Period
to 28 January 2022

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 28 January 2022 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > England
6 months to
28 Jan 2022
Same period 2021 Same period 2020
Rank 252 320 351
Rank change year-on-year +68 +31 +132
Permanent jobs citing Amazon S3 1,577 580 1,055
As % of all permanent jobs advertised in England 1.40% 0.99% 0.91%
As % of the Cloud Services category 3.21% 2.39% 2.66%
Number of salaries quoted 956 476 881
10th Percentile £47,500 £42,500 £46,250
25th Percentile £57,500 £61,250 £55,375
Median annual salary (50th Percentile) £75,000 £73,250 £72,500
Median % change year-on-year +2.39% +1.03% +11.54%
75th Percentile £95,000 £102,500 £92,500
90th Percentile £122,500 £130,000 £122,500
UK median annual salary £75,000 £70,000 £70,000
% change year-on-year +7.14% - +7.69%

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 49,196 24,223 39,705
As % of all permanent IT jobs advertised in England 43.63% 41.42% 34.16%
Number of salaries quoted 34,225 20,863 32,863
10th Percentile £32,500 £32,500 £30,000
25th Percentile £43,750 £42,500 £40,000
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 £97,500 £91,250 £92,500
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 28 January 2022.

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 28 January 2022. 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
Jobs
London +31 1,031 £82,500 +3.13% 107
South East +36 199 £60,000 -4.00% 18
South West +11 90 £55,000 +19.57% 6
North of England -84 86 £65,000 +4.00% 25
Midlands -65 61 £62,500 -8.42% 20
East of England -59 60 £70,000 +33.33% 11
North West -45 56 £67,500 -3.57% 16
West Midlands -46 38 £62,500 - 9
Yorkshire -74 28 £57,500 -8.00% 7
East Midlands -39 23 £52,500 -29.05% 11
North East -35 2 - - 2
Amazon S3
UK

For the 6 months to 28 January 2022, 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 1,531 (97.08%) AWS
2 878 (55.68%) Python
3 807 (51.17%) Agile Software Development
4 783 (49.65%) Serverless
5 781 (49.52%) AWS Lambda
6 724 (45.91%) Amazon EC2
7 683 (43.31%) CI/CD
8 616 (39.06%) DevOps
9 586 (37.16%) Amazon RDS
10 559 (35.45%) Docker
11 516 (32.72%) JavaScript
12 509 (32.28%) Amazon DynamoDB
13 500 (31.71%) Software Engineering
14 449 (28.47%) Terraform
15 432 (27.39%) SQL
16 425 (26.95%) React
17 406 (25.75%) Finance
18 403 (25.55%) Amazon SQS
19 401 (25.43%) Java
20 398 (25.24%) Kubernetes
21 358 (22.70%) Azure
22 354 (22.45%) AWS CloudFormation
23 341 (21.62%) TypeScript
23 341 (21.62%) Full Stack Development
24 335 (21.24%) Linux
25 326 (20.67%) Analytics
26 282 (17.88%) Git (software)
27 274 (17.37%) Amazon ECS
28 261 (16.55%) Amazon CloudWatch
29 260 (16.49%) TDD

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
1 214 (13.57%) Apache
2 210 (13.32%) Apache Spark
3 122 (7.74%) Elasticsearch
4 103 (6.53%) Apache Airflow
5 36 (2.28%) SAS
6 29 (1.84%) Confluence
7 22 (1.40%) CMS
8 21 (1.33%) Luigi
