Period
to 29 July 2021

The following table provides summary statistics for permanent job vacancies advertised in 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 29 July 2021 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
England > London
6 months to
29 Jul 2021
Same period 2020 Same period 2019
Rank 155 260 293
Rank change year-on-year +105 +33 +96
Permanent jobs citing Amazon S3 1,052 364 659
As % of all permanent jobs advertised in London 2.34% 1.27% 1.15%
As % of the Cloud Services category 4.89% 3.11% 3.35%
Number of salaries quoted 563 280 516
10th Percentile £50,000 £50,000 £44,375
25th Percentile £62,500 £57,500 £57,500
Median annual salary (50th Percentile) £85,000 £70,000 £75,000
Median % change year-on-year +21.43% -6.67% +7.14%
75th Percentile £115,000 £87,500 £90,000
90th Percentile £135,000 £107,500 £106,250
England median annual salary £77,500 £65,000 £70,000
% change year-on-year +19.23% -7.14% +7.69%

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 London with a requirement for cloud computing skills.

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 21,532 11,719 19,659
As % of all permanent IT jobs advertised in London 47.82% 40.90% 34.40%
Number of salaries quoted 14,253 9,753 16,486
10th Percentile £42,500 £41,250 £36,250
25th Percentile £53,750 £51,500 £47,500
Median annual salary (50th Percentile) £71,000 £70,000 £65,000
Median % change year-on-year +1.43% +7.69% +4.00%
75th Percentile £90,000 £87,500 £83,750
90th Percentile £105,000 £105,000 £97,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +3.77%

Amazon S3
Job Vacancy Trend in London

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

Job vacancy trend for Amazon S3 in London

Amazon S3
Salary Trend in London

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

Salary trend for Amazon S3 in London

Amazon S3
Salary Histogram in London

Salary distribution for jobs citing Amazon S3 in London over the 6 months to 29 July 2021.

Salary histogram for Amazon S3 in London

Amazon S3
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon S3 within the London region over the 6 months to 29 July 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
Central London -25 54 £80,000 +6.67% 29
West London -20 41 £77,500 +19.23% 8
South London +3 28 £57,500 -23.33% 1
Amazon S3
England

For the 6 months to 29 July 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 London region with a requirement for Amazon S3.

1 1,032 (98.10%) AWS
2 663 (63.02%) Serverless
3 639 (60.74%) AWS Lambda
4 582 (55.32%) Agile Software Development
5 507 (48.19%) JavaScript
6 501 (47.62%) React
7 478 (45.44%) Python
8 423 (40.21%) Software Engineering
9 405 (38.50%) Amazon DynamoDB
10 397 (37.74%) Amazon EC2
11 391 (37.17%) TypeScript
12 382 (36.31%) Finance
13 368 (34.98%) Full Stack Development
14 365 (34.70%) Docker
15 350 (33.27%) SQL
16 336 (31.94%) Node.js
17 329 (31.27%) Amazon RDS
18 319 (30.32%) Kubernetes
19 305 (28.99%) Amazon SQS
20 295 (28.04%) Terraform
21 277 (26.33%) Web Services
22 266 (25.29%) Java
23 234 (22.24%) DevOps
24 213 (20.25%) Front Office
24 213 (20.25%) Asset Management
25 204 (19.39%) Microservices
26 201 (19.11%) AngularJS
27 196 (18.63%) AWS CloudFormation
28 184 (17.49%) PostgreSQL
29 183 (17.40%) Analytics

