Period
to 15 June 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 15 June 2021 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > England
6 months to
15 Jun 2021
Same period 2020 Same period 2019
Rank 283 375 411
Rank change year-on-year +92 +36 +112
Permanent jobs citing Amazon S3 1,038 609 1,014
As % of all permanent jobs advertised in England 1.16% 0.79% 0.76%
As % of the Cloud Services category 2.76% 2.21% 2.60%
Number of salaries quoted 640 479 722
10th Percentile £41,250 £45,000 £42,500
25th Percentile £55,000 £52,500 £55,000
Median annual salary (50th Percentile) £75,000 £65,000 £67,500
Median % change year-on-year +15.38% -3.70% +3.85%
75th Percentile £95,000 £80,000 £85,000
90th Percentile £126,250 £88,750 £95,000
UK median annual salary £75,000 £65,000 £67,500
% change year-on-year +15.38% -3.70% +3.85%

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 37,543 27,515 38,987
As % of all permanent IT jobs advertised in England 41.86% 35.66% 29.32%
Number of salaries quoted 28,533 22,797 32,088
10th Percentile £33,000 £32,154 £30,750
25th Percentile £42,500 £42,500 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% +4.76%
75th Percentile £77,500 £76,250 £75,000
90th Percentile £95,000 £93,750 £87,500
UK median annual salary £57,500 £57,000 £55,000
% change year-on-year +0.88% +3.64% +4.76%

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 15 June 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 15 June 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 +110 804 £83,500 +19.29% 79
South East +22 81 £61,250 +2.08% 16
North of England -57 68 £60,000 - 24
South West -45 45 £37,500 -34.78% 9
Yorkshire -45 32 £60,000 -4.00% 14
North West -49 25 £60,000 - 7
East of England -1 19 £57,500 -14.81% 7
Midlands -63 14 £62,500 +12.11% 11
West Midlands -56 12 £73,000 +44.55% 8
North East - 11 £45,000 - 3
East Midlands -32 2 £50,000 -33.33% 3
Amazon S3
UK

For the 6 months to 15 June 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 1,007 (97.01%) AWS
2 594 (57.23%) Serverless
3 579 (55.78%) AWS Lambda
4 507 (48.84%) Agile Software Development
5 493 (47.50%) Amazon EC2
6 458 (44.12%) Python
7 442 (42.58%) JavaScript
8 372 (35.84%) Amazon RDS
9 363 (34.97%) Docker
10 343 (33.04%) SQL
11 338 (32.56%) Kubernetes
12 334 (32.18%) React
13 327 (31.50%) Amazon DynamoDB
14 320 (30.83%) DevOps
15 313 (30.15%) Software Engineering
16 306 (29.48%) Finance
17 289 (27.84%) Terraform
18 283 (27.26%) TypeScript
19 282 (27.17%) Node.js
20 263 (25.34%) Amazon SQS
21 249 (23.99%) Java
22 222 (21.39%) Git (software)
23 207 (19.94%) Web Services
24 204 (19.65%) AWS CloudFormation
24 204 (19.65%) Microservices
25 198 (19.08%) PostgreSQL
26 182 (17.53%) Linux
27 164 (15.80%) CSS
28 155 (14.93%) AngularJS
29 151 (14.55%) CloudFront

