Period
to

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 3 July 2022 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > Work from Home
6 months to
3 Jul 2022
Same period 2021 Same period 2020
Rank 193 193 244
Rank change year-on-year 0 +51 -24
Permanent jobs citing Amazon S3 1,649 652 63
As % of all permanent jobs with a WFH option 2.08% 1.73% 0.70%
As % of the Cloud Services category 4.25% 3.61% 1.61%
Number of salaries quoted 664 424 45
10th Percentile £45,000 £37,650 £38,750
25th Percentile £56,125 £55,938 £57,500
Median annual salary (50th Percentile) £75,000 £85,000 £65,000
Median % change year-on-year -11.76% +30.77% -8.77%
75th Percentile £93,750 £115,000 £72,500
90th Percentile £105,000 £135,000 £80,000
UK median annual salary £75,000 £75,000 £65,000
% change year-on-year - +15.38% -7.14%

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 38,757 18,041 3,907
As % of all permanent jobs with a WFH option 48.89% 48.00% 43.59%
Number of salaries quoted 20,704 14,292 3,389
10th Percentile £36,250 £35,000 £35,000
25th Percentile £46,250 £42,500 £43,750
Median annual salary (50th Percentile) £62,500 £60,000 £57,500
Median % change year-on-year +4.17% +4.35% -8.00%
75th Percentile £82,500 £77,500 £75,000
90th Percentile £96,250 £91,250 £90,000
UK median annual salary £60,000 £58,000 £57,500
% change year-on-year +3.45% +0.87% +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 3 July 2022.

Amazon S3 salary histogram for jobs with a WFH option

For the 6 months to 3 July 2022, Amazon S3 job roles required the following 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 1,577 (95.63%) AWS
2 855 (51.85%) Python
3 836 (50.70%) Serverless
4 796 (48.27%) AWS Lambda
5 758 (45.97%) Amazon EC2
6 732 (44.39%) Software Engineering
7 688 (41.72%) Agile
8 643 (38.99%) Docker
9 631 (38.27%) SQL
10 555 (33.66%) Finance
11 550 (33.35%) CI/CD
12 547 (33.17%) Java
13 542 (32.87%) DevOps
14 498 (30.20%) JavaScript
15 487 (29.53%) Amazon RDS
16 461 (27.96%) React
17 455 (27.59%) Kubernetes
18 450 (27.29%) Terraform
19 442 (26.80%) PostgreSQL
20 439 (26.62%) Amazon SQS
21 422 (25.59%) GCP
22 416 (25.23%) Git (software)
23 391 (23.71%) Microservices
24 386 (23.41%) DynamoDB
25 335 (20.32%) Data Science
26 320 (19.41%) Jenkins
26 320 (19.41%) Node.js
27 318 (19.28%) Full Stack Development
28 310 (18.80%) AWS CloudFormation
29 309 (18.74%) Analytics

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
1 184 (11.16%) Apache Airflow
2 175 (10.61%) Apache Spark
3 123 (7.46%) Apache
4 75 (4.55%) Cloud Foundry
5 48 (2.91%) Confluence
6 42 (2.55%) Jupyter
7 24 (1.46%) CMS
8 23 (1.39%) Drupal
9 22 (1.33%) nginx
10 21 (1.27%) Luigi
11 17 (1.03%) Tomcat
12 9 (0.55%) IIS
13 8 (0.49%) DNN
13 8 (0.49%) SharePoint
13 8 (0.49%) Skype for Business
