Period
to 27 October 2021

The following table provides summary statistics for permanent job vacancies 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)
UK
6 months to
27 Oct 2021
Same period 2020 Same period 2019
Rank 240 304 378
Rank change year-on-year +64 +74 +167
Permanent jobs citing Amazon S3 1,860 520 1,131
As % of all permanent jobs advertised in the UK 1.46% 1.05% 0.83%
As % of the Cloud Services category 3.38% 2.59% 2.59%
Number of salaries quoted 1,018 445 904
10th Percentile £46,250 £42,500 £44,426
25th Percentile £58,750 £57,500 £56,250
Median annual salary (50th Percentile) £77,500 £72,500 £72,500
Median % change year-on-year +6.90% - +11.54%
75th Percentile £97,500 £102,500 £92,500
90th Percentile £126,250 £132,500 £118,750
UK excluding London median annual salary £60,000 £56,250 £62,500
% change year-on-year +6.67% -10.00% +13.64%

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 requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 55,097 20,068 43,677
As % of all permanent IT jobs advertised in the UK 43.38% 40.52% 32.11%
Number of salaries quoted 38,382 17,053 36,048
10th Percentile £32,500 £32,500 £30,000
25th Percentile £42,500 £42,500 £39,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -
75th Percentile £80,000 £75,000 £75,000
90th Percentile £95,000 £92,500 £90,000
UK excluding London median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

Amazon S3
Job Vacancy Trend

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

Job vacancy trend for Amazon S3 in the UK

Amazon S3
Salary Trend

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

Salary trend for Amazon S3 in the UK

Amazon S3
Salary Histogram

Salary distribution for jobs citing Amazon S3 over the 6 months to 27 October 2021.

Salary histogram for Amazon S3 in the UK

Amazon S3
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon S3 within the UK 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
England +41 1,608 £80,000 +10.34% 180
London +30 1,227 £85,000 +6.25% 116
UK excluding London +6 478 £60,000 +6.67% 77
Work from Home -13 460 £85,000 +17.24% 46
South East -32 154 £60,000 -2.04% 19
North of England -89 88 £60,000 -4.00% 19
Scotland -43 54 £70,000 +5.66% 10
South West -78 54 £50,000 +11.11% 8
Northern Ireland -2 42 £80,000 +128.57% 1
North West -74 42 £60,000 +2.13% 13
Midlands -119 37 £55,000 -26.17% 13
Yorkshire -94 36 £65,000 - 5
East of England -78 29 £60,000 +6.67% 5
West Midlands -79 28 £62,500 +42.86% 9
Wales -38 22 £50,000 - 2
North East -22 10 £65,000 +62.50% 1
East Midlands -66 9 £53,250 -29.00% 4

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 with a requirement for Amazon S3.

1 1,845 (99.19%) AWS
2 1,073 (57.69%) Serverless
3 1,048 (56.34%) AWS Lambda
4 975 (52.42%) Python
5 942 (50.65%) Agile Software Development
6 822 (44.19%) JavaScript
7 741 (39.84%) React
8 735 (39.52%) Amazon DynamoDB
9 707 (38.01%) Amazon EC2
10 664 (35.70%) Amazon RDS
11 650 (34.95%) Docker
12 644 (34.62%) Software Engineering
13 584 (31.40%) SQL
14 571 (30.70%) DevOps
14 571 (30.70%) TypeScript
15 553 (29.73%) Finance
16 550 (29.57%) Full Stack Development
17 528 (28.39%) Terraform
18 506 (27.20%) Java
19 505 (27.15%) Amazon SQS
20 494 (26.56%) Kubernetes
21 468 (25.16%) Node.js
22 437 (23.49%) AWS CloudFormation
23 426 (22.90%) Web Services
24 370 (19.89%) Microservices
25 362 (19.46%) PostgreSQL
26 346 (18.60%) Analytics
27 319 (17.15%) Git (software)
28 317 (17.04%) Amazon ECS
29 311 (16.72%) MySQL

