Period
to 17 September 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 17 September 2021 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > England
6 months to
17 Sep 2021
Same period 2020 Same period 2019
Rank 250 311 377
Rank change year-on-year +61 +66 +131
Permanent jobs citing Amazon S3 1,479 471 1,131
As % of all permanent jobs advertised in England 1.38% 1.00% 0.86%
As % of the Cloud Services category 3.16% 2.56% 2.74%
Number of salaries quoted 827 377 861
10th Percentile £42,500 £42,500 £43,750
25th Percentile £56,250 £53,750 £56,750
Median annual salary (50th Percentile) £80,000 £70,000 £72,500
Median % change year-on-year +14.29% -3.45% +11.54%
75th Percentile £105,000 £95,000 £90,000
90th Percentile £135,000 £128,750 £118,750
UK median annual salary £77,500 £68,750 £72,500
% change year-on-year +12.73% -5.17% +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 England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 46,842 18,401 41,257
As % of all permanent IT jobs advertised in England 43.76% 39.20% 31.46%
Number of salaries quoted 32,990 15,585 34,160
10th Percentile £32,750 £33,750 £30,000
25th Percentile £42,500 £43,750 £40,000
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -
75th Percentile £80,000 £76,250 £75,000
90th Percentile £95,000 £95,000 £90,000
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Amazon S3
Job Vacancy Trend in England

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

Job vacancy trend for Amazon S3 in England

Amazon S3
Salary Trend in England

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

Salary trend for Amazon S3 in England

Amazon S3
Salary Histogram in England

Salary distribution for jobs citing Amazon S3 in England over the 6 months to 17 September 2021.

Salary histogram for Amazon S3 in England

Amazon S3
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon S3 within the England region over the 6 months to 17 September 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
London +75 1,194 £85,000 +13.33% 95
South East -59 118 £60,000 - 11
North of England -102 63 £60,000 -4.00% 28
South West -91 49 £42,500 -7.61% 7
North West -88 28 £60,000 - 16
Yorkshire -104 25 £67,500 +8.00% 8
Midlands -126 24 £51,250 -12.77% 11
West Midlands -91 20 £52,500 - 7
East of England -87 18 £60,000 +14.29% 8
North East -21 10 £55,000 +25.00% 4
East Midlands -75 4 £50,000 -33.33% 4
Amazon S3
UK

For the 6 months to 17 September 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 England region with a requirement for Amazon S3.

1 1,463 (98.92%) AWS
2 898 (60.72%) Serverless
3 864 (58.42%) AWS Lambda
4 802 (54.23%) Agile Software Development
5 709 (47.94%) JavaScript
6 691 (46.72%) Python
7 670 (45.30%) React
8 577 (39.01%) Amazon DynamoDB
9 562 (38.00%) Amazon EC2
10 558 (37.73%) Software Engineering
11 530 (35.84%) Docker
12 507 (34.28%) Finance
13 504 (34.08%) TypeScript
14 496 (33.54%) Full Stack Development
15 489 (33.06%) Amazon RDS
16 474 (32.05%) SQL
17 460 (31.10%) Kubernetes
18 433 (29.28%) Node.js
19 427 (28.87%) Amazon SQS
20 413 (27.92%) Terraform
21 381 (25.76%) DevOps
22 375 (25.35%) Web Services
23 363 (24.54%) Java
24 280 (18.93%) Git (software)
25 277 (18.73%) Microservices
26 272 (18.39%) Asset Management
27 271 (18.32%) Analytics
28 269 (18.19%) Front Office
29 268 (18.12%) AngularJS
30 264 (17.85%) PostgreSQL