14 7 (0.42%) WordPress
15 6 (0.36%) SAS
16 2 (0.12%) Apache Solr
16 2 (0.12%) GeoServer
16 2 (0.12%) Strapi
Applications
1 9 (0.55%) Microsoft Office
2 2 (0.12%) Microsoft Excel
3 1 (0.061%) Adobe Creative Suite
3 1 (0.061%) Chatbot
Business Applications
1 15 (0.91%) Payment Gateway
2 10 (0.61%) Shopify
3 4 (0.24%) Acoustic Campaign
3 4 (0.24%) Adobe Campaign
4 3 (0.18%) Salesforce.com CRM
Cloud Services
1 1,577 (95.63%) AWS
2 836 (50.70%) Serverless
3 796 (48.27%) AWS Lambda
4 758 (45.97%) Amazon EC2
5 439 (26.62%) Amazon SQS
6 422 (25.59%) GCP
7 310 (18.80%) AWS CloudFormation
8 301 (18.25%) GitHub
9 241 (14.61%) Azure
10 224 (13.58%) SaaS
11 220 (13.34%) CloudFront
12 215 (13.04%) Amazon ECS
13 181 (10.98%) Virtual Private Cloud
14 173 (10.49%) Route 53
15 164 (9.95%) Amazon CloudWatch
16 163 (9.88%) Amazon Kinesis
17 137 (8.31%) Amazon EKS
18 125 (7.58%) GitHub Actions
19 123 (7.46%) Amazon EMR
20 115 (6.97%) Cloudflare
Communications & Networking
1 114 (6.91%) DNS
2 54 (3.27%) HTTP
3 35 (2.12%) Internet
4 34 (2.06%) Firewall
5 29 (1.76%) DHCP
6 23 (1.39%) DSL
7 22 (1.33%) Network Security
8 20 (1.21%) DKIM
8 20 (1.21%) DMARC
9 17 (1.03%) VPN
10 16 (0.97%) SMS
11 14 (0.85%) AMQP
11 14 (0.85%) HTTPS
12 11 (0.67%) Broadband
13 10 (0.61%) SSL
13 10 (0.61%) TCP/IP
14 9 (0.55%) RIP
15 8 (0.49%) Skype
15 8 (0.49%) X.509
16 6 (0.36%) Wi-Fi
Database & Business Intelligence
1 487 (29.53%) Amazon RDS
2 442 (26.80%) PostgreSQL
3 386 (23.41%) DynamoDB
4 286 (17.34%) MySQL
5 243 (14.74%) Amazon Redshift
6 241 (14.61%) Data Warehouse
7 215 (13.04%) NoSQL
8 207 (12.55%) Amazon Athena
9 179 (10.86%) Data Lake
10 165 (10.01%) Elasticsearch
11 150 (9.10%) Redis
12 136 (8.25%) Relational Database
13 127 (7.70%) BigQuery
14 119 (7.22%) Hadoop
15 105 (6.37%) Apache Hive
16 99 (6.00%) Big Data
17 90 (5.46%) Electronic Patient Records
18 89 (5.40%) MongoDB
19 77 (4.67%) Amazon Aurora
20 55 (3.34%) SQL Server
Development Applications
1 416 (25.23%) Git (software)
2 320 (19.41%) Jenkins
3 186 (11.28%) JIRA
4 131 (7.94%) Bitbucket
5 87 (5.28%) CircleCI
5 87 (5.28%) GitLab
6 78 (4.73%) Cypress.io
7 44 (2.67%) JUnit
8 39 (2.37%) Atlassian Bamboo
9 35 (2.12%) Travis CI
10 31 (1.88%) Mockito
11 28 (1.70%) Maven
12 23 (1.39%) Spinnaker
13 22 (1.33%) IntelliJ
14 21 (1.27%) Storybook
15 20 (1.21%) Postman
16 17 (1.03%) Selenium
17 15 (0.91%) Artifactory
17 15 (0.91%) RSpec
17 15 (0.91%) webpack
General
1 555 (33.66%) Finance
2 218 (13.22%) Social Skills
3 135 (8.19%) Banking
4 102 (6.19%) Analytical Skills
5 94 (5.70%) Retail
6 87 (5.28%) Marketing
7 80 (4.85%) Inclusion and Diversity
8 79 (4.79%) Public Sector
9 67 (4.06%) Presentation Skills
10 65 (3.94%) Legal
11 62 (3.76%) Games
12 52 (3.15%) Advertising
13 42 (2.55%) Publishing
14 39 (2.37%) Influencing Skills