Amazon S3
Co-occurring IT Skills 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
1 233 (12.53%) Apache
2 201 (10.81%) Elasticsearch
3 160 (8.60%) Apache Spark
4 60 (3.23%) Apache Airflow
5 56 (3.01%) Confluence
6 26 (1.40%) IBM Domino
7 25 (1.34%) WordPress
8 23 (1.24%) nginx
9 22 (1.18%) IIS
10 20 (1.08%) Cloud Foundry
11 16 (0.86%) Jupyter
12 12 (0.65%) Luigi
13 10 (0.54%) CMS
14 6 (0.32%) SAS
15 4 (0.22%) OpenStack
16 2 (0.11%) Jetty
16 2 (0.11%) Kentico
16 2 (0.11%) SharePoint
16 2 (0.11%) Tomcat
16 2 (0.11%) Umbraco
Applications
1 26 (1.40%) Spreadsheet
2 10 (0.54%) Adobe Premiere
2 10 (0.54%) Figma
2 10 (0.54%) Final Cut Pro
3 6 (0.32%) Microsoft Project
3 6 (0.32%) Sketch
4 3 (0.16%) Microsoft Excel
4 3 (0.16%) Microsoft PowerPoint
5 2 (0.11%) Microsoft Office
5 2 (0.11%) Photoshop
5 2 (0.11%) Weka
Business Applications
1 34 (1.83%) Sentinel
2 20 (1.08%) Payment Gateway
3 8 (0.43%) Shopify
4 5 (0.27%) Magento
5 3 (0.16%) NetSuite
6 2 (0.11%) Dynamics CRM
6 2 (0.11%) JDE OneWorld
7 1 (0.054%) FINCAD Analytics
Cloud Services
1 1,845 (99.19%) AWS
2 1,073 (57.69%) Serverless
3 1,048 (56.34%) AWS Lambda
4 707 (38.01%) Amazon EC2
5 505 (27.15%) Amazon SQS
6 437 (23.49%) AWS CloudFormation
7 317 (17.04%) Amazon ECS
8 305 (16.40%) CloudFront
9 302 (16.24%) Azure
10 286 (15.38%) AWS Step Functions
11 276 (14.84%) Amazon CloudWatch
12 249 (13.39%) GitHub
13 214 (11.51%) GCP
14 190 (10.22%) Amazon Kinesis
15 188 (10.11%) Virtual Private Cloud
16 179 (9.62%) SaaS
17 119 (6.40%) Amazon EMR
18 118 (6.34%) Amazon Cognito
19 103 (5.54%) Route 53
20 96 (5.16%) Amazon EKS
Communications & Networking
1 79 (4.25%) HTTP
2 70 (3.76%) DNS
3 41 (2.20%) Firewall
4 36 (1.94%) Internet
5 33 (1.77%) Cisco IPT
6 28 (1.51%) AMQP
7 24 (1.29%) Broadband
8 18 (0.97%) SSL
8 18 (0.97%) VPN
9 17 (0.91%) SSH
10 16 (0.86%) Network Security
10 16 (0.86%) WebEx
11 14 (0.75%) SMS
12 8 (0.43%) Reverse Proxy
13 7 (0.38%) VoIP
14 6 (0.32%) IPv6
14 6 (0.32%) RTP
14 6 (0.32%) RTSP
14 6 (0.32%) UPnP
15 5 (0.27%) TCP/IP
Database & Business Intelligence
1 735 (39.52%) Amazon DynamoDB
2 664 (35.70%) Amazon RDS
3 362 (19.46%) PostgreSQL
4 311 (16.72%) MySQL
5 252 (13.55%) Redis
6 224 (12.04%) NoSQL
7 203 (10.91%) Amazon Redshift
8 189 (10.16%) Amazon Athena
9 172 (9.25%) Big Data
10 165 (8.87%) Amazon Aurora
11 152 (8.17%) Data Lake
12 142 (7.63%) Relational Database
13 121 (6.51%) MongoDB
14 106 (5.70%) SQL Server
15 105 (5.65%) Apache Ignite
16 99 (5.32%) Data Warehouse
17 85 (4.57%) Tableau
18 73 (3.92%) Hadoop
19 65 (3.49%) Electronic Patient Records
20 38 (2.04%) Flink
Development Applications
1 319 (17.15%) Git (software)
2 202 (10.86%) Jenkins
3 168 (9.03%) JIRA
4 116 (6.24%) CircleCI
5 93 (5.00%) GitLab
6 90 (4.84%) webpack
7 85 (4.57%) Selenium
8 84 (4.52%) Bitbucket
9 51 (2.74%) Cypress.io
10 42 (2.26%) TeamCity
11 40 (2.15%) Babel
12 37 (1.99%) Maven
13 36 (1.94%) PHPUnit
13 36 (1.94%) RSpec
14 33 (1.77%) Cucumber
15 32 (1.72%) Octopus Deploy
15 32 (1.72%) SpecFlow
15 32 (1.72%) Storybook
