Period
to 27 October 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 27 October 2021 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
England > London
6 months to
27 Oct 2021
Same period 2020 Same period 2019
Rank 152 182 248
Rank change year-on-year +30 +66 +146
Permanent jobs citing Amazon S3 1,227 360 751
As % of all permanent jobs advertised in London 2.41% 1.81% 1.38%
As % of the Cloud Services category 5.01% 4.09% 3.78%
Number of salaries quoted 686 314 631
10th Percentile £52,500 £55,375 £50,000
25th Percentile £67,500 £62,500 £63,125
Median annual salary (50th Percentile) £85,000 £80,000 £80,000
Median % change year-on-year +6.25% - +14.29%
75th Percentile £115,000 £119,688 £95,000
90th Percentile £135,000 £132,500 £122,500
England median annual salary £80,000 £72,500 £72,500
% change year-on-year +10.34% - +11.54%

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 24,490 8,810 19,890
As % of all permanent IT jobs advertised in London 48.05% 44.26% 36.61%
Number of salaries quoted 16,009 7,537 16,624
10th Percentile £42,500 £42,500 £35,000
25th Percentile £53,750 £52,500 £47,500
Median annual salary (50th Percentile) £72,500 £70,000 £65,000
Median % change year-on-year +3.57% +7.69% -
75th Percentile £91,250 £86,250 £85,000
90th Percentile £108,750 £108,000 £100,000
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -

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 27 October 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 27 October 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 -39 74 £77,500 +10.71% 32
West London -25 69 £77,000 +2.67% 7
South London -25 17 £73,500 +13.08%
East London -19 5 £80,000 +18.52% 8
Amazon S3
England

For the 6 months to 27 October 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 1,216 (99.10%) AWS
2 764 (62.27%) Serverless
3 743 (60.55%) AWS Lambda
4 702 (57.21%) Agile Software Development
5 617 (50.29%) Python
6 606 (49.39%) JavaScript
7 599 (48.82%) React
8 519 (42.30%) Software Engineering
9 509 (41.48%) Amazon DynamoDB
10 498 (40.59%) TypeScript
11 482 (39.28%) Finance
12 445 (36.27%) Full Stack Development
13 443 (36.10%) Amazon EC2
14 442 (36.02%) Docker
15 418 (34.07%) Amazon RDS
16 385 (31.38%) Terraform
17 376 (30.64%) Web Services
18 370 (30.15%) SQL
19 369 (30.07%) Kubernetes
20 363 (29.58%) Amazon SQS
21 361 (29.42%) Node.js
22 319 (26.00%) Java
23 291 (23.72%) Asset Management
24 287 (23.39%) Front Office
25 277 (22.58%) DevOps
26 251 (20.46%) AngularJS
27 246 (20.05%) AWS Step Functions
28 236 (19.23%) Analytics
29 227 (18.50%) AWS CloudFormation
30 204 (16.63%) Microservices

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
1 165 (13.45%) Apache
2 150 (12.22%) Elasticsearch
3 92 (7.50%) Apache Spark
4 39 (3.18%) Apache Airflow