9 18 (1.14%) IBM Domino
9 18 (1.14%) IIS
10 14 (0.89%) Jupyter
11 13 (0.82%) WordPress
12 12 (0.76%) nginx
13 10 (0.63%) Tomcat
14 8 (0.51%) SharePoint
15 5 (0.32%) Kentico
16 4 (0.25%) WebLogic
17 3 (0.19%) JBoss
17 3 (0.19%) Skype for Business
17 3 (0.19%) WebSphere
Applications
1 18 (1.14%) Spreadsheet
2 10 (0.63%) Microsoft Office
3 8 (0.51%) Microsoft Excel
4 7 (0.44%) Microsoft PowerPoint
4 7 (0.44%) Sketch
5 4 (0.25%) Adobe Premiere
5 4 (0.25%) Final Cut Pro
6 3 (0.19%) Photoshop
7 2 (0.13%) Weka
8 1 (0.063%) Adobe Creative Suite
8 1 (0.063%) Microsoft Project
Business Applications
1 52 (3.30%) Sentinel
2 7 (0.44%) Shopify
3 4 (0.25%) Payment Gateway
4 3 (0.19%) NetSuite
5 2 (0.13%) Dynamics CRM
5 2 (0.13%) Magento
6 1 (0.063%) FINCAD Analytics
6 1 (0.063%) JDE OneWorld
6 1 (0.063%) Maximo
6 1 (0.063%) Primavera
Cloud Services
1 1,531 (97.08%) AWS
2 783 (49.65%) Serverless
3 781 (49.52%) AWS Lambda
4 724 (45.91%) Amazon EC2
5 403 (25.55%) Amazon SQS
6 358 (22.70%) Azure
7 354 (22.45%) AWS CloudFormation
8 274 (17.37%) Amazon ECS
9 261 (16.55%) Amazon CloudWatch
10 228 (14.46%) CloudFront
11 226 (14.33%) GitHub
12 211 (13.38%) AWS Step Functions
13 190 (12.05%) Amazon EMR
13 190 (12.05%) GCP
14 176 (11.16%) Virtual Private Cloud
15 155 (9.83%) Amazon Kinesis
16 142 (9.00%) AWS CloudTrail
17 141 (8.94%) SaaS
18 136 (8.62%) Amazon EKS
19 94 (5.96%) Route 53
Communications & Networking
1 88 (5.58%) DNS
2 58 (3.68%) HTTP
3 49 (3.11%) Cisco IPT
4 38 (2.41%) AMQP
5 27 (1.71%) Firewall
6 19 (1.20%) TCP/IP
7 17 (1.08%) Internet
8 16 (1.01%) DKIM
8 16 (1.01%) DMARC
8 16 (1.01%) Reverse Proxy
9 15 (0.95%) SSH
9 15 (0.95%) VPN
10 8 (0.51%) Broadband
10 8 (0.51%) Network Security
11 7 (0.44%) IPv6
11 7 (0.44%) RTSP
11 7 (0.44%) UPnP
11 7 (0.44%) VoIP
12 5 (0.32%) Unified Communications
12 5 (0.32%) VLAN
Database & Business Intelligence
1 586 (37.16%) Amazon RDS
2 509 (32.28%) Amazon DynamoDB
3 260 (16.49%) PostgreSQL
4 248 (15.73%) Amazon Redshift
5 242 (15.35%) MySQL
6 209 (13.25%) Amazon Athena
7 201 (12.75%) NoSQL
8 194 (12.30%) Redis
9 168 (10.65%) Amazon Aurora
10 150 (9.51%) Data Warehouse
11 149 (9.45%) Data Lake
12 129 (8.18%) Big Data
13 125 (7.93%) Relational Database
14 106 (6.72%) Electronic Patient Records
14 106 (6.72%) MongoDB
15 102 (6.47%) Hadoop
16 82 (5.20%) SQL Server
17 65 (4.12%) Apache Ignite
18 62 (3.93%) BigQuery
19 53 (3.36%) Tableau
Development Applications
1 282 (17.88%) Git (software)
2 193 (12.24%) Jenkins
3 133 (8.43%) JIRA
4 108 (6.85%) GitLab
5 100 (6.34%) CircleCI
6 96 (6.09%) Bitbucket
7 74 (4.69%) Selenium
8 46 (2.92%) Cypress.io
9 37 (2.35%) webpack
10 30 (1.90%) Atlassian Bamboo
10 30 (1.90%) PHPUnit
11 27 (1.71%) Artifactory
12 24 (1.52%) Capybara
12 24 (1.52%) RSpec
13 22 (1.40%) Travis CI
14 21 (1.33%) Cucumber
15 20 (1.27%) JUnit
15 20 (1.27%) Pivotal Tracker
16 16 (1.01%) Maven
16 16 (1.01%) Storybook
General
1 406 (25.75%) Finance
2 177 (11.22%) Social Skills
