Period
to 8 December 2021

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 8 December 2021 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > Work from Home
6 months to
8 Dec 2021
Same period 2020 Same period 2019
Rank 216 201 239
Rank change year-on-year -15 +38 -3
Permanent jobs citing Amazon S3 437 109 51
As % of all permanent jobs with a WFH option 1.50% 1.24% 0.67%
As % of the Cloud Services category 3.19% 2.67% 1.59%
Number of salaries quoted 343 99 50
10th Percentile £49,500 £42,500 £37,500
25th Percentile £63,750 £50,000 £51,250
Median annual salary (50th Percentile) £80,000 £65,000 £60,000
Median % change year-on-year +23.08% +8.33% -14.29%
75th Percentile £105,625 £102,500 £75,313
90th Percentile £126,250 £128,750 £87,500
UK median annual salary £75,000 £72,500 £72,500
% change year-on-year +3.45% - +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 with a WFH option and a requirement for cloud computing skills.

All Cloud Skills
Work from Home
Permanent vacancies with a requirement for cloud computing skills 13,702 4,077 3,198
As % of all permanent jobs with a WFH option 46.97% 46.51% 41.95%
Number of salaries quoted 11,230 3,702 2,920
10th Percentile £37,500 £36,250 £37,500
25th Percentile £46,250 £42,500 £45,000
Median annual salary (50th Percentile) £60,750 £55,250 £60,000
Median % change year-on-year +9.95% -7.92% -
75th Percentile £80,000 £72,500 £77,500
90th Percentile £93,750 £86,250 £91,250
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Amazon S3
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Amazon S3 as a proportion of all IT jobs advertised.

Amazon S3 trend for jobs with a WFH option

Amazon S3
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Amazon S3.

Amazon S3 salary trend for jobs with a WFH option

Amazon S3
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Amazon S3 over the 6 months to 8 December 2021.

Amazon S3 salary histogram for jobs with a WFH option

For the 6 months to 8 December 2021, Amazon S3 job roles required the following IT skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Amazon S3.

1 428 (97.94%) AWS
2 263 (60.18%) Amazon DynamoDB
2 263 (60.18%) Serverless
3 246 (56.29%) AWS Lambda
4 221 (50.57%) Agile Software Development
5 216 (49.43%) Python
6 208 (47.60%) Software Engineering
7 204 (46.68%) Amazon EC2
8 203 (46.45%) Docker
9 202 (46.22%) JavaScript
10 185 (42.33%) Amazon RDS
10 185 (42.33%) React
11 182 (41.65%) Full Stack Development
12 174 (39.82%) TypeScript
13 173 (39.59%) Finance
14 147 (33.64%) Amazon SQS
15 145 (33.18%) Web Services
16 131 (29.98%) Node.js
17 129 (29.52%) Terraform
18 123 (28.15%) Asset Management
19 122 (27.92%) Front Office
20 119 (27.23%) Kubernetes
21 117 (26.77%) Java
22 113 (25.86%) SQL
23 101 (23.11%) Microservices
24 97 (22.20%) PostgreSQL
25 85 (19.45%) AngularJS
26 84 (19.22%) TDD
27 83 (18.99%) MySQL
27 83 (18.99%) Investment Management

