Period
to 26 September 2021

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Amazon S3 skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon S3 over the 6 months to 26 September 2021 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
Central London > City of London
6 months to
26 Sep 2021
Same period 2020 Same period 2019
Rank 181 159 278
Rank change year-on-year -22 +119 +19
Permanent jobs citing Amazon S3 65 38 60
As % of all permanent jobs advertised in the City of London 1.11% 1.01% 0.59%
As % of the Cloud Services category 2.50% 2.33% 1.48%
Number of salaries quoted 60 21 47
10th Percentile £52,500 £52,500 £43,800
25th Percentile £62,188 £57,500 £50,000
Median annual salary (50th Percentile) £77,500 £75,000 £65,000
Median % change year-on-year +3.33% +15.38% -
75th Percentile £93,125 £87,500 £82,500
90th Percentile £97,500 £98,750 £91,750
Central London median annual salary £77,500 £75,000 £67,500
% change year-on-year +3.33% +11.11% +12.50%

Amazon S3 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 2,603 1,630 4,049
As % of all permanent IT jobs advertised in the City of London 44.50% 43.36% 40.06%
Number of salaries quoted 2,383 1,425 3,730
10th Percentile £43,800 £42,500 £36,250
25th Percentile £55,000 £52,500 £50,000
Median annual salary (50th Percentile) £72,500 £70,000 £65,000
Median % change year-on-year +3.57% +7.69% -
75th Percentile £92,500 £85,000 £82,500
90th Percentile £105,000 £96,250 £95,000
Central London median annual salary £71,125 £70,000 £65,000
% change year-on-year +1.61% +7.69% -

Amazon S3
Job Vacancy Trend in the City of London

Job postings citing Amazon S3 as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Amazon S3 in the City of London

Amazon S3
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Amazon S3 in the City of London.

Salary trend for Amazon S3 in the City of London

Amazon S3
Salary Histogram in the City of London

Salary distribution for jobs citing Amazon S3 in the City of London over the 6 months to 26 September 2021.

Salary histogram for Amazon S3 in the City of London

For the 6 months to 26 September 2021, IT jobs citing Amazon S3 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 S3.

1 63 (96.92%) AWS
2 49 (75.38%) Python
3 37 (56.92%) Amazon Redshift
4 34 (52.31%) Amazon EC2
5 32 (49.23%) AWS Lambda
5 32 (49.23%) Serverless
6 26 (40.00%) Terraform
7 25 (38.46%) Data Warehouse
8 24 (36.92%) Analytics
9 23 (35.38%) SQL
10 22 (33.85%) Amazon RDS
11 20 (30.77%) Kubernetes
12 19 (29.23%) DevOps
13 18 (27.69%) AWS CloudFormation
13 18 (27.69%) Infrastructure as Code
14 17 (26.15%) Virtual Private Cloud
14 17 (26.15%) Java
14 17 (26.15%) Data Modelling
15 16 (24.62%) Business Intelligence
15 16 (24.62%) Data Engineering
16 15 (23.08%) Kafka
16 15 (23.08%) Data Pipeline
16 15 (23.08%) Data Science
16 15 (23.08%) Web Services
16 15 (23.08%) Windows
16 15 (23.08%) Finance
16 15 (23.08%) Git (software)
17 14 (21.54%) PostgreSQL
17 14 (21.54%) Linux
18 13 (20.00%) ETL