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
1 108 (10.40%) Elasticsearch
2 93 (8.96%) Apache
3 63 (6.07%) Apache Spark
4 57 (5.49%) Apache Airflow
5 53 (5.11%) Confluence
6 33 (3.18%) WordPress
7 31 (2.99%) Cloud Foundry
8 20 (1.93%) CMS
9 17 (1.64%) nginx
10 15 (1.45%) IIS
11 11 (1.06%) Luigi
12 4 (0.39%) Jetty
12 4 (0.39%) OpenStack
12 4 (0.39%) Oracle Workflow
13 2 (0.19%) Tomcat
13 2 (0.19%) Umbraco
14 1 (0.096%) Apache Solr
14 1 (0.096%) Moodle
14 1 (0.096%) SAS
Applications
1 1 (0.096%) Adobe Premiere
1 1 (0.096%) Final Cut Pro
1 1 (0.096%) Microsoft Excel
Business Applications
1 16 (1.54%) Magento
2 10 (0.96%) Shopify
3 1 (0.096%) Payment Gateway
Cloud Services
1 1,007 (97.01%) AWS
2 594 (57.23%) Serverless
3 579 (55.78%) AWS Lambda
4 493 (47.50%) Amazon EC2
5 263 (25.34%) Amazon SQS
6 204 (19.65%) AWS CloudFormation
7 151 (14.55%) CloudFront
8 150 (14.45%) Virtual Private Cloud
9 144 (13.87%) Amazon ECS
10 126 (12.14%) Azure
11 108 (10.40%) AWS Step Functions
12 107 (10.31%) Amazon CloudWatch
13 96 (9.25%) GitHub
14 91 (8.77%) Route 53
14 91 (8.77%) SaaS
15 84 (8.09%) GCP
16 79 (7.61%) Amazon Cognito
17 77 (7.42%) Amazon EKS
17 77 (7.42%) Amazon ELB
18 63 (6.07%) AWS Fargate
Communications & Networking
1 37 (3.56%) DNS
2 31 (2.99%) Internet
3 30 (2.89%) HTTP
4 13 (1.25%) Network Security
4 13 (1.25%) SSH
5 10 (0.96%) FTP
6 8 (0.77%) TCP/IP
7 7 (0.67%) Broadband
7 7 (0.67%) Extranet
7 7 (0.67%) Intranet
8 6 (0.58%) Firewall
9 5 (0.48%) VPN
10 4 (0.39%) BIG-IP
10 4 (0.39%) VSAN
11 3 (0.29%) AMQP
11 3 (0.29%) DHCP
11 3 (0.29%) SMS
12 2 (0.19%) Cisco IPT
12 2 (0.19%) SAN
13 1 (0.096%) VLAN
Database & Business Intelligence
1 372 (35.84%) Amazon RDS
2 327 (31.50%) Amazon DynamoDB
3 198 (19.08%) PostgreSQL
4 144 (13.87%) MySQL
5 116 (11.18%) Amazon Redshift
6 98 (9.44%) NoSQL
7 95 (9.15%) Data Warehouse
8 84 (8.09%) SQL Server
9 77 (7.42%) Big Data
9 77 (7.42%) Redis
10 61 (5.88%) MongoDB
11 58 (5.59%) Relational Database
12 53 (5.11%) Data Lake
13 52 (5.01%) Apache Ignite
14 49 (4.72%) Tableau
15 48 (4.62%) Amazon Athena
16 34 (3.28%) Amazon Aurora
17 31 (2.99%) BigQuery
18 25 (2.41%) Apache Hive
19 23 (2.22%) Hadoop
Development Applications
1 222 (21.39%) Git (software)
2 136 (13.10%) Jenkins
3 114 (10.98%) JIRA
4 66 (6.36%) GitLab
5 44 (4.24%) Bitbucket
6 41 (3.95%) TeamCity
7 38 (3.66%) webpack
8 33 (3.18%) Selenium
9 29 (2.79%) JUnit
10 25 (2.41%) Atlassian Bamboo
11 24 (2.31%) EasyMock
12 23 (2.22%) Babel
12 23 (2.22%) Cypress.io
13 21 (2.02%) CircleCI
14 17 (1.64%) Cucumber
15 16 (1.54%) Postman
15 16 (1.54%) SpecFlow
16 15 (1.45%) NUnit
17 14 (1.35%) Log4Net
17 14 (1.35%) Visual Studio
General
1 306 (29.48%) Finance
2 142 (13.68%) Front Office
3 137 (13.20%) Social Skills
4 61 (5.88%) Games
5 57 (5.49%) Public Sector
6 49 (4.72%) Legal
7 45 (4.34%) Marketing