15 37 (2.24%) Law
16 28 (1.70%) Telecoms
17 27 (1.64%) Front Office
17 27 (1.64%) Organisational Skills
18 25 (1.52%) Local Government
19 22 (1.33%) Multimedia
Job Titles
1 414 (25.11%) Software Engineer
2 408 (24.74%) Developer
3 301 (18.25%) Data Engineer
4 220 (13.34%) DevOps Engineer
5 209 (12.67%) AWS Engineer
6 205 (12.43%) Senior Software Engineer
7 150 (9.10%) Cloud Engineer
8 112 (6.79%) Java Developer
9 106 (6.43%) Senior Data Engineer
10 105 (6.37%) Java Engineer
11 103 (6.25%) Senior Developer
12 91 (5.52%) Site Reliability Engineer
13 86 (5.22%) AWS Software Engineer
13 86 (5.22%) Senior Cloud Engineer
14 81 (4.91%) Full Stack Developer
14 81 (4.91%) Java Software Engineer
15 80 (4.85%) Site Engineer
16 75 (4.55%) AWS Developer
17 69 (4.18%) Developer/Software Engineer
18 64 (3.88%) Senior DevOps
Libraries, Frameworks & Software Standards
1 461 (27.96%) React
2 320 (19.41%) Node.js
3 242 (14.68%) AngularJS
4 236 (14.31%) REST
5 223 (13.52%) Kafka
6 194 (11.76%) Vue.js
7 183 (11.10%) .NET
8 180 (10.92%) CSS
9 162 (9.82%) Spring
10 139 (8.43%) Jest
11 138 (8.37%) Ruby on Rails
12 127 (7.70%) GraphQL
13 120 (7.28%) HTML
14 107 (6.49%) Spring Boot
15 104 (6.31%) PySpark
16 98 (5.94%) Django
17 93 (5.64%) Lambda Expressions
18 87 (5.28%) RESTful
19 85 (5.15%) XML
20 84 (5.09%) .NET Core
Miscellaneous
1 131 (7.94%) Algorithms
2 130 (7.88%) Cloud Native
3 116 (7.03%) User Experience
4 106 (6.43%) Greenfield Project
5 103 (6.25%) Data Structures
6 101 (6.12%) Hedge funds
7 90 (5.46%) Mobile App
8 77 (4.67%) NHS
9 75 (4.55%) Blog
10 68 (4.12%) Hackathon
11 67 (4.06%) Legacy Systems
12 57 (3.46%) Linux Command Line
13 40 (2.43%) Self-Motivation
14 37 (2.24%) Management Information System
15 32 (1.94%) Foreign Exchange (FX)
15 32 (1.94%) Virtual Team
16 31 (1.88%) Sports Betting
17 30 (1.82%) Video on Demand
18 26 (1.58%) Over-the-Top Content
19 25 (1.52%) Public Cloud
Operating Systems
1 265 (16.07%) Linux
2 108 (6.55%) Windows
3 77 (4.67%) Ubuntu
4 59 (3.58%) Windows Server
5 47 (2.85%) Unix
6 35 (2.12%) Apple iOS
7 24 (1.46%) Android
8 21 (1.27%) Mac OS
9 16 (0.97%) Windows Server 2012
9 16 (0.97%) Windows Server 2016
10 11 (0.67%) Red Hat Enterprise Linux
11 8 (0.49%) Amazon Linux
11 8 (0.49%) CentOS
11 8 (0.49%) Windows Server 2008
11 8 (0.49%) Windows Server 2019
12 7 (0.42%) Debian
13 5 (0.30%) Solaris
14 4 (0.24%) OpenWrt
15 2 (0.12%) DC/OS
16 1 (0.061%) VMS
Processes & Methodologies
1 732 (44.39%) Software Engineering
2 688 (41.72%) Agile
3 550 (33.35%) CI/CD
4 542 (32.87%) DevOps
5 391 (23.71%) Microservices
6 335 (20.32%) Data Science
7 318 (19.28%) Full Stack Development
8 309 (18.74%) Analytics
9 301 (18.25%) TDD
10 299 (18.13%) Infrastructure as Code
11 232 (14.07%) Data Engineering
12 221 (13.40%) Data Pipeline