Amazon S3
Co-occurring IT Skills in 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
1 141 (13.40%) Elasticsearch
2 120 (11.41%) Apache
3 57 (5.42%) Apache Spark
4 52 (4.94%) Apache Airflow
5 39 (3.71%) Confluence
6 25 (2.38%) Cloud Foundry
7 17 (1.62%) IIS
7 17 (1.62%) nginx
8 9 (0.86%) Luigi
8 9 (0.86%) WordPress
9 4 (0.38%) Jetty
9 4 (0.38%) OpenStack
9 4 (0.38%) Oracle Workflow
10 3 (0.29%) Jupyter
11 1 (0.095%) JBoss
11 1 (0.095%) Oracle SOA Suite
11 1 (0.095%) Red Hat Fuse
11 1 (0.095%) SAS
Applications
1 6 (0.57%) Adobe Premiere
1 6 (0.57%) Final Cut Pro
Business Applications
1 7 (0.67%) Payment Gateway
2 4 (0.38%) Shopify
Cloud Services
1 1,032 (98.10%) AWS
2 663 (63.02%) Serverless
3 639 (60.74%) AWS Lambda
4 397 (37.74%) Amazon EC2
5 305 (28.99%) Amazon SQS
6 196 (18.63%) AWS CloudFormation
7 166 (15.78%) Amazon ECS
8 163 (15.49%) AWS Step Functions
9 128 (12.17%) CloudFront
10 122 (11.60%) Azure
11 109 (10.36%) GitHub
12 108 (10.27%) GCP
13 99 (9.41%) Virtual Private Cloud
14 96 (9.13%) SaaS
15 82 (7.79%) Amazon Cognito
16 80 (7.60%) Amazon CloudWatch
17 77 (7.32%) AWS Fargate
18 68 (6.46%) Amazon Kinesis
19 65 (6.18%) Route 53
20 47 (4.47%) Amazon ELB
Communications & Networking
1 37 (3.52%) DNS
2 36 (3.42%) HTTP
3 18 (1.71%) Broadband
3 18 (1.71%) Internet
4 15 (1.43%) Network Security
5 11 (1.05%) WebEx
6 10 (0.95%) FTP
7 7 (0.67%) Extranet
7 7 (0.67%) Firewall
7 7 (0.67%) Intranet
7 7 (0.67%) SSH
7 7 (0.67%) TCP/IP
8 5 (0.48%) RTP
9 4 (0.38%) BIG-IP
9 4 (0.38%) VoIP
9 4 (0.38%) VSAN
10 3 (0.29%) SMS
11 2 (0.19%) Cisco IPT
11 2 (0.19%) DHCP
11 2 (0.19%) SAN
Database & Business Intelligence
1 405 (38.50%) Amazon DynamoDB
2 329 (31.27%) Amazon RDS
3 184 (17.49%) PostgreSQL
4 127 (12.07%) MySQL
5 112 (10.65%) Redis
6 94 (8.94%) Amazon Redshift
7 89 (8.46%) NoSQL
8 81 (7.70%) Big Data
9 78 (7.41%) Apache Ignite
10 76 (7.22%) SQL Server
11 74 (7.03%) Data Warehouse
12 68 (6.46%) MongoDB
13 65 (6.18%) Relational Database
14 62 (5.89%) Amazon Athena
15 53 (5.04%) Amazon Aurora
16 45 (4.28%) Tableau
17 43 (4.09%) Data Lake
18 33 (3.14%) BigQuery
19 24 (2.28%) Apache Hive
19 24 (2.28%) Metadata
Development Applications
1 159 (15.11%) Git (software)
2 110 (10.46%) Jenkins
3 95 (9.03%) JIRA
4 55 (5.23%) webpack
5 49 (4.66%) GitLab
6 46 (4.37%) Bitbucket
7 42 (3.99%) CircleCI
8 37 (3.52%) Selenium
9 33 (3.14%) JUnit
9 33 (3.14%) TeamCity
10 28 (2.66%) SpecFlow
11 27 (2.57%) NUnit
12 26 (2.47%) EasyMock
12 26 (2.47%) Log4Net
13 24 (2.28%) RSpec
14 23 (2.19%) Babel
14 23 (2.19%) Capybara
14 23 (2.19%) Octopus Deploy
15 18 (1.71%) Cypress.io
16 17 (1.62%) Team Foundation Server
General
1 382 (36.31%) Finance
2 213 (20.25%) Front Office
3 99 (9.41%) Social Skills
4 90 (8.56%) Games
5 53 (5.04%) Legal