16 31 (1.67%) Capybara
16 31 (1.67%) NUnit
General
1 553 (29.73%) Finance
2 287 (15.43%) Front Office
3 223 (11.99%) Social Skills
4 144 (7.74%) Games
5 107 (5.75%) Analytical Skills
6 82 (4.41%) Law
6 82 (4.41%) Legal
7 78 (4.19%) Retail
8 71 (3.82%) Banking
9 58 (3.12%) Marketing
10 48 (2.58%) Public Sector
11 46 (2.47%) Telecoms
12 43 (2.31%) Inclusion and Diversity
13 37 (1.99%) Presentation Skills
14 31 (1.67%) Automotive
15 22 (1.18%) Documentation Skills
16 21 (1.13%) Manufacturing
16 21 (1.13%) Wearables
17 19 (1.02%) Local Government
18 10 (0.54%) Investment Banking
Job Titles
1 801 (43.06%) Developer
2 453 (24.35%) Software Engineer
3 275 (14.78%) Developer/Software Engineer
4 206 (11.08%) AWS Engineer
5 179 (9.62%) React Developer
6 171 (9.19%) Data Engineer
7 161 (8.66%) Python Engineer
8 158 (8.49%) Senior Developer
9 156 (8.39%) Python Developer
10 155 (8.33%) DevOps Engineer
11 117 (6.29%) Full Stack Developer
12 112 (6.02%) Python Software Engineer
13 97 (5.22%) AWS DevOps
14 96 (5.16%) Cloud Engineer
15 92 (4.95%) Backend Developer
16 88 (4.73%) Senior Software Engineer
17 82 (4.41%) AWS Developer
18 74 (3.98%) AWS DevOps Engineer
19 70 (3.76%) JavaScript Developer
20 66 (3.55%) Security Engineer
Libraries, Frameworks & Software Standards
1 741 (39.84%) React
2 468 (25.16%) Node.js
3 426 (22.90%) Web Services
4 308 (16.56%) AngularJS
5 274 (14.73%) REST
6 260 (13.98%) Vue.js
7 207 (11.13%) CSS
8 184 (9.89%) HTML
9 162 (8.71%) Material-UI
10 161 (8.66%) .NET
11 147 (7.90%) Kafka
12 141 (7.58%) GraphQL
13 113 (6.08%) RESTful
14 109 (5.86%) XML
15 105 (5.65%) JSON
16 101 (5.43%) Django
17 94 (5.05%) Jest
18 90 (4.84%) React Native
19 87 (4.68%) Spring
20 85 (4.57%) Elastic Stack
Miscellaneous
1 131 (7.04%) User Experience
2 128 (6.88%) Derivative
3 125 (6.72%) Equities
4 124 (6.67%) Fixed Income
5 123 (6.61%) Foreign Exchange (FX)
6 111 (5.97%) Hedge funds
7 80 (4.30%) Mobile App
8 76 (4.09%) Self-Motivation
9 75 (4.03%) Social Media
10 68 (3.66%) Cloud Native
11 55 (2.96%) Algorithms
12 52 (2.80%) Data Structures
13 43 (2.31%) Tandem
13 43 (2.31%) Video\Live Streaming
14 38 (2.04%) Public Cloud
15 35 (1.88%) Virtual Team
16 31 (1.67%) Legacy Systems
17 27 (1.45%) iPhone
17 27 (1.45%) Video on Demand
18 26 (1.40%) Smartphone
Operating Systems
1 273 (14.68%) Linux
2 181 (9.73%) Windows
3 84 (4.52%) Unix
4 62 (3.33%) Android
5 54 (2.90%) Apple iOS
6 46 (2.47%) Windows Server
7 45 (2.42%) Mac OS
8 33 (1.77%) Ubuntu
9 26 (1.40%) Mesosphere
10 17 (0.91%) Red Hat Enterprise Linux
11 16 (0.86%) CentOS
12 11 (0.59%) Mac OS X
13 9 (0.48%) Windows Server 2019
14 5 (0.27%) VMS
15 4 (0.22%) Windows Server 2012
16 3 (0.16%) Windows 10
17 2 (0.11%) Amazon Linux
18 1 (0.054%) Alpine Linux
18 1 (0.054%) Debian
18 1 (0.054%) Windows Server 2016
Processes & Methodologies
1 942 (50.65%) Agile Software Development
2 644 (34.62%) Software Engineering
3 571 (30.70%) DevOps
4 550 (29.57%) Full Stack Development
5 370 (19.89%) Microservices
6 346 (18.60%) Analytics
