 1 (2.22%) Oracle Exadata
Development Applications
1 12 (26.67%) Jenkins
2 6 (13.33%) Git (software)
2 6 (13.33%) TeamCity
3 3 (6.67%) JIRA
4 2 (4.44%) Atlassian Bamboo
5 1 (2.22%) Bitbucket
5 1 (2.22%) Checkstyle
5 1 (2.22%) GitLab
5 1 (2.22%) Sonatype Nexus
General
1 16 (35.56%) Finance
2 5 (11.11%) Marketing
3 1 (2.22%) Banking
3 1 (2.22%) Games
3 1 (2.22%) Publishing
Job Titles
1 17 (37.78%) AWS Engineer
2 14 (31.11%) Data Engineer
3 11 (24.44%) DevOps Engineer
4 9 (20.00%) Developer
5 8 (17.78%) Python Developer
6 7 (15.56%) AWS DevOps
7 6 (13.33%) Senior Developer
7 6 (13.33%) Senior Python Developer
8 5 (11.11%) AWS DevOps Engineer
9 4 (8.89%) Big Data Engineer
9 4 (8.89%) Python Engineer
9 4 (8.89%) Senior Data Engineer
10 3 (6.67%) Senior DevOps
10 3 (6.67%) Senior DevOps Engineer
11 2 (4.44%) DevOps Engineer - Fintech
11 2 (4.44%) Hadoop Engineer
11 2 (4.44%) Scala Engineer
11 2 (4.44%) Senior Scala Engineer
11 2 (4.44%) Site Reliability Engineer
12 1 (2.22%) Reliability Engineer
Libraries, Frameworks & Software Standards
1 13 (28.89%) Web Services
2 8 (17.78%) Flask
2 8 (17.78%) React
2 8 (17.78%) REST
3 7 (15.56%) Kafka
3 7 (15.56%) Swagger
4 5 (11.11%) .NET
4 5 (11.11%) Lambda Expressions
5 4 (8.89%) Elastic Stack
6 2 (4.44%) CSS
6 2 (4.44%) HTML
6 2 (4.44%) OAuth
6 2 (4.44%) OAuth2
7 1 (2.22%) ASP.NET
7 1 (2.22%) Django
7 1 (2.22%) HTML5
7 1 (2.22%) JSON
7 1 (2.22%) NumPy
7 1 (2.22%) Ruby on Rails
7 1 (2.22%) SQLAlchemy
Miscellaneous
1 5 (11.11%) Analytical Skills
2 2 (4.44%) Data Centre
2 2 (4.44%) Management Information System
3 1 (2.22%) Data Structures
3 1 (2.22%) Derivative
3 1 (2.22%) e-Learning
3 1 (2.22%) Enterprise Software
3 1 (2.22%) Equities
3 1 (2.22%) Equity Derivative
3 1 (2.22%) Fixed Income
3 1 (2.22%) Linux Command Line
3 1 (2.22%) Replication
3 1 (2.22%) SCORM
Operating Systems
1 14 (31.11%) Linux
2 8 (17.78%) Windows
3 4 (8.89%) Unix
4 3 (6.67%) CentOS
4 3 (6.67%) Red Hat Enterprise Linux
5 2 (4.44%) Ubuntu
5 2 (4.44%) Windows Server
6 1 (2.22%) Windows 10
6 1 (2.22%) Windows Server 2019
Processes & Methodologies
1 18 (40.00%) DevOps
2 12 (26.67%) Fintech
3 10 (22.22%) Agile Software Development
3 10 (22.22%) Infrastructure as Code
4 8 (17.78%) Computer Science
4 8 (17.78%) Configuration Management
4 8 (17.78%) Data Science
4 8 (17.78%) ETL
4 8 (17.78%) Scrum
5 7 (15.56%) Continuous Delivery
5 7 (15.56%) Data Management
5 7 (15.56%) High Availability
5 7 (15.56%) Problem-Solving
5 7 (15.56%) Software Engineering
6 6 (13.33%) Continuous Integration
6 6 (13.33%) Data Transformation
6 6 (13.33%) Deployment Automation
6 6 (13.33%) Information Security
7 5 (11.11%) Digital Transformation Programme
8 4 (8.89%) Site Reliability Engineering
Programming Languages
1 30 (66.67%) Python
2 20 (44.44%) SQL
3 13 (28.89%) Java
4 9 (20.00%) C#
4 9 (20.00%) PowerShell
5 7 (15.56%) Ruby
5 7 (15.56%) TypeScript
6 4 (8.89%) Bash Shell
7 3 (6.67%) R
7 3 (6.67%) Scala
8 2 (4.44%) C++
8 2 (4.44%) JavaScript
9 1 (2.22%) PHP
Qualifications
1 5 (11.11%) Degree
2 1 (2.22%) CISA
2 1 (2.22%) CISM
2 1 (2.22%) CISSP
2 1 (2.22%) Computer Science Degree
Quality Assurance & Compliance
1 10 (22.22%) QA
2 1 (2.22%) GDPR
2 1 (2.22%) ISO/IEC 27001
2 1 (2.22%) PCI DSS
System Software
1 17 (37.78%) Docker
2 7 (15.56%) Active Directory
3 1 (2.22%) Oracle RAC
Systems Management
1 11 (24.44%) Terraform
2 9 (20.00%) Kubernetes
2 9 (20.00%) Opscode Chef
2 9 (20.00%) Puppet
3 6 (13.33%) Failover Clustering
4 4 (8.89%) Ansible
5 2 (4.44%) Nagios
5 2 (4.44%) Packer
6 1 (2.22%) Enterprise Manager Cloud Control
6 1 (2.22%) Foglight
6 1 (2.22%) Graylog
6 1 (2.22%) NetBackup
6 1 (2.22%) Oracle Enterprise Manager
6 1 (2.22%) Single Sign-On
Vendors
1 8 (17.78%) Talend
2 7 (15.56%) Microsoft
3 5 (11.11%) Alteryx
4 1 (2.22%) IBM
4 1 (2.22%) NetApp
4 1 (2.22%) Oracle