6 47 (4.47%) Analytical Skills
7 40 (3.80%) Law
8 36 (3.42%) Banking
9 34 (3.23%) Public Sector
10 32 (3.04%) Inclusion and Diversity
11 30 (2.85%) Presentation Skills
11 30 (2.85%) Retail
12 26 (2.47%) Local Government
12 26 (2.47%) Marketing
13 13 (1.24%) Back Office
14 10 (0.95%) Advertising
15 9 (0.86%) Telecoms
16 8 (0.76%) Publishing
17 3 (0.29%) Financial Institution
17 3 (0.29%) Influencing Skills
Job Titles
1 486 (46.20%) Developer
2 297 (28.23%) Software Engineer
3 155 (14.73%) Developer/Software Engineer
4 127 (12.07%) React Developer
5 118 (11.22%) Python Engineer
6 101 (9.60%) Python Developer
7 100 (9.51%) Senior Developer
8 99 (9.41%) AWS Developer
9 95 (9.03%) AWS Engineer
10 89 (8.46%) Data Engineer
11 84 (7.98%) Python Software Engineer
12 78 (7.41%) Senior Software Engineer
13 70 (6.65%) DevOps Engineer
14 68 (6.46%) Full Stack Developer
15 63 (5.99%) JavaScript Developer
16 54 (5.13%) JavaScript Engineer
17 42 (3.99%) AWS DevOps
18 36 (3.42%) Lead Software Engineer
19 35 (3.33%) .NET Developer
19 35 (3.33%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 501 (47.62%) React
2 336 (31.94%) Node.js
3 277 (26.33%) Web Services
4 201 (19.11%) AngularJS
5 139 (13.21%) Vue.js
6 131 (12.45%) CSS
7 129 (12.26%) .NET
8 125 (11.88%) REST
9 123 (11.69%) Material-UI
10 100 (9.51%) GraphQL
11 91 (8.65%) HTML
12 70 (6.65%) RESTful
13 66 (6.27%) Jest
13 66 (6.27%) Ruby on Rails
14 63 (5.99%) Kafka
15 59 (5.61%) .NET Core
16 56 (5.32%) Elastic Stack
17 46 (4.37%) Next.js
18 43 (4.09%) React Native
19 40 (3.80%) Serverless Framework
Miscellaneous
1 104 (9.89%) Equities
2 95 (9.03%) Fixed Income
3 93 (8.84%) Derivative
4 91 (8.65%) Foreign Exchange (FX)
5 89 (8.46%) Hedge funds
6 64 (6.08%) User Experience
7 50 (4.75%) Legacy Systems
8 45 (4.28%) Self-Motivation
9 40 (3.80%) Mobile App
10 29 (2.76%) Algorithms
11 28 (2.66%) Data Structures
12 27 (2.57%) Blog
13 26 (2.47%) Virtual Team
14 21 (2.00%) Cloud Native
15 20 (1.90%) Social Media
16 16 (1.52%) Augmented Reality
17 14 (1.33%) NHS
18 13 (1.24%) Data Centre
19 12 (1.14%) Market Risk
20 11 (1.05%) Management Information System
Operating Systems
1 114 (10.84%) Linux
2 69 (6.56%) Windows
3 64 (6.08%) Unix
4 42 (3.99%) Android
5 38 (3.61%) Apple iOS
6 25 (2.38%) Windows Server
7 17 (1.62%) Mesosphere
8 16 (1.52%) CentOS
9 13 (1.24%) Ubuntu
10 10 (0.95%) Red Hat Enterprise Linux
11 8 (0.76%) Mac OS
12 7 (0.67%) Windows Server 2019
13 5 (0.48%) Windows Server 2012
14 3 (0.29%) Windows 10
15 2 (0.19%) VMS
16 1 (0.095%) Alpine Linux
16 1 (0.095%) Windows Server 2016
Processes & Methodologies
1 582 (55.32%) Agile Software Development
2 423 (40.21%) Software Engineering
3 368 (34.98%) Full Stack Development
4 234 (22.24%) DevOps
5 213 (20.25%) Asset Management