Amazon S3
Co-occurring IT Skills in England 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
1 169 (11.43%) Elasticsearch
2 168 (11.36%) Apache
3 116 (7.84%) Apache Spark
4 48 (3.25%) Confluence
5 45 (3.04%) Apache Airflow
6 35 (2.37%) WordPress
7 30 (2.03%) Cloud Foundry
7 30 (2.03%) nginx
8 25 (1.69%) IIS
9 16 (1.08%) Jupyter
10 11 (0.74%) CMS
10 11 (0.74%) Luigi
11 5 (0.34%) Jetty
11 5 (0.34%) OpenStack
12 4 (0.27%) Oracle Workflow
12 4 (0.27%) Tomcat
13 3 (0.20%) SAS
14 2 (0.14%) Umbraco
15 1 (0.068%) JBoss
15 1 (0.068%) SharePoint
Applications
1 10 (0.68%) Adobe Premiere
1 10 (0.68%) Final Cut Pro
2 1 (0.068%) Figma
2 1 (0.068%) Weka
Business Applications
1 19 (1.28%) Sentinel
2 9 (0.61%) Magento
2 9 (0.61%) Payment Gateway
3 6 (0.41%) Shopify
4 2 (0.14%) Dynamics CRM
4 2 (0.14%) JDE OneWorld
4 2 (0.14%) NetSuite
Cloud Services
1 1,463 (98.92%) AWS
2 898 (60.72%) Serverless
3 864 (58.42%) AWS Lambda
4 562 (38.00%) Amazon EC2
5 427 (28.87%) Amazon SQS
6 261 (17.65%) AWS CloudFormation
7 226 (15.28%) AWS Step Functions
8 225 (15.21%) Amazon ECS
9 209 (14.13%) Azure
10 201 (13.59%) CloudFront
11 183 (12.37%) Amazon CloudWatch
12 175 (11.83%) GitHub
13 159 (10.75%) GCP
14 154 (10.41%) Virtual Private Cloud
15 122 (8.25%) SaaS
16 116 (7.84%) Amazon Kinesis
17 109 (7.37%) Amazon Cognito
18 94 (6.36%) AWS Fargate
19 81 (5.48%) Amazon EMR
20 77 (5.21%) Route 53
Communications & Networking
1 60 (4.06%) DNS
1 60 (4.06%) HTTP
2 28 (1.89%) Internet
3 23 (1.56%) Broadband
4 19 (1.28%) Firewall
5 18 (1.22%) Network Security
6 16 (1.08%) WebEx
7 15 (1.01%) AMQP
8 9 (0.61%) SSH
9 8 (0.54%) VPN
10 7 (0.47%) Extranet
10 7 (0.47%) Intranet
11 6 (0.41%) RTP
11 6 (0.41%) TCP/IP
12 5 (0.34%) SAN
13 4 (0.27%) VoIP
14 3 (0.20%) BIG-IP
14 3 (0.20%) FTP
14 3 (0.20%) SMS
14 3 (0.20%) VLAN
Database & Business Intelligence
1 577 (39.01%) Amazon DynamoDB
2 489 (33.06%) Amazon RDS
3 264 (17.85%) PostgreSQL
4 208 (14.06%) MySQL
5 169 (11.43%) Redis
6 166 (11.22%) NoSQL
7 156 (10.55%) Amazon Redshift
8 107 (7.23%) Relational Database
9 102 (6.90%) Data Warehouse
10 101 (6.83%) Big Data
11 98 (6.63%) Amazon Athena
11 98 (6.63%) Apache Ignite
12 91 (6.15%) SQL Server
13 86 (5.81%) MongoDB
14 85 (5.75%) Amazon Aurora
15 82 (5.54%) Data Lake
16 55 (3.72%) Tableau
17 41 (2.77%) BigQuery
17 41 (2.77%) Hadoop
18 34 (2.30%) Power BI
Development Applications
1 280 (18.93%) Git (software)
2 141 (9.53%) Jenkins
3 138 (9.33%) JIRA
4 86 (5.81%) webpack
5 79 (5.34%) Bitbucket
6 74 (5.00%) GitLab
7 67 (4.53%) CircleCI
8 61 (4.12%) Selenium
9 43 (2.91%) TeamCity
10 42 (2.84%) Babel
11 33 (2.23%) Octopus Deploy
12 32 (2.16%) JUnit
12 32 (2.16%) SpecFlow
13 31 (2.10%) Capybara
13 31 (2.10%) NUnit
13 31 (2.10%) RSpec
14 30 (2.03%) Log4Net
15 26 (1.76%) Atlassian Bamboo
16 25 (1.69%) Team Foundation Server
16 25 (1.69%) Travis CI
General
1 507 (34.28%) Finance
2 269 (18.19%) Front Office
3 166 (11.22%) Social Skills