Amazon S3
Co-occurring IT Skills with a WFH Option 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 76 (17.39%) Apache
2 29 (6.64%) Elasticsearch
3 19 (4.35%) Apache Spark
4 10 (2.29%) Apache Airflow
5 8 (1.83%) Confluence
6 5 (1.14%) Tomcat
7 4 (0.92%) nginx
8 3 (0.69%) CMS
8 3 (0.69%) JBoss
8 3 (0.69%) WebLogic
8 3 (0.69%) WebSphere
9 2 (0.46%) IIS
10 1 (0.23%) Alfresco
10 1 (0.23%) CloudStack
10 1 (0.23%) OpenStack
10 1 (0.23%) SAS
Applications
1 7 (1.60%) Adobe Premiere
1 7 (1.60%) Final Cut Pro
2 5 (1.14%) Figma
3 4 (0.92%) Sketch
4 3 (0.69%) Microsoft Office
5 1 (0.23%) Microsoft Excel
Business Applications
1 10 (2.29%) Payment Gateway
2 2 (0.46%) Dynamics CRM
2 2 (0.46%) JDE OneWorld
2 2 (0.46%) NetSuite
2 2 (0.46%) Shopify
Cloud Services
1 428 (97.94%) AWS
2 263 (60.18%) Serverless
3 246 (56.29%) AWS Lambda
4 204 (46.68%) Amazon EC2
5 147 (33.64%) Amazon SQS
6 80 (18.31%) Amazon ECS
7 79 (18.08%) AWS Step Functions
7 79 (18.08%) CloudFront
8 56 (12.81%) Cloudflare
9 52 (11.90%) AWS CloudFormation
10 51 (11.67%) Azure
11 50 (11.44%) Amazon CloudWatch
12 41 (9.38%) SaaS
13 34 (7.78%) Virtual Private Cloud
14 33 (7.55%) GCP
15 32 (7.32%) AWS Fargate
16 30 (6.86%) GitHub
17 28 (6.41%) Amazon Kinesis
18 17 (3.89%) Route 53
19 14 (3.20%) Amazon EMR
Communications & Networking
1 50 (11.44%) DNS
2 44 (10.07%) AMQP
3 10 (2.29%) HTTP
3 10 (2.29%) SMS
4 8 (1.83%) SSH
5 7 (1.60%) IPv6
5 7 (1.60%) RTSP
5 7 (1.60%) UPnP
6 2 (0.46%) Firewall
6 2 (0.46%) Reverse Proxy
6 2 (0.46%) VPN
7 1 (0.23%) Internet
7 1 (0.23%) IPsec
7 1 (0.23%) LAN
7 1 (0.23%) Network Security
7 1 (0.23%) Remote Desktop
7 1 (0.23%) SMTP
7 1 (0.23%) SSL
7 1 (0.23%) TCP/IP
7 1 (0.23%) WAN
Database & Business Intelligence
1 263 (60.18%) Amazon DynamoDB
2 185 (42.33%) Amazon RDS
3 97 (22.20%) PostgreSQL
4 83 (18.99%) MySQL
5 74 (16.93%) Amazon Athena
6 63 (14.42%) Redis
7 54 (12.36%) NoSQL
8 47 (10.76%) MongoDB
9 40 (9.15%) Apache Ignite
10 27 (6.18%) Amazon Redshift
11 26 (5.95%) Amazon Aurora
12 21 (4.81%) Data Warehouse
12 21 (4.81%) Relational Database
13 19 (4.35%) SQL Server
14 18 (4.12%) Big Data
15 14 (3.20%) Data Lake
16 13 (2.97%) Oracle Database
17 10 (2.29%) Amazon QuickSight
18 8 (1.83%) BigQuery
19 4 (0.92%) HBase
Development Applications
1 78 (17.85%) Git (software)
2 64 (14.65%) CircleCI
3 41 (9.38%) JIRA
4 39 (8.92%) Selenium
5 23 (5.26%) Jenkins
6 21 (4.81%) Bitbucket
7 16 (3.66%) webpack
8 12 (2.75%) Atlassian Bamboo
9 11 (2.52%) PHPUnit
10 10 (2.29%) Babel
11 8 (1.83%) PhpStorm
11 8 (1.83%) Visual Studio
11 8 (1.83%) Xdebug
12 6 (1.37%) Cypress.io
12 6 (1.37%) JUnit
12 6 (1.37%) Storybook
13 5 (1.14%) GitLab
13 5 (1.14%) Maven