8 36 (3.47%) Analytical Skills
8 36 (3.47%) Presentation Skills
9 34 (3.28%) Law
10 33 (3.18%) Local Government
11 29 (2.79%) Retail
12 22 (2.12%) Banking
13 16 (1.54%) Telecoms
14 11 (1.06%) Advertising
14 11 (1.06%) Back Office
15 9 (0.87%) Automotive
15 9 (0.87%) Wearables
16 7 (0.67%) Electronics
16 7 (0.67%) Manufacturing
Job Titles
1 425 (40.94%) Developer
2 206 (19.85%) Software Engineer
3 112 (10.79%) DevOps Engineer
4 107 (10.31%) React Developer
5 102 (9.83%) Data Engineer
6 98 (9.44%) AWS Engineer
7 92 (8.86%) Senior Developer
8 90 (8.67%) Python Engineer
9 83 (8.00%) Developer/Software Engineer
10 77 (7.42%) Python Developer
11 76 (7.32%) AWS Developer
12 65 (6.26%) Senior Software Engineer
13 64 (6.17%) JavaScript Developer
14 60 (5.78%) Full Stack Developer
15 58 (5.59%) Python Software Engineer
16 48 (4.62%) AWS DevOps
17 46 (4.43%) JavaScript Engineer
18 44 (4.24%) Senior DevOps
18 44 (4.24%) Senior DevOps Engineer
19 39 (3.76%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 334 (32.18%) React
2 282 (27.17%) Node.js
3 207 (19.94%) Web Services
4 164 (15.80%) CSS
5 155 (14.93%) AngularJS
6 135 (13.01%) .NET
7 119 (11.46%) HTML
8 109 (10.50%) Vue.js
9 104 (10.02%) RESTful
10 103 (9.92%) REST
11 90 (8.67%) GraphQL
12 81 (7.80%) Material-UI
13 76 (7.32%) Kafka
14 63 (6.07%) .NET Core
15 62 (5.97%) Jest
16 59 (5.68%) React Native
17 57 (5.49%) Ruby on Rails
18 41 (3.95%) Serverless Framework
19 39 (3.76%) Elastic Stack
19 39 (3.76%) Sass
Miscellaneous
1 73 (7.03%) Equities
1 73 (7.03%) User Experience
2 67 (6.45%) Hedge funds
3 59 (5.68%) Fixed Income
4 58 (5.59%) Derivative
5 56 (5.39%) Foreign Exchange (FX)
6 42 (4.05%) Self-Motivation
7 31 (2.99%) Blog
8 30 (2.89%) Virtual Team
9 25 (2.41%) Data Structures
10 24 (2.31%) Algorithms
11 23 (2.22%) Mobile App
11 23 (2.22%) NHS
12 19 (1.83%) Linux Command Line
13 13 (1.25%) Greenfield Project
14 10 (0.96%) Augmented Reality
14 10 (0.96%) BYOD
15 9 (0.87%) Data Protection Act
15 9 (0.87%) Social Media
15 9 (0.87%) Video Conferencing
Operating Systems
1 182 (17.53%) Linux
2 64 (6.17%) Windows
3 54 (5.20%) Unix
4 53 (5.11%) Android
5 46 (4.43%) Apple iOS
6 39 (3.76%) Ubuntu
7 22 (2.12%) Windows Server
8 20 (1.93%) CentOS
9 18 (1.73%) Red Hat Enterprise Linux
10 8 (0.77%) VMS
11 5 (0.48%) Debian
12 4 (0.39%) Kali Linux
13 3 (0.29%) Windows Server 2012
14 1 (0.096%) Fedora
14 1 (0.096%) Mac OS
14 1 (0.096%) Mac OS X
Processes & Methodologies
1 507 (48.84%) Agile Software Development
2 320 (30.83%) DevOps
3 313 (30.15%) Software Engineering
4 204 (19.65%) Microservices
5 141 (13.58%) Asset Management
6 134 (12.91%) Analytics
7 129 (12.43%) ETL
8 117 (11.27%) Scrum
9 116 (11.18%) Test Automation
10 115 (11.08%) Continuous Integration
11 114 (10.98%) Machine Learning
12 106 (10.21%) TDD