12 221 (13.40%) Scrum
13 213 (12.92%) Machine Learning
13 213 (12.92%) Pair Programming
14 189 (11.46%) Problem-Solving
15 180 (10.92%) Event-Driven
16 178 (10.79%) ETL
17 177 (10.73%) Kanban
18 175 (10.61%) Mentoring
Programming Languages
1 855 (51.85%) Python
2 631 (38.27%) SQL
3 547 (33.17%) Java
4 498 (30.20%) JavaScript
5 307 (18.62%) TypeScript
6 189 (11.46%) Ruby
7 185 (11.22%) Scala
8 158 (9.58%) Go
9 153 (9.28%) Bash
10 129 (7.82%) C#
11 102 (6.19%) PHP
12 85 (5.15%) PowerShell
13 82 (4.97%) Kotlin
14 68 (4.12%) ES6
15 36 (2.18%) C++
16 34 (2.06%) Shell Script
17 32 (1.94%) C
17 32 (1.94%) Groovy
18 20 (1.21%) R
19 17 (1.03%) Perl
Qualifications
1 165 (10.01%) Degree
2 84 (5.09%) Computer Science Degree
3 69 (4.18%) Security Cleared
4 65 (3.94%) AWS Certification
5 53 (3.21%) Numerate Degree
6 51 (3.09%) SC Cleared
7 19 (1.15%) ITIL Certification
8 9 (0.55%) BPSS Clearance
8 9 (0.55%) CTC Cleared
9 8 (0.49%) DBS Check
9 8 (0.49%) ITIL Foundation Certificate
10 7 (0.42%) Microsoft Certification
11 6 (0.36%) MCSA
11 6 (0.36%) MCTS
12 5 (0.30%) CCNA
12 5 (0.30%) CCNP
12 5 (0.30%) Cisco Certification
13 4 (0.24%) Master's Degree
13 4 (0.24%) PMI Certification
14 1 (0.061%) Analytics IQ
Quality Assurance & Compliance
1 77 (4.67%) Data Quality
2 40 (2.43%) GDPR
3 37 (2.24%) QA
4 18 (1.09%) SLA
5 14 (0.85%) SEPA
6 13 (0.79%) GxP
7 11 (0.67%) Accessibility
8 10 (0.61%) HIPAA
9 9 (0.55%) HL7
9 9 (0.55%) ISO/IEC 27001
10 6 (0.36%) PCI DSS
11 1 (0.061%) CDISC
11 1 (0.061%) SOC 1
11 1 (0.061%) SOC 2
System Software
1 643 (38.99%) Docker
2 54 (3.27%) Active Directory
3 41 (2.49%) Apache Flume
4 12 (0.73%) VMware Infrastructure
5 11 (0.67%) Virtual Machines
6 10 (0.61%) Virtual Servers
7 5 (0.30%) Veritas Volume Manager
8 3 (0.18%) Apache ZooKeeper
9 2 (0.12%) Ceph
9 2 (0.12%) NFS
10 1 (0.061%) Hyper-V
Systems Management
1 455 (27.59%) Kubernetes
2 450 (27.29%) Terraform
3 176 (10.67%) Grafana
4 111 (6.73%) Ansible
5 47 (2.85%) Prometheus
6 43 (2.61%) Oozie
7 39 (2.37%) Opscode Chef
8 37 (2.24%) Kibana
9 33 (2.00%) Argo
10 31 (1.88%) Puppet
11 29 (1.76%) Packer
12 28 (1.70%) Docker Swarm
13 23 (1.39%) Graphite
13 23 (1.39%) StatsD
14 21 (1.27%) Kubeflow
14 21 (1.27%) Rancher
15 18 (1.09%) Consul
16 13 (0.79%) Active Directory Federation Services
17 9 (0.55%) Microsoft Intune
17 9 (0.55%) Salt
Vendors
1 209 (12.67%) Google
2 72 (4.37%) New Relic
3 62 (3.76%) Microsoft
4 50 (3.03%) Oracle
5 47 (2.85%) Databricks
6 41 (2.49%) Cloudera
7 39 (2.37%) Atlassian
8 37 (2.24%) Zend
9 36 (2.18%) Splunk
10 34 (2.06%) IBM
11 31 (1.88%) PagerDuty
12 30 (1.82%) Zopa
13 27 (1.64%) Salesforce.com
13 27 (1.64%) Siemens
14 26 (1.58%) Adobe
15 22 (1.33%) Dell
16 20 (1.21%) Apple
16 20 (1.21%) Datto
17 18 (1.09%) Snapchat
18 16 (0.97%) Virgin Media