14 3 (0.69%) Cucumber
14 3 (0.69%) GoCD
General
1 173 (39.59%) Finance
2 122 (27.92%) Front Office
3 54 (12.36%) Retail
4 43 (9.84%) Automotive
5 35 (8.01%) Games
6 34 (7.78%) Social Skills
7 16 (3.66%) Inclusion and Diversity
8 15 (3.43%) Banking
9 13 (2.97%) Law
10 9 (2.06%) Investment Banking
11 8 (1.83%) Marketing
12 6 (1.37%) Analytical Skills
12 6 (1.37%) Wearables
13 5 (1.14%) Manufacturing
14 4 (0.92%) Electronics
14 4 (0.92%) Public Sector
14 4 (0.92%) Telecoms
15 1 (0.23%) Dutch Language
15 1 (0.23%) French Language
15 1 (0.23%) Music Industry
Job Titles
1 267 (61.10%) Developer
2 165 (37.76%) Software Engineer
3 138 (31.58%) Developer/Software Engineer
4 90 (20.59%) Python Developer
5 72 (16.48%) React Developer
6 67 (15.33%) Senior Developer
7 50 (11.44%) Python Engineer
8 43 (9.84%) Python Software Engineer
9 42 (9.61%) Django Developer
9 42 (9.61%) Python/Django Developer
9 42 (9.61%) Senior Python Developer
10 36 (8.24%) AWS Engineer
10 36 (8.24%) Cloud Engineer
11 28 (6.41%) PHP Developer
12 27 (6.18%) DevOps Engineer
13 25 (5.72%) Senior Software Engineer
14 24 (5.49%) Data Engineer
14 24 (5.49%) Full Stack Developer
15 21 (4.81%) Java Developer
16 20 (4.58%) Backend Developer
Libraries, Frameworks & Software Standards
1 185 (42.33%) React
2 145 (33.18%) Web Services
3 131 (29.98%) Node.js
4 85 (19.45%) AngularJS
5 70 (16.02%) Material-UI
5 70 (16.02%) Vue.js
6 57 (13.04%) WebSockets
7 54 (12.36%) Django
8 52 (11.90%) Flask
9 48 (10.98%) FastAPI
10 44 (10.07%) SQLAlchemy
11 39 (8.92%) Celery
11 39 (8.92%) pytest
12 38 (8.70%) REST
13 29 (6.64%) .NET
14 27 (6.18%) GraphQL
15 26 (5.95%) Lambda Expressions
16 24 (5.49%) JSON
17 22 (5.03%) React Native
18 21 (4.81%) Elastic Stack
Miscellaneous
1 57 (13.04%) Derivative
2 53 (12.13%) Foreign Exchange (FX)
3 52 (11.90%) Equities
3 52 (11.90%) Fixed Income
4 51 (11.67%) Video\Live Streaming
5 40 (9.15%) Hedge funds
6 39 (8.92%) Video on Demand
7 36 (8.24%) Mobile App
8 26 (5.95%) Self-Motivation
9 22 (5.03%) Data Structures
10 19 (4.35%) User Experience
11 16 (3.66%) Algorithms
12 12 (2.75%) Market Risk
13 11 (2.52%) Virtual Team
14 10 (2.29%) Client/Server
15 9 (2.06%) Cloud Native
15 9 (2.06%) Enterprise Software
15 9 (2.06%) Legacy Code
16 7 (1.60%) Social Media
16 7 (1.60%) Video Editing
Operating Systems
1 68 (15.56%) Linux
2 21 (4.81%) Unix
2 21 (4.81%) Windows
3 15 (3.43%) Ubuntu
3 15 (3.43%) Windows Server
4 12 (2.75%) Android
4 12 (2.75%) Apple iOS
5 6 (1.37%) Red Hat Enterprise Linux
6 4 (0.92%) CentOS
6 4 (0.92%) Mac OS X
7 3 (0.69%) Solaris
8 2 (0.46%) Mac OS
9 1 (0.23%) Amazon Linux
9 1 (0.23%) VMS
Processes & Methodologies
1 221 (50.57%) Agile Software Development