3 174 (11.03%) Front Office
4 104 (6.59%) Analytical Skills
5 91 (5.77%) Games
6 82 (5.20%) Marketing
7 81 (5.14%) Retail
8 61 (3.87%) Banking
9 55 (3.49%) Automotive
10 24 (1.52%) Inclusion and Diversity
11 23 (1.46%) Law
12 20 (1.27%) Telecoms
13 16 (1.01%) Manufacturing
14 14 (0.89%) Legal
15 13 (0.82%) Presentation Skills
16 11 (0.70%) Investment Banking
16 11 (0.70%) Pharmaceutical
17 9 (0.57%) Back Office
17 9 (0.57%) Organisational Skills
17 9 (0.57%) Public Sector
Job Titles
1 536 (33.99%) Developer
2 326 (20.67%) Software Engineer
3 254 (16.11%) Data Engineer
4 239 (15.16%) AWS Engineer
5 175 (11.10%) DevOps Engineer
6 172 (10.91%) Developer/Software Engineer
7 132 (8.37%) Cloud Engineer
8 128 (8.12%) Senior Developer
9 126 (7.99%) Python Developer
10 116 (7.36%) Security Engineer
11 105 (6.66%) React Developer
12 97 (6.15%) Python Engineer
13 94 (5.96%) AWS DevOps
14 73 (4.63%) Senior Data Engineer
15 70 (4.44%) Architect
15 70 (4.44%) Backend Developer
15 70 (4.44%) Python Software Engineer
16 68 (4.31%) AWS DevOps Engineer
17 67 (4.25%) PHP Developer
18 65 (4.12%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 425 (26.95%) React
2 257 (16.30%) Node.js
3 225 (14.27%) AngularJS
4 201 (12.75%) Vue.js
5 187 (11.86%) Kafka
6 171 (10.84%) REST
7 164 (10.40%) XML
8 162 (10.27%) JSON
9 151 (9.58%) CSS
10 139 (8.81%) HTML
11 133 (8.43%) .NET
12 95 (6.02%) Django
13 91 (5.77%) GraphQL
14 85 (5.39%) Flask
15 84 (5.33%) Material-UI
16 76 (4.82%) WebSockets
17 65 (4.12%) Laravel
18 60 (3.80%) RESTful
19 58 (3.68%) CSS3
19 58 (3.68%) Jest
Miscellaneous
1 88 (5.58%) User Experience
2 78 (4.95%) Hedge funds
3 75 (4.76%) Derivative
4 74 (4.69%) Cloud Native
5 71 (4.50%) Social Media
6 69 (4.38%) Foreign Exchange (FX)
7 68 (4.31%) Equities
7 68 (4.31%) Fixed Income
8 52 (3.30%) Algorithms
9 50 (3.17%) Video\Live Streaming
10 49 (3.11%) Public Cloud
11 40 (2.54%) Data Structures
12 36 (2.28%) Self-Motivation
13 34 (2.16%) Mobile App
13 34 (2.16%) Video on Demand
14 27 (1.71%) Greenfield Project
15 21 (1.33%) Management Information System
16 18 (1.14%) iPhone
16 18 (1.14%) Photography
16 18 (1.14%) Smartphone
Operating Systems
1 335 (21.24%) Linux
2 189 (11.98%) Windows
3 71 (4.50%) Unix
4 59 (3.74%) Ubuntu
5 55 (3.49%) Mac OS
6 42 (2.66%) Windows Server
7 31 (1.97%) Android
8 25 (1.59%) Apple iOS
9 18 (1.14%) Red Hat Enterprise Linux
10 13 (0.82%) Mac OS X
11 10 (0.63%) Kali Linux
12 9 (0.57%) Mesosphere
13 7 (0.44%) VMS
14 6 (0.38%) Debian
15 5 (0.32%) OpenWrt
15 5 (0.32%) Windows Server 2019
16 4 (0.25%) CentOS
17 3 (0.19%) Solaris
17 3 (0.19%) Windows Server 2012
17 3 (0.19%) Windows Server 2016
Processes & Methodologies
1 807 (51.17%) Agile Software Development
2 683 (43.31%) CI/CD
3 616 (39.06%) DevOps
4 500 (31.71%) Software Engineering
5 341 (21.62%) Full Stack Development
6 326 (20.67%) Analytics
7 260 (16.49%) TDD
8 251 (15.92%) Microservices
9 210 (13.32%) ETL
10 203 (12.87%) Mentoring