5 29 (2.36%) Confluence
6 22 (1.79%) IIS
7 16 (1.30%) nginx
8 14 (1.14%) Cloud Foundry
9 12 (0.98%) Jupyter
9 12 (0.98%) WordPress
10 11 (0.90%) Luigi
11 3 (0.24%) OpenStack
12 2 (0.16%) IBM Domino
13 1 (0.081%) CMS
13 1 (0.081%) JBoss
13 1 (0.081%) Jetty
13 1 (0.081%) Oracle SOA Suite
13 1 (0.081%) Oracle Workflow
13 1 (0.081%) Red Hat Fuse
Applications
1 10 (0.81%) Adobe Premiere
1 10 (0.81%) Final Cut Pro
2 7 (0.57%) Figma
3 6 (0.49%) Sketch
4 2 (0.16%) Photoshop
4 2 (0.16%) Spreadsheet
4 2 (0.16%) Weka
5 1 (0.081%) Microsoft Excel
5 1 (0.081%) Microsoft PowerPoint
Business Applications
1 9 (0.73%) Payment Gateway
2 7 (0.57%) Sentinel
3 3 (0.24%) Shopify
4 1 (0.081%) FINCAD Analytics
4 1 (0.081%) NetSuite
Cloud Services
1 1,216 (99.10%) AWS
2 764 (62.27%) Serverless
3 743 (60.55%) AWS Lambda
4 443 (36.10%) Amazon EC2
5 363 (29.58%) Amazon SQS
6 246 (20.05%) AWS Step Functions
7 227 (18.50%) AWS CloudFormation
8 185 (15.08%) Amazon ECS
9 148 (12.06%) GCP
10 140 (11.41%) Azure
11 135 (11.00%) CloudFront
12 126 (10.27%) Amazon Kinesis
12 126 (10.27%) GitHub
13 117 (9.54%) Amazon CloudWatch
14 104 (8.48%) Virtual Private Cloud
15 93 (7.58%) SaaS
16 83 (6.76%) Route 53
17 71 (5.79%) AWS Fargate
18 68 (5.54%) Amazon EMR
19 66 (5.38%) Amazon Cognito
Communications & Networking
1 56 (4.56%) HTTP
2 39 (3.18%) DNS
3 24 (1.96%) Broadband
4 20 (1.63%) Firewall
5 16 (1.30%) WebEx
6 12 (0.98%) Network Security
7 11 (0.90%) SSH
8 7 (0.57%) Internet
9 6 (0.49%) IPv6
9 6 (0.49%) RTP
9 6 (0.49%) RTSP
9 6 (0.49%) UPnP
10 5 (0.41%) Cisco IPT
10 5 (0.41%) VoIP
11 4 (0.33%) TCP/IP
12 3 (0.24%) AMQP
12 3 (0.24%) Extranet
12 3 (0.24%) Intranet
12 3 (0.24%) SMS
12 3 (0.24%) SMTP
Database & Business Intelligence
1 509 (41.48%) Amazon DynamoDB
2 418 (34.07%) Amazon RDS
3 200 (16.30%) PostgreSQL
4 155 (12.63%) MySQL
5 143 (11.65%) Redis
6 137 (11.17%) Amazon Redshift
7 111 (9.05%) NoSQL
8 105 (8.56%) Apache Ignite
9 87 (7.09%) Amazon Aurora
10 86 (7.01%) Relational Database
11 85 (6.93%) Amazon Athena
12 75 (6.11%) Big Data
12 75 (6.11%) SQL Server
13 74 (6.03%) Data Warehouse
14 70 (5.70%) MongoDB
15 64 (5.22%) Data Lake
16 47 (3.83%) Tableau
17 36 (2.93%) Hadoop
18 31 (2.53%) BigQuery
19 26 (2.12%) Electronic Patient Records
Development Applications
1 156 (12.71%) Git (software)
2 122 (9.94%) Jenkins
3 96 (7.82%) JIRA
4 69 (5.62%) webpack
5 66 (5.38%) GitLab
6 64 (5.22%) CircleCI
7 58 (4.73%) Bitbucket
8 50 (4.07%) Selenium
9 38 (3.10%) TeamCity
10 32 (2.61%) SpecFlow
11 31 (2.53%) Capybara
11 31 (2.53%) NUnit
11 31 (2.53%) RSpec
12 30 (2.44%) Log4Net
13 29 (2.36%) Cypress.io
14 28 (2.28%) Octopus Deploy
15 26 (2.12%) Babel
16 25 (2.04%) IBM UrbanCode
16 25 (2.04%) Team Foundation Server
16 25 (2.04%) Travis CI
General
1 482 (39.28%) Finance
2 287 (23.39%) Front Office