2 208 (47.60%) Software Engineering
3 182 (41.65%) Full Stack Development
4 123 (28.15%) Asset Management
5 101 (23.11%) Microservices
6 84 (19.22%) TDD
7 83 (18.99%) Investment Management
8 78 (17.85%) DevOps
9 56 (12.81%) Scrum
10 54 (12.36%) E-Commerce
11 52 (11.90%) API Development
12 50 (11.44%) BDD
13 48 (10.98%) Analytics
13 48 (10.98%) Fintech
14 44 (10.07%) SIEM
15 43 (9.84%) Data Science
16 42 (9.61%) Test Automation
17 39 (8.92%) Business Intelligence
18 38 (8.70%) Computer Science
19 37 (8.47%) Mentoring
Programming Languages
1 216 (49.43%) Python
2 202 (46.22%) JavaScript
3 174 (39.82%) TypeScript
4 117 (26.77%) Java
5 113 (25.86%) SQL
6 63 (14.42%) Scala
7 57 (13.04%) Kotlin
8 46 (10.53%) Clojure
9 35 (8.01%) PHP
10 33 (7.55%) C#
11 27 (6.18%) Go
12 20 (4.58%) Bash Shell
13 17 (3.89%) Java 8
14 16 (3.66%) ES6
15 7 (1.60%) C++
15 7 (1.60%) Groovy
15 7 (1.60%) T-SQL
16 6 (1.37%) ES7
16 6 (1.37%) PowerShell
17 5 (1.14%) R
Qualifications
1 56 (12.81%) Degree
2 22 (5.03%) AWS Certification
3 10 (2.29%) Numerate Degree
4 6 (1.37%) Master's Degree
5 4 (0.92%) PhD
5 4 (0.92%) Security Cleared
6 3 (0.69%) DBS Check
6 3 (0.69%) SC Cleared
7 2 (0.46%) MBA
7 2 (0.46%) MCSE
7 2 (0.46%) Microsoft Certification
8 1 (0.23%) Computer Science Degree
8 1 (0.23%) ITIL Foundation Certificate
8 1 (0.23%) PMI Certification
8 1 (0.23%) PMP
Quality Assurance & Compliance
1 20 (4.58%) QA
2 10 (2.29%) GDPR
3 5 (1.14%) SEPA
4 4 (0.92%) Accessibility
5 3 (0.69%) Sarbanes-Oxley
5 3 (0.69%) SLA
6 2 (0.46%) Data Quality
System Software
1 203 (46.45%) Docker
2 5 (1.14%) VMware Infrastructure
3 3 (0.69%) Oracle RAC
4 2 (0.46%) Active Directory
4 2 (0.46%) Hyper-V
5 1 (0.23%) Ceph
5 1 (0.23%) Firmware
5 1 (0.23%) GPFS
5 1 (0.23%) NFS
5 1 (0.23%) Samba
5 1 (0.23%) Virtual Machines
5 1 (0.23%) VMware Workstation
5 1 (0.23%) vSphere
Systems Management
1 129 (29.52%) Terraform
2 119 (27.23%) Kubernetes
3 21 (4.81%) Grafana
4 10 (2.29%) Ansible
5 7 (1.60%) Puppet
6 6 (1.37%) Opscode Chef
7 5 (1.14%) Nagios
7 5 (1.14%) Pingdom
7 5 (1.14%) Prometheus
8 3 (0.69%) Data Guard
8 3 (0.69%) Oracle Enterprise Manager
8 3 (0.69%) Oracle RMAN
8 3 (0.69%) Packer
9 2 (0.46%) Rancher
10 1 (0.23%) Scalr
10 1 (0.23%) Single Sign-On
Vendors
1 26 (5.95%) Microsoft
2 24 (5.49%) Google
3 20 (4.58%) New Relic
4 17 (3.89%) Oracle
5 14 (3.20%) Atlassian
6 12 (2.75%) Facebook
6 12 (2.75%) Instagram
6 12 (2.75%) Twitter
7 8 (1.83%) YouTube
8 7 (1.60%) BT
9 6 (1.37%) Databricks
10 5 (1.14%) PagerDuty
10 5 (1.14%) SAP
10 5 (1.14%) Splunk
10 5 (1.14%) VMware
11 4 (0.92%) Salesforce.com
12 3 (0.69%) Apple
12 3 (0.69%) Red Hat
13 2 (0.46%) JD Edwards
13 2 (0.46%) Sage