7 298 (16.02%) TDD
8 293 (15.75%) Asset Management
9 275 (14.78%) Mentoring
10 254 (13.66%) Continuous Integration
11 244 (13.12%) Infrastructure as Code
12 240 (12.90%) Test Automation
13 215 (11.56%) Problem-Solving
14 200 (10.75%) Scrum
15 182 (9.78%) Artificial Intelligence
15 182 (9.78%) Investment Management
16 166 (8.92%) Machine Learning
17 159 (8.55%) Data Science
18 156 (8.39%) BDD
19 147 (7.90%) Business Intelligence
Programming Languages
1 975 (52.42%) Python
2 822 (44.19%) JavaScript
3 584 (31.40%) SQL
4 571 (30.70%) TypeScript
5 506 (27.20%) Java
6 231 (12.42%) Scala
7 206 (11.08%) C#
8 166 (8.92%) PowerShell
9 147 (7.90%) Kotlin
9 147 (7.90%) PHP
10 144 (7.74%) Go
11 119 (6.40%) Bash Shell
12 115 (6.18%) Ruby
13 111 (5.97%) Clojure
14 54 (2.90%) ES6
15 49 (2.63%) Perl
16 41 (2.20%) Java 8
17 34 (1.83%) VB
18 27 (1.45%) R
19 22 (1.18%) Groovy
Qualifications
1 170 (9.14%) Degree
2 111 (5.97%) AWS Certification
3 34 (1.83%) GCFA
3 34 (1.83%) GCFE
3 34 (1.83%) GCIA
3 34 (1.83%) GCIH
3 34 (1.83%) SANS
4 33 (1.77%) (ISC)2 CCSP
4 33 (1.77%) Cisco Certification
4 33 (1.77%) CISSP
5 20 (1.08%) Numerate Degree
6 19 (1.02%) Computer Science Degree
7 15 (0.81%) CCSP
8 13 (0.70%) Master's Degree
9 9 (0.48%) PhD
10 5 (0.27%) Security Cleared
11 3 (0.16%) MBA
11 3 (0.16%) SC Cleared
12 2 (0.11%) DBS Check
12 2 (0.11%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 74 (3.98%) QA
2 29 (1.56%) Accessibility
3 24 (1.29%) GDPR
3 24 (1.29%) SLA
4 23 (1.24%) Data Quality
5 7 (0.38%) PCI DSS
6 3 (0.16%) IEC 62304
6 3 (0.16%) ISO 13485
6 3 (0.16%) Sarbanes-Oxley
6 3 (0.16%) SEPA
7 2 (0.11%) MiFID
8 1 (0.054%) IFRS
8 1 (0.054%) IFRS 9
System Software
1 650 (34.95%) Docker
2 24 (1.29%) Active Directory
3 18 (0.97%) Firmware
4 13 (0.70%) VMware Infrastructure
5 11 (0.59%) Virtual Machines
6 9 (0.48%) Hyper-V
7 7 (0.38%) vSphere
8 6 (0.32%) Ceph
9 4 (0.22%) HDFS
10 3 (0.16%) NFS
10 3 (0.16%) VMware ESXi
11 2 (0.11%) Apache ZooKeeper
12 1 (0.054%) GPFS
12 1 (0.054%) Samba
12 1 (0.054%) Slurm Workload Manager
12 1 (0.054%) Virtual Servers
12 1 (0.054%) VMware Workstation
Systems Management
1 528 (28.39%) Terraform
2 494 (26.56%) Kubernetes
3 126 (6.77%) Ansible
4 74 (3.98%) Opscode Chef
5 67 (3.60%) Puppet
6 63 (3.39%) Grafana
7 50 (2.69%) Prometheus
8 35 (1.88%) Kibana
9 31 (1.67%) Graphite
10 30 (1.61%) Graylog
10 30 (1.61%) Opsgenie
11 29 (1.56%) Consul
12 27 (1.45%) Packer
13 26 (1.40%) logstash
14 25 (1.34%) Automic
15 16 (0.86%) Salt
16 10 (0.54%) Istio
16 10 (0.54%) Nagios
17 9 (0.48%) Rancher
18 7 (0.38%) Pingdom
Vendors
1 106 (5.70%) Microsoft
2 81 (4.35%) Databricks
3 67 (3.60%) Google
4 64 (3.44%) Oracle
5 57 (3.06%) Splunk
6 41 (2.20%) YouTube
7 39 (2.10%) Apple
8 37 (1.99%) Instagram
9 34 (1.83%) New Relic
10 32 (1.72%) Facebook
11 28 (1.51%) VMware
12 18 (0.97%) Atlassian
12 18 (0.97%) SAP
13 17 (0.91%) ServiceNow
14 16 (0.86%) Talend
15 15 (0.81%) Twitter
16 14 (0.75%) Red Hat
17 13 (0.70%) SaltStack
18 10 (0.54%) Adobe
18 10 (0.54%) BT