4 129 (8.72%) Games
5 64 (4.33%) Legal
6 61 (4.12%) Public Sector
7 60 (4.06%) Retail
8 58 (3.92%) Banking
9 55 (3.72%) Analytical Skills
10 54 (3.65%) Law
10 54 (3.65%) Marketing
11 45 (3.04%) Inclusion and Diversity
12 34 (2.30%) Presentation Skills
13 31 (2.10%) Local Government
14 21 (1.42%) Wearables
15 19 (1.28%) Telecoms
16 17 (1.15%) Manufacturing
17 15 (1.01%) Automotive
18 13 (0.88%) Back Office
19 12 (0.81%) Advertising
Job Titles
1 689 (46.59%) Developer
2 388 (26.23%) Software Engineer
3 223 (15.08%) Developer/Software Engineer
4 179 (12.10%) React Developer
5 144 (9.74%) Senior Developer
6 139 (9.40%) Python Engineer
7 137 (9.26%) AWS Engineer
8 131 (8.86%) Python Developer
9 116 (7.84%) DevOps Engineer
10 109 (7.37%) AWS Developer
11 105 (7.10%) Data Engineer
12 104 (7.03%) Python Software Engineer
13 98 (6.63%) Full Stack Developer
14 90 (6.09%) Senior Software Engineer
15 83 (5.61%) JavaScript Developer
16 67 (4.53%) AWS DevOps
17 59 (3.99%) AWS DevOps Engineer
18 56 (3.79%) JavaScript Engineer
19 52 (3.52%) Backend Developer
20 42 (2.84%) .NET Developer
Libraries, Frameworks & Software Standards
1 670 (45.30%) React
2 433 (29.28%) Node.js
3 375 (25.35%) Web Services
4 268 (18.12%) AngularJS
5 215 (14.54%) Vue.js
6 194 (13.12%) REST
7 171 (11.56%) CSS
8 157 (10.62%) Material-UI
9 156 (10.55%) .NET
10 128 (8.65%) GraphQL
10 128 (8.65%) HTML
10 128 (8.65%) Kafka
11 116 (7.84%) RESTful
12 94 (6.36%) JSON
13 77 (5.21%) .NET Core
14 76 (5.14%) React Native
15 75 (5.07%) Ruby on Rails
16 74 (5.00%) Elastic Stack
17 73 (4.94%) Jest
18 61 (4.12%) Django
Miscellaneous
1 120 (8.11%) Equities
2 117 (7.91%) Fixed Income
3 116 (7.84%) Derivative
4 115 (7.78%) Foreign Exchange (FX)
5 112 (7.57%) User Experience
6 106 (7.17%) Hedge funds
7 60 (4.06%) Self-Motivation
8 49 (3.31%) Mobile App
9 47 (3.18%) Algorithms
9 47 (3.18%) Legacy Systems
10 38 (2.57%) Data Structures
11 34 (2.30%) Social Media
12 33 (2.23%) Cloud Native
13 31 (2.10%) Blog
14 26 (1.76%) Virtual Team
15 24 (1.62%) Video\Live Streaming
16 23 (1.56%) Public Cloud
17 17 (1.15%) Management Information System
17 17 (1.15%) NHS
18 16 (1.08%) Augmented Reality
Operating Systems
1 220 (14.87%) Linux
2 133 (8.99%) Windows
3 89 (6.02%) Unix
4 62 (4.19%) Android
5 58 (3.92%) Apple iOS
6 39 (2.64%) Ubuntu
6 39 (2.64%) Windows Server
7 27 (1.83%) Mac OS
8 26 (1.76%) Mesosphere
9 22 (1.49%) CentOS
10 12 (0.81%) Red Hat Enterprise Linux
11 8 (0.54%) Mac OS X
12 7 (0.47%) Windows Server 2019
13 3 (0.20%) Windows 10
13 3 (0.20%) Windows Server 2012
14 2 (0.14%) Amazon Linux
14 2 (0.14%) VMS
15 1 (0.068%) Alpine Linux
15 1 (0.068%) Windows Server 2016
Processes & Methodologies
1 802 (54.23%) Agile Software Development
2 558 (37.73%) Software Engineering
3 496 (33.54%) Full Stack Development
4 381 (25.76%) DevOps
5 277 (18.73%) Microservices
6 272 (18.39%) Asset Management
7 271 (18.32%) Analytics