3 120 (9.78%) Games
4 95 (7.74%) Social Skills
5 56 (4.56%) Banking
6 50 (4.07%) Analytical Skills
7 46 (3.75%) Legal
8 44 (3.59%) Retail
9 38 (3.10%) Marketing
10 37 (3.02%) Law
11 34 (2.77%) Inclusion and Diversity
12 21 (1.71%) Presentation Skills
13 18 (1.47%) Public Sector
14 13 (1.06%) Local Government
15 10 (0.81%) Investment Banking
16 9 (0.73%) Back Office
17 8 (0.65%) Telecoms
18 7 (0.57%) Publishing
19 6 (0.49%) Advertising
19 6 (0.49%) Organisational Skills
Job Titles
1 568 (46.29%) Developer
2 402 (32.76%) Software Engineer
3 267 (21.76%) Developer/Software Engineer
4 164 (13.37%) React Developer
5 139 (11.33%) Python Engineer
6 138 (11.25%) AWS Engineer
7 123 (10.02%) Python Developer
8 119 (9.70%) Senior Developer
9 110 (8.96%) Python Software Engineer
10 101 (8.23%) Data Engineer
11 91 (7.42%) DevOps Engineer
12 78 (6.36%) AWS DevOps
13 76 (6.19%) AWS Developer
14 69 (5.62%) Senior Software Engineer
15 64 (5.22%) Full Stack Developer
16 62 (5.05%) AWS DevOps Engineer
17 44 (3.59%) AWS Software Engineer
18 42 (3.42%) Backend Developer
18 42 (3.42%) JavaScript Developer
19 39 (3.18%) .NET Developer
Libraries, Frameworks & Software Standards
1 599 (48.82%) React
2 376 (30.64%) Web Services
3 361 (29.42%) Node.js
4 251 (20.46%) AngularJS
5 199 (16.22%) Vue.js
6 167 (13.61%) REST
7 160 (13.04%) Material-UI
8 115 (9.37%) CSS
9 114 (9.29%) GraphQL
10 99 (8.07%) .NET
11 93 (7.58%) HTML
12 91 (7.42%) Kafka
13 65 (5.30%) Elastic Stack
14 60 (4.89%) Jest
15 57 (4.65%) Next.js
16 56 (4.56%) Django
17 54 (4.40%) Ruby on Rails
18 50 (4.07%) .NET Core
19 49 (3.99%) RESTful
20 47 (3.83%) React Native
Miscellaneous
1 128 (10.43%) Derivative
2 125 (10.19%) Equities
3 124 (10.11%) Fixed Income
4 122 (9.94%) Foreign Exchange (FX)
5 111 (9.05%) Hedge funds
6 86 (7.01%) User Experience
7 49 (3.99%) Self-Motivation
8 43 (3.50%) Mobile App
9 41 (3.34%) Algorithms
10 37 (3.02%) Social Media
11 32 (2.61%) Cloud Native
12 28 (2.28%) Public Cloud
13 26 (2.12%) Data Structures
14 25 (2.04%) Legacy Systems
15 18 (1.47%) Video\Live Streaming
16 17 (1.39%) Greenfield Project
16 17 (1.39%) Virtual Team
17 15 (1.22%) Blog
18 13 (1.06%) Management Information System
18 13 (1.06%) PlayStation
Operating Systems
1 144 (11.74%) Linux
2 110 (8.96%) Windows
3 79 (6.44%) Unix
4 38 (3.10%) Windows Server
5 36 (2.93%) Android
6 31 (2.53%) Apple iOS
7 26 (2.12%) Mesosphere
8 17 (1.39%) Mac OS
9 15 (1.22%) Red Hat Enterprise Linux
10 9 (0.73%) Ubuntu
10 9 (0.73%) Windows Server 2019
11 8 (0.65%) CentOS
11 8 (0.65%) Mac OS X
12 5 (0.41%) VMS
13 3 (0.24%) Windows 10
13 3 (0.24%) Windows Server 2012
14 1 (0.081%) Alpine Linux
14 1 (0.081%) Debian
14 1 (0.081%) Windows Server 2016
Processes & Methodologies
1 702 (57.21%) Agile Software Development
