Period
to

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 23 May 2022 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK
6 months to
23 May 2022
Same period 2021 Same period 2020
Rank 240 304 398
Rank change year-on-year +64 +94 +23
Permanent jobs citing Amazon S3 2,661 933 690
As % of all permanent jobs advertised in the UK 1.63% 1.02% 0.74%
As % of the Cloud Services category 3.61% 2.42% 2.09%
Number of salaries quoted 1,048 633 552
10th Percentile £45,000 £41,250 £45,000
25th Percentile £56,250 £52,500 £52,500
Median annual salary (50th Percentile) £77,500 £70,000 £65,000
Median % change year-on-year +10.71% +7.69% -0.76%
75th Percentile £93,750 £92,500 £80,000
90th Percentile £110,000 £115,000 £93,750
UK excluding London median annual salary £70,000 £55,000 £57,500
% change year-on-year +27.27% -4.35% -4.17%

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 73,739 38,533 32,952
As % of all permanent IT jobs advertised in the UK 45.24% 41.95% 35.46%
Number of salaries quoted 38,113 30,451 27,107
10th Percentile £33,000 £32,500 £31,250
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -
75th Percentile £81,250 £77,500 £75,000
90th Percentile £97,500 £92,500 £93,750
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 23 May 2022.

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 23 May 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
England +61 2,215 £78,750 +5.00% 127
London +3 1,615 £80,000 - 75
Work from Home +41 1,490 £80,000 +3.23% 66
UK excluding London +85 591 £70,000 +27.27% 64
South East -18 146 £72,500 +11.54% 12
South West +62 136 £80,000 +113.33% 11
North of England -5 130 £62,500 +4.17% 19
Midlands +16 90 £67,500 -7.53% 3
North West -31 71 £62,500 -10.71% 8
Yorkshire -5 58 £67,500 +17.39% 10
East of England -47 53 £68,500 +52.22% 6
East Midlands +20 48 £60,000 +20.00%
West Midlands -8 42 £70,000 -16.17% 3
Scotland -59 29 £67,500 +28.57% 11
Wales -30 11 £67,500 -5.26% 1
Northern Ireland -26 3 £69,500 +29.30% 1
North East -22 1 £45,000 - 1

For the 6 months to 23 May 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 with a requirement for Amazon S3.

1 2,558 (96.13%) AWS
2 1,456 (54.72%) Python
3 1,307 (49.12%) Serverless
4 1,266 (47.58%) Agile
5 1,259 (47.31%) AWS Lambda
6 1,123 (42.20%) Docker
7 1,116 (41.94%) Amazon EC2
8 1,066 (40.06%) Software Engineering
9 1,055 (39.65%) CI/CD
10 1,013 (38.07%) DevOps
11 957 (35.96%) SQL
12 799 (30.03%) Kubernetes
13 788 (29.61%) Terraform
14 778 (29.24%) Amazon RDS
15 758 (28.49%) React
16 737 (27.70%) Finance
17 732 (27.51%) JavaScript
18 726 (27.28%) Java
19 670 (25.18%) Git (software)
20 654 (24.58%) Microservices
21 631 (23.71%) Amazon DynamoDB
22 607 (22.81%) Amazon SQS
22 607 (22.81%) PostgreSQL
23 591 (22.21%) GCP
24 578 (21.72%) Jenkins
25 575 (21.61%) Analytics
26 561 (21.08%) Full Stack Development
27 552 (20.74%) Infrastructure as Code
28 540 (20.29%) Azure
29 537 (20.18%) Linux