8 241 (16.29%) TDD
9 217 (14.67%) Mentoring
10 211 (14.27%) Continuous Integration
11 192 (12.98%) Test Automation
12 183 (12.37%) Investment Management
13 162 (10.95%) Infrastructure as Code
14 159 (10.75%) Scrum
15 144 (9.74%) Data Science
16 130 (8.79%) Fintech
16 130 (8.79%) Machine Learning
17 129 (8.72%) Business Intelligence
18 127 (8.59%) Problem-Solving
19 124 (8.38%) Data Pipeline
Programming Languages
1 709 (47.94%) JavaScript
2 691 (46.72%) Python
3 504 (34.08%) TypeScript
4 474 (32.05%) SQL
5 363 (24.54%) Java
6 177 (11.97%) Scala
7 175 (11.83%) C#
8 129 (8.72%) Kotlin
9 104 (7.03%) Clojure
9 104 (7.03%) PHP
10 101 (6.83%) Ruby
11 88 (5.95%) PowerShell
12 76 (5.14%) Go
13 61 (4.12%) ES6
14 60 (4.06%) Bash Shell
15 27 (1.83%) Perl
16 19 (1.28%) VB
17 17 (1.15%) R
18 16 (1.08%) Groovy
18 16 (1.08%) Java 8
Qualifications
1 127 (8.59%) Degree
2 55 (3.72%) AWS Certification
3 19 (1.28%) GCFA
3 19 (1.28%) GCFE
3 19 (1.28%) GCIA
3 19 (1.28%) GCIH
3 19 (1.28%) SANS
4 17 (1.15%) Computer Science Degree
5 13 (0.88%) Numerate Degree
6 7 (0.47%) PhD
7 4 (0.27%) CISSP
7 4 (0.27%) Master's Degree
8 3 (0.20%) (ISC)2 CCSP
8 3 (0.20%) Cisco Certification
9 2 (0.14%) DBS Check
9 2 (0.14%) ISTQB
9 2 (0.14%) ISTQB Foundation Certification
9 2 (0.14%) MBA
9 2 (0.14%) SC Cleared
9 2 (0.14%) Security Cleared
Quality Assurance & Compliance
1 34 (2.30%) QA
2 22 (1.49%) Data Quality
3 16 (1.08%) Accessibility
4 8 (0.54%) SLA
5 7 (0.47%) PCI DSS
6 6 (0.41%) GDPR
7 2 (0.14%) MiFID
8 1 (0.068%) Actionable Recommendations
8 1 (0.068%) IEC 62304
8 1 (0.068%) IFRS
8 1 (0.068%) IFRS 9
8 1 (0.068%) ISO 13485
8 1 (0.068%) ISO/IEC 27001
8 1 (0.068%) Sarbanes-Oxley
8 1 (0.068%) SEPA
8 1 (0.068%) SOC 2
System Software
1 530 (35.84%) Docker
2 19 (1.28%) Active Directory
3 16 (1.08%) Firmware
4 12 (0.81%) VMware Infrastructure
5 7 (0.47%) Ceph
6 6 (0.41%) HDFS
6 6 (0.41%) Hyper-V
7 5 (0.34%) Virtual Machines
7 5 (0.34%) VMware ESXi
7 5 (0.34%) vSphere
8 2 (0.14%) Apache ZooKeeper
8 2 (0.14%) NFS
9 1 (0.068%) Virtual Servers
Systems Management
1 460 (31.10%) Kubernetes
2 413 (27.92%) Terraform
3 105 (7.10%) Ansible
4 56 (3.79%) Grafana
5 54 (3.65%) Puppet
6 53 (3.58%) Opscode Chef
7 43 (2.91%) Prometheus
8 36 (2.43%) Kibana
9 30 (2.03%) Graphite
9 30 (2.03%) Graylog
9 30 (2.03%) Opsgenie
9 30 (2.03%) Packer
10 28 (1.89%) Consul
11 25 (1.69%) Automic
11 25 (1.69%) logstash
12 11 (0.74%) Nagios
13 7 (0.47%) Galera Cluster
13 7 (0.47%) Rancher
14 6 (0.41%) Pingdom
14 6 (0.41%) Salt
Vendors
1 64 (4.33%) Google
2 53 (3.58%) Oracle
2 53 (3.58%) Splunk
3 52 (3.52%) Microsoft
4 42 (2.84%) YouTube
5 37 (2.50%) Instagram
6 27 (1.83%) Facebook
6 27 (1.83%) New Relic
7 19 (1.28%) SAP
8 18 (1.22%) VMware
9 14 (0.95%) Sage
9 14 (0.95%) Talend
10 13 (0.88%) Atlassian
11 12 (0.81%) Zend
12 11 (0.74%) Twitter
12 11 (0.74%) WooCommerce
13 10 (0.68%) BT
13 10 (0.68%) Cisco
14 9 (0.61%) Adobe
14 9 (0.61%) Databricks