2 519 (42.30%) Software Engineering
3 445 (36.27%) Full Stack Development
4 291 (23.72%) Asset Management
5 277 (22.58%) DevOps
6 236 (19.23%) Analytics
7 204 (16.63%) Microservices
8 194 (15.81%) Continuous Integration
9 191 (15.57%) Mentoring
10 182 (14.83%) Investment Management
11 178 (14.51%) TDD
12 147 (11.98%) Test Automation
13 144 (11.74%) Infrastructure as Code
14 110 (8.96%) Data Pipeline
15 108 (8.80%) Scrum
16 106 (8.64%) Fintech
17 103 (8.39%) Data Science
17 103 (8.39%) Event-Driven
18 99 (8.07%) Problem-Solving
19 95 (7.74%) Front End Development
Programming Languages
1 617 (50.29%) Python
2 606 (49.39%) JavaScript
3 498 (40.59%) TypeScript
4 370 (30.15%) SQL
5 319 (26.00%) Java
6 178 (14.51%) Scala
7 128 (10.43%) Kotlin
8 126 (10.27%) C#
9 111 (9.05%) Clojure
10 81 (6.60%) Go
11 75 (6.11%) PowerShell
12 70 (5.70%) Ruby
13 52 (4.24%) PHP
14 39 (3.18%) Bash Shell
15 34 (2.77%) ES6
16 17 (1.39%) Perl
17 16 (1.30%) Groovy
18 14 (1.14%) R
19 12 (0.98%) C
19 12 (0.98%) VB.NET
Qualifications
1 89 (7.25%) Degree
2 62 (5.05%) AWS Certification
3 8 (0.65%) Computer Science Degree
3 8 (0.65%) Master's Degree
4 7 (0.57%) GCFA
4 7 (0.57%) GCFE
4 7 (0.57%) GCIA
4 7 (0.57%) GCIH
4 7 (0.57%) Numerate Degree
4 7 (0.57%) SANS
5 5 (0.41%) (ISC)2 CCSP
5 5 (0.41%) Cisco Certification
5 5 (0.41%) CISSP
6 4 (0.33%) Security Cleared
7 3 (0.24%) PhD
7 3 (0.24%) SC Cleared
8 2 (0.16%) CCSP
8 2 (0.16%) DBS Check
8 2 (0.16%) ISTQB
8 2 (0.16%) MBA
Quality Assurance & Compliance
1 24 (1.96%) Accessibility
2 22 (1.79%) Data Quality
3 15 (1.22%) SLA
4 14 (1.14%) QA
5 7 (0.57%) GDPR
6 6 (0.49%) PCI DSS
7 2 (0.16%) MiFID
System Software
1 442 (36.02%) Docker
2 15 (1.22%) Active Directory
3 9 (0.73%) VMware Infrastructure
4 7 (0.57%) Hyper-V
4 7 (0.57%) Virtual Machines
5 5 (0.41%) Ceph
6 3 (0.24%) VMware ESXi
6 3 (0.24%) vSphere
7 2 (0.16%) Apache ZooKeeper
8 1 (0.081%) Slurm Workload Manager
Systems Management
1 385 (31.38%) Terraform
2 369 (30.07%) Kubernetes
3 93 (7.58%) Ansible
4 56 (4.56%) Opscode Chef
5 55 (4.48%) Puppet
6 50 (4.07%) Grafana
7 39 (3.18%) Prometheus
8 35 (2.85%) Kibana
9 31 (2.53%) Graphite
10 30 (2.44%) Graylog
10 30 (2.44%) Opsgenie
11 28 (2.28%) Consul
12 26 (2.12%) logstash
13 25 (2.04%) Automic
14 21 (1.71%) Packer
15 12 (0.98%) Salt
16 10 (0.81%) Istio
17 8 (0.65%) Nagios
18 6 (0.49%) Pingdom
19 5 (0.41%) Jamf Pro
Vendors
1 51 (4.16%) Google
2 50 (4.07%) Microsoft
3 45 (3.67%) Splunk
4 40 (3.26%) YouTube
5 36 (2.93%) Instagram
6 28 (2.28%) Oracle
7 26 (2.12%) Facebook
8 22 (1.79%) VMware
9 21 (1.71%) New Relic
10 18 (1.47%) Databricks
11 14 (1.14%) Atlassian
11 14 (1.14%) Twitter
12 12 (0.98%) SaltStack
13 11 (0.90%) Red Hat
13 11 (0.90%) Talend
14 10 (0.81%) BT
15 9 (0.73%) Adobe
16 7 (0.57%) Apple
16 7 (0.57%) Symantec
16 7 (0.57%) Veritas