13 105 (10.12%) Problem-Solving
14 104 (10.02%) Fintech
14 104 (10.02%) Infrastructure as Code
15 100 (9.63%) Mentoring
16 95 (9.15%) Investment Management
17 90 (8.67%) Computer Science
18 89 (8.57%) OO
19 88 (8.48%) Data Science
Programming Languages
1 458 (44.12%) Python
2 442 (42.58%) JavaScript
3 343 (33.04%) SQL
4 283 (27.26%) TypeScript
5 249 (23.99%) Java
6 147 (14.16%) C#
7 96 (9.25%) Scala
8 83 (8.00%) PHP
9 72 (6.94%) Bash Shell
10 69 (6.65%) Kotlin
11 67 (6.45%) Ruby
12 65 (6.26%) ES6
13 57 (5.49%) PowerShell
14 53 (5.11%) Clojure
15 42 (4.05%) Go
16 25 (2.41%) Shell Script
17 15 (1.45%) VB.NET
18 14 (1.35%) C
18 14 (1.35%) C++
18 14 (1.35%) R
Qualifications
1 102 (9.83%) Degree
2 43 (4.14%) Computer Science Degree
3 31 (2.99%) AWS Certification
4 17 (1.64%) Numerate Degree
5 11 (1.06%) Security Cleared
6 10 (0.96%) SC Cleared
7 6 (0.58%) PhD
8 4 (0.39%) CISSP
9 3 (0.29%) (ISC)2 CCSP
9 3 (0.29%) Cisco Certification
10 2 (0.19%) ISTQB
10 2 (0.19%) ISTQB Foundation Certification
11 1 (0.096%) CCSP
11 1 (0.096%) CISA
11 1 (0.096%) CISM
11 1 (0.096%) DV Cleared
11 1 (0.096%) MBA
11 1 (0.096%) PMI Certification
Quality Assurance & Compliance
1 42 (4.05%) QA
2 11 (1.06%) HIPAA
3 10 (0.96%) Sarbanes-Oxley
4 8 (0.77%) SLA
5 7 (0.67%) Data Quality
6 4 (0.39%) Accessibility
6 4 (0.39%) GDPR
7 3 (0.29%) IEC 62304
7 3 (0.29%) ISO 13485
7 3 (0.29%) ISO/IEC 27001
8 2 (0.19%) MiFID
8 2 (0.19%) PMO
9 1 (0.096%) Actionable Recommendations
9 1 (0.096%) NIST
9 1 (0.096%) PCI DSS
9 1 (0.096%) SEPA
9 1 (0.096%) SOC 2
System Software
1 363 (34.97%) Docker
2 15 (1.45%) Active Directory
3 9 (0.87%) Firmware
4 8 (0.77%) HDFS
5 7 (0.67%) VMware Infrastructure
6 6 (0.58%) Ceph
7 5 (0.48%) VMware ESXi
8 2 (0.19%) Apache ZooKeeper
9 1 (0.096%) GridGain
9 1 (0.096%) NFS
9 1 (0.096%) Oracle RAC
9 1 (0.096%) Virtual Machines
9 1 (0.096%) Virtual Servers
9 1 (0.096%) vSphere
Systems Management
1 338 (32.56%) Kubernetes
2 289 (27.84%) Terraform
3 71 (6.84%) Ansible
4 40 (3.85%) Grafana
5 29 (2.79%) Puppet
6 23 (2.22%) Prometheus
7 16 (1.54%) Opscode Chef
7 16 (1.54%) Packer
8 15 (1.45%) Opsgenie
8 15 (1.45%) Rancher
9 14 (1.35%) Graphite
9 14 (1.35%) Graylog
10 10 (0.96%) Rundeck
11 7 (0.67%) Nagios
12 6 (0.58%) Galera Cluster
12 6 (0.58%) Kibana
13 5 (0.48%) Failover Clustering
14 4 (0.39%) Docker Swarm
14 4 (0.39%) Rsyslog
14 4 (0.39%) Salt
Vendors
1 56 (5.39%) Oracle
2 41 (3.95%) Google
3 38 (3.66%) Microsoft
4 24 (2.31%) Splunk
5 21 (2.02%) SAP
6 19 (1.83%) YouTube
7 18 (1.73%) New Relic
8 17 (1.64%) Salesforce.com
9 16 (1.54%) WooCommerce
10 14 (1.35%) Instagram
11 13 (1.25%) Databricks
11 13 (1.25%) VMware
12 12 (1.16%) Atlassian
12 12 (1.16%) Spotify
13 10 (0.96%) Alteryx
13 10 (0.96%) IBM
13 10 (0.96%) Red Hat
13 10 (0.96%) Sage
13 10 (0.96%) Zend
14 9 (0.87%) Cisco