Amazon S3
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 (15.38%) Apache Spark
2 5 (7.69%) Elasticsearch
3 4 (6.15%) Apache Airflow
4 2 (3.08%) Apache
5 1 (1.54%) IIS
Cloud Services
1 63 (96.92%) AWS
2 34 (52.31%) Amazon EC2
3 32 (49.23%) AWS Lambda
3 32 (49.23%) Serverless
4 18 (27.69%) AWS CloudFormation
5 17 (26.15%) Virtual Private Cloud
6 13 (20.00%) Amazon EMR
7 9 (13.85%) GCP
8 7 (10.77%) Amazon SQS
8 7 (10.77%) AWS Step Functions
8 7 (10.77%) Azure
9 6 (9.23%) Amazon ECS
10 4 (6.15%) Amazon Kinesis
10 4 (6.15%) AWS IoT
10 4 (6.15%) GitHub
10 4 (6.15%) Route 53
11 3 (4.62%) Amazon SageMaker
11 3 (4.62%) CloudFront
11 3 (4.62%) Power Platform
11 3 (4.62%) Snowflake
Communications & Networking
1 3 (4.62%) DNS
2 2 (3.08%) AMQP
3 1 (1.54%) Firewall
3 1 (1.54%) NAS
3 1 (1.54%) SAN
Database & Business Intelligence
1 37 (56.92%) Amazon Redshift
2 25 (38.46%) Data Warehouse
3 22 (33.85%) Amazon RDS
4 14 (21.54%) PostgreSQL
5 9 (13.85%) Data Lake
6 7 (10.77%) Relational Database
7 5 (7.69%) BigQuery
7 5 (7.69%) Electronic Patient Records
8 4 (6.15%) Amazon Athena
8 4 (6.15%) Amazon DynamoDB
8 4 (6.15%) Big Data
8 4 (6.15%) MongoDB
8 4 (6.15%) NoSQL
8 4 (6.15%) Tableau
9 3 (4.62%) Blockchain
9 3 (4.62%) Looker
9 3 (4.62%) Power BI
10 2 (3.08%) Parquet
10 2 (3.08%) Redis
10 2 (3.08%) SAP Data Services
Development Applications
1 15 (23.08%) Git (software)
2 11 (16.92%) Jenkins
3 9 (13.85%) Bitbucket
4 7 (10.77%) Atlassian Bamboo
5 6 (9.23%) JIRA
6 3 (4.62%) git-flow
7 1 (1.54%) Cucumber
General
1 15 (23.08%) Finance
2 8 (12.31%) Retail
3 6 (9.23%) Analytical Skills
3 6 (9.23%) Social Skills
4 5 (7.69%) Legal
5 4 (6.15%) Banking
5 4 (6.15%) Investment Banking
6 3 (4.62%) Games
6 3 (4.62%) Publishing
7 2 (3.08%) Automotive
8 1 (1.54%) Law
Job Titles
1 27 (41.54%) Data Engineer
2 17 (26.15%) DevOps Engineer
3 12 (18.46%) AWS Engineer
4 9 (13.85%) Senior Data Engineer
5 5 (7.69%) AWS DevOps
5 5 (7.69%) AWS DevOps Engineer
5 5 (7.69%) Developer
5 5 (7.69%) Scala Engineer
5 5 (7.69%) Senior Scala Engineer
6 4 (6.15%) Cloud Engineer
6 4 (6.15%) DevOps Engineer - Fintech
6 4 (6.15%) Senior DevOps
6 4 (6.15%) Senior DevOps Engineer
7 3 (4.62%) Python Developer
8 2 (3.08%) Business Intelligence Developer
8 2 (3.08%) Django Developer
8 2 (3.08%) Integration Developer
8 2 (3.08%) Python/Django Developer
8 2 (3.08%) Senior Developer
8 2 (3.08%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 15 (23.08%) Kafka
1 15 (23.08%) Web Services
2 8 (12.31%) Elastic Stack
3 5 (7.69%) .NET
4 4 (6.15%) Middleware
4 4 (6.15%) PySpark