6 204 (19.39%) Microservices
7 183 (17.40%) Analytics
8 164 (15.59%) Continuous Integration
9 150 (14.26%) Mentoring
10 146 (13.88%) TDD
11 144 (13.69%) Investment Management
12 130 (12.36%) Test Automation
13 123 (11.69%) Infrastructure as Code
14 115 (10.93%) Fintech
15 112 (10.65%) ETL
16 106 (10.08%) Scrum
17 99 (9.41%) Continuous Delivery
17 99 (9.41%) Data Pipeline
18 97 (9.22%) Machine Learning
19 90 (8.56%) OO
Programming Languages
1 507 (48.19%) JavaScript
2 478 (45.44%) Python
3 391 (37.17%) TypeScript
4 350 (33.27%) SQL
5 266 (25.29%) Java
6 129 (12.26%) C#
7 128 (12.17%) Scala
8 97 (9.22%) Kotlin
9 83 (7.89%) Clojure
10 71 (6.75%) Ruby
11 54 (5.13%) Go
12 51 (4.85%) PowerShell
13 44 (4.18%) ES6
14 36 (3.42%) PHP
15 30 (2.85%) Bash Shell
16 17 (1.62%) VB.NET
17 13 (1.24%) R
18 12 (1.14%) Groovy
19 11 (1.05%) Java 8
20 9 (0.86%) C++
Qualifications
1 83 (7.89%) Degree
2 36 (3.42%) AWS Certification
3 30 (2.85%) Computer Science Degree
4 17 (1.62%) Numerate Degree
5 4 (0.38%) CISSP
6 3 (0.29%) (ISC)2 CCSP
6 3 (0.29%) Cisco Certification
6 3 (0.29%) PhD
7 2 (0.19%) DBS Check
7 2 (0.19%) ISTQB
7 2 (0.19%) ISTQB Foundation Certification
7 2 (0.19%) MBA
8 1 (0.095%) CCSP
8 1 (0.095%) CISA
8 1 (0.095%) CISM
Quality Assurance & Compliance
1 24 (2.28%) QA
2 15 (1.43%) Data Quality
3 9 (0.86%) SLA
4 7 (0.67%) GDPR
5 5 (0.48%) Accessibility
5 5 (0.48%) PCI DSS
6 2 (0.19%) ISO/IEC 27001
6 2 (0.19%) MiFID
7 1 (0.095%) Actionable Recommendations
7 1 (0.095%) HIPAA
7 1 (0.095%) NIST
7 1 (0.095%) PMO
7 1 (0.095%) SEPA
7 1 (0.095%) SOC 2
System Software
1 365 (34.70%) Docker
2 14 (1.33%) Active Directory
3 8 (0.76%) HDFS
4 7 (0.67%) Ceph
5 6 (0.57%) VMware Infrastructure
6 5 (0.48%) VMware ESXi
7 2 (0.19%) Apache ZooKeeper
8 1 (0.095%) GridGain
8 1 (0.095%) NFS
8 1 (0.095%) Virtual Machines
8 1 (0.095%) vSphere
Systems Management
1 319 (30.32%) Kubernetes
2 295 (28.04%) Terraform
3 78 (7.41%) Ansible
4 39 (3.71%) Grafana
5 34 (3.23%) Puppet
6 27 (2.57%) Opsgenie
7 26 (2.47%) Graphite
7 26 (2.47%) Graylog
7 26 (2.47%) Opscode Chef
7 26 (2.47%) Prometheus
8 25 (2.38%) Kibana
9 23 (2.19%) Packer
10 19 (1.81%) logstash
11 18 (1.71%) Consul
12 17 (1.62%) Automic
13 7 (0.67%) Galera Cluster
13 7 (0.67%) Nagios
14 5 (0.48%) Pingdom
15 4 (0.38%) Docker Swarm
15 4 (0.38%) Hadoop YARN
Vendors
1 43 (4.09%) Oracle
2 39 (3.71%) Google
3 37 (3.52%) YouTube
4 32 (3.04%) Splunk
5 31 (2.95%) Microsoft
6 28 (2.66%) Instagram
7 25 (2.38%) New Relic
8 18 (1.71%) Facebook
9 15 (1.43%) Salesforce.com
10 14 (1.33%) Databricks
11 12 (1.14%) SAP
12 10 (0.95%) Spotify
12 10 (0.95%) VMware
13 9 (0.86%) Adobe
13 9 (0.86%) Cisco
14 8 (0.76%) Alteryx
15 7 (0.67%) Percona
15 7 (0.67%) Red Hat
16 6 (0.57%) BT
16 6 (0.57%) Twitter