11 198 (12.56%) Asset Management
12 191 (12.11%) Continuous Integration
13 190 (12.05%) Problem-Solving
14 186 (11.79%) Test Automation
15 164 (10.40%) Data Pipeline
16 155 (9.83%) Data Science
16 155 (9.83%) Infrastructure as Code
17 153 (9.70%) Fintech
18 152 (9.64%) Machine Learning
19 146 (9.26%) Visualisation
Programming Languages
1 878 (55.68%) Python
2 516 (32.72%) JavaScript
3 432 (27.39%) SQL
4 401 (25.43%) Java
5 341 (21.62%) TypeScript
6 233 (14.77%) Scala
7 192 (12.18%) PowerShell
8 168 (10.65%) C#
9 156 (9.89%) Bash
10 144 (9.13%) PHP
11 122 (7.74%) Ruby
12 113 (7.17%) Go
13 84 (5.33%) Kotlin
14 72 (4.57%) Perl
15 65 (4.12%) Clojure
16 54 (3.42%) VB
17 38 (2.41%) R
18 37 (2.35%) Java 8
19 30 (1.90%) ES6
20 29 (1.84%) T-SQL
Qualifications
1 202 (12.81%) Degree
2 111 (7.04%) AWS Certification
3 52 (3.30%) GCFA
3 52 (3.30%) GCFE
3 52 (3.30%) GCIA
3 52 (3.30%) GCIH
3 52 (3.30%) SANS
4 50 (3.17%) Computer Science Degree
5 49 (3.11%) (ISC)2 CCSP
5 49 (3.11%) Cisco Certification
5 49 (3.11%) CISSP
6 29 (1.84%) Security Cleared
7 17 (1.08%) Master's Degree
8 16 (1.01%) SC Cleared
9 14 (0.89%) CCSP
10 7 (0.44%) PhD
11 4 (0.25%) DBS Check
11 4 (0.25%) OCPJP
11 4 (0.25%) Oracle Certification
11 4 (0.25%) Sun Certification
Quality Assurance & Compliance
1 41 (2.60%) Data Quality
2 37 (2.35%) QA
3 32 (2.03%) Accessibility
4 29 (1.84%) CDISC
4 29 (1.84%) HL7
5 22 (1.40%) PCI DSS
6 10 (0.63%) SLA
7 7 (0.44%) SEPA
8 6 (0.38%) Sarbanes-Oxley
9 3 (0.19%) GDPR
10 2 (0.13%) IEC 62304
10 2 (0.13%) ISO 13485
10 2 (0.13%) ISO/IEC 27001
11 1 (0.063%) IFRS
11 1 (0.063%) IFRS 9
11 1 (0.063%) PMO
System Software
1 559 (35.45%) Docker
2 23 (1.46%) VMware Infrastructure
3 17 (1.08%) Virtual Machines
4 16 (1.01%) Active Directory
5 15 (0.95%) HDFS
6 12 (0.76%) Virtual Servers
7 11 (0.70%) Hyper-V
8 7 (0.44%) NFS
8 7 (0.44%) vSphere
9 5 (0.32%) Ceph
10 4 (0.25%) Apache Flume
11 3 (0.19%) Oracle RAC
12 2 (0.13%) Firmware
13 1 (0.063%) Slurm Workload Manager
13 1 (0.063%) VMware ESXi
13 1 (0.063%) VMware Workstation
Systems Management
1 449 (28.47%) Terraform
2 398 (25.24%) Kubernetes
3 117 (7.42%) Ansible
4 95 (6.02%) Opscode Chef
5 84 (5.33%) Puppet
6 72 (4.57%) Grafana
7 48 (3.04%) Prometheus
8 38 (2.41%) Kibana
9 21 (1.33%) Consul
10 17 (1.08%) Salt
11 13 (0.82%) Graphite
11 13 (0.82%) Graylog
11 13 (0.82%) Nagios
12 11 (0.70%) Istio
13 9 (0.57%) logstash
13 9 (0.57%) Opsgenie
13 9 (0.57%) Packer
14 8 (0.51%) Automic
15 6 (0.38%) Oozie
15 6 (0.38%) Rancher
Vendors
1 130 (8.24%) Microsoft
2 81 (5.14%) Google
3 76 (4.82%) Databricks
4 53 (3.36%) Talend
5 46 (2.92%) Oracle
6 38 (2.41%) VMware
7 33 (2.09%) Alteryx
8 32 (2.03%) Apple
9 27 (1.71%) Informatica
9 27 (1.71%) Splunk
10 25 (1.59%) New Relic
11 24 (1.52%) Zend
12 19 (1.20%) Atlassian
13 18 (1.14%) SaltStack
14 16 (1.01%) Facebook
15 15 (0.95%) Red Hat
16 14 (0.89%) ServiceNow
17 13 (0.82%) Cadence
17 13 (0.82%) SAP
18 12 (0.76%) Cognizant