5 3 (4.62%) JSON
5 3 (4.62%) Node.js
6 2 (3.08%) ASP.NET
6 2 (3.08%) Django
6 2 (3.08%) FastAPI
6 2 (3.08%) Flask
6 2 (3.08%) GraphQL
6 2 (3.08%) RabbitMQ
6 2 (3.08%) SQLAlchemy
6 2 (3.08%) WebSockets
7 1 (1.54%) gRPC
7 1 (1.54%) Lambda Expressions
7 1 (1.54%) Pandas
7 1 (1.54%) React Native
Miscellaneous
1 4 (6.15%) Self-Motivation
2 3 (4.62%) NHS
2 3 (4.62%) Social Media
3 2 (3.08%) Data Centre
3 2 (3.08%) User Experience
3 2 (3.08%) Video on Demand
3 2 (3.08%) Video\Live Streaming
4 1 (1.54%) Algorithms
4 1 (1.54%) Data Structures
4 1 (1.54%) e-Learning
4 1 (1.54%) Greenfield Project
4 1 (1.54%) Linux Command Line
4 1 (1.54%) Mainframe
4 1 (1.54%) Management Information System
Operating Systems
1 15 (23.08%) Windows
2 14 (21.54%) Linux
3 12 (18.46%) Unix
4 6 (9.23%) CentOS
4 6 (9.23%) Red Hat Enterprise Linux
4 6 (9.23%) Ubuntu
4 6 (9.23%) Windows Server
Processes & Methodologies
1 24 (36.92%) Analytics
2 19 (29.23%) DevOps
3 18 (27.69%) Infrastructure as Code
4 17 (26.15%) Data Modelling
5 16 (24.62%) Business Intelligence
5 16 (24.62%) Data Engineering
6 15 (23.08%) Data Pipeline
6 15 (23.08%) Data Science
7 13 (20.00%) ETL
7 13 (20.00%) Fintech
8 12 (18.46%) Agile Software Development
9 11 (16.92%) Computer Science
9 11 (16.92%) Site Reliability Engineering
10 8 (12.31%) Automated Trading
11 7 (10.77%) Scrum
12 6 (9.23%) Data Architecture
12 6 (9.23%) Decision-Making
13 5 (7.69%) API Development
13 5 (7.69%) Architectural Design
13 5 (7.69%) Mathematics
Programming Languages
1 49 (75.38%) Python
2 23 (35.38%) SQL
3 17 (26.15%) Java
4 5 (7.69%) Bash Shell
4 5 (7.69%) JavaScript
4 5 (7.69%) Scala
5 4 (6.15%) C#
6 3 (4.62%) R
7 2 (3.08%) C++
7 2 (3.08%) Go
8 1 (1.54%) PowerShell
8 1 (1.54%) Ruby
Qualifications
1 13 (20.00%) Degree
2 5 (7.69%) AWS Certification
3 4 (6.15%) Computer Science Degree
4 1 (1.54%) CISA
4 1 (1.54%) CISM
4 1 (1.54%) CISSP
Quality Assurance & Compliance
1 5 (7.69%) QA
2 4 (6.15%) Data Quality
3 3 (4.62%) PCI DSS
4 1 (1.54%) GDPR
4 1 (1.54%) ISO/IEC 27001
System Software
1 11 (16.92%) Docker
2 2 (3.08%) Active Directory
3 1 (1.54%) VMware Infrastructure
Systems Management
1 26 (40.00%) Terraform
2 20 (30.77%) Kubernetes
3 8 (12.31%) Ansible
4 4 (6.15%) Nagios
4 4 (6.15%) Packer
5 3 (4.62%) Kubeflow
6 2 (3.08%) Opscode Chef
6 2 (3.08%) Puppet
Vendors
1 5 (7.69%) Microsoft
2 4 (6.15%) Atlassian
2 4 (6.15%) Google
2 4 (6.15%) Oracle
3 2 (3.08%) SAP
3 2 (3.08%) SnapLogic
3 2 (3.08%) Workday
4 1 (1.54%) Alteryx
4 1 (1.54%) IBM
4 1 (1.54%) MicroStrategy
4 1 (1.54%) Teradata
4 1 (1.54%) VMware