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
1 368 (13.83%) Elasticsearch
2 317 (11.91%) Apache Spark
3 248 (9.32%) Apache Airflow
4 201 (7.55%) Apache
5 85 (3.19%) Confluence
6 61 (2.29%) Cloud Foundry
7 49 (1.84%) Jupyter
8 44 (1.65%) SAS
9 42 (1.58%) CMS
10 38 (1.43%) Luigi
11 23 (0.86%) Drupal
12 22 (0.83%) nginx
13 19 (0.71%) Tomcat
14 18 (0.68%) WordPress
15 12 (0.45%) IIS
15 12 (0.45%) SharePoint
16 9 (0.34%) Apache Pulsar
17 8 (0.30%) Skype for Business
18 6 (0.23%) DNN
18 6 (0.23%) OpenStack
Applications
1 18 (0.68%) Microsoft Office
2 14 (0.53%) Microsoft PowerPoint
3 9 (0.34%) Microsoft Excel
4 8 (0.30%) Photoshop
4 8 (0.30%) Sketch
5 5 (0.19%) MS Visio
6 1 (0.038%) Adobe Creative Suite
6 1 (0.038%) Chatbot
Business Applications
1 19 (0.71%) Shopify
2 13 (0.49%) Payment Gateway
3 6 (0.23%) Dynamics CRM
3 6 (0.23%) NetSuite
4 3 (0.11%) Salesforce.com CRM
5 2 (0.075%) Magento
6 1 (0.038%) SAP Oil and Gas
Cloud Services
1 2,558 (96.13%) AWS
2 1,307 (49.12%) Serverless
3 1,259 (47.31%) AWS Lambda
4 1,116 (41.94%) Amazon EC2
5 607 (22.81%) Amazon SQS
6 591 (22.21%) GCP
7 540 (20.29%) Azure
8 494 (18.56%) AWS CloudFormation
9 457 (17.17%) Amazon ECS
10 431 (16.20%) GitHub
11 419 (15.75%) CloudFront
12 374 (14.05%) Amazon CloudWatch
13 326 (12.25%) Amazon Kinesis
14 315 (11.84%) SaaS
15 286 (10.75%) Virtual Private Cloud
16 261 (9.81%) Amazon EMR
17 254 (9.55%) Route 53
18 251 (9.43%) Amazon EKS
19 162 (6.09%) Amazon ElastiCache
20 153 (5.75%) Cloudflare
Communications & Networking
1 154 (5.79%) DNS
2 68 (2.56%) HTTP
3 43 (1.62%) Internet
4 40 (1.50%) TCP/IP
5 31 (1.16%) DHCP
6 30 (1.13%) Firewall
7 29 (1.09%) VPN
8 25 (0.94%) DKIM
8 25 (0.94%) DMARC
9 24 (0.90%) AMQP
9 24 (0.90%) Network Security
9 24 (0.90%) WebEx
10 21 (0.79%) DSL
11 12 (0.45%) Skype
12 11 (0.41%) HTTPS
12 11 (0.41%) RTSP
12 11 (0.41%) SMS
13 10 (0.38%) VoIP
14 9 (0.34%) RIP
14 9 (0.34%) SSL
Database & Business Intelligence
1 778 (29.24%) Amazon RDS
2 631 (23.71%) Amazon DynamoDB
3 607 (22.81%) PostgreSQL
4 457 (17.17%) MySQL
5 398 (14.96%) Amazon Athena
6 395 (14.84%) Amazon Redshift
7 330 (12.40%) NoSQL
8 325 (12.21%) Data Warehouse
9 275 (10.33%) Redis
10 257 (9.66%) Data Lake
11 246 (9.24%) Relational Database
12 227 (8.53%) Amazon Aurora
13 212 (7.97%) Big Data
14 184 (6.91%) BigQuery
15 183 (6.88%) MongoDB
16 168 (6.31%) Hadoop
17 155 (5.82%) Electronic Patient Records
18 126 (4.74%) SQL Server
19 114 (4.28%) Apache Hive
20 95 (3.57%) Power BI
Development Applications
1 670 (25.18%) Git (software)
2 578 (21.72%) Jenkins
3 296 (11.12%) JIRA
4 201 (7.55%) Bitbucket
5 162 (6.09%) GitLab
6 152 (5.71%) Cypress.io
7 129 (4.85%) CircleCI
8 108 (4.06%) Travis CI
9 86 (3.23%) TeamCity
10 76 (2.86%) Storybook
11 69 (2.59%) IBM UrbanCode
11 69 (2.59%) Octopus Deploy
11 69 (2.59%) Team Foundation Server
12 63 (2.37%) JUnit
12 63 (2.37%) Selenium
13 58 (2.18%) Cucumber
14 53 (1.99%) Maven
15 50 (1.88%) Atlassian Bamboo
16 46 (1.73%) Artifactory
16 46 (1.73%) webpack
General
1 737 (27.70%) Finance
2 415 (15.60%) Social Skills
3 245 (9.21%) Analytical Skills
4 150 (5.64%) Banking
5 148 (5.56%) Retail
6 139 (5.22%) Marketing
7 113 (4.25%) Games
8 88 (3.31%) Inclusion and Diversity
9 85 (3.19%) Legal
10 76 (2.86%) Presentation Skills
10 76 (2.86%) Public Sector
11 65 (2.44%) Telecoms
12 60 (2.25%) Law
13 47 (1.77%) Front Office
14 45 (1.69%) Publishing
15 42 (1.58%) Advertising
15 42 (1.58%) Automotive
15 42 (1.58%) Aviation
16 38 (1.43%) Influencing Skills
17 37 (1.39%) Manufacturing
Job Titles
1 681 (25.59%) Developer
2 511 (19.20%) Software Engineer
3 505 (18.98%) Data Engineer
4 291 (10.94%) DevOps Engineer
5 253 (9.51%) Senior Software Engineer
6 247 (9.28%) AWS Engineer
7 188 (7.07%) Cloud Engineer
8 164 (6.16%) Full Stack Developer
9 142 (5.34%) Senior Developer
10 131 (4.92%) Senior Data Engineer
11 124 (4.66%) Java Developer
12 119 (4.47%) Architect
13 118 (4.43%) Site Reliability Engineer
14 101 (3.80%) Java Engineer
15 93 (3.49%) Site Engineer
16 92 (3.46%) Senior DevOps
17 84 (3.16%) Front End Developer (Client-Side Developer)
18 78 (2.93%) Python Developer
18 78 (2.93%) Senior DevOps Engineer
19 74 (2.78%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 758 (28.49%) React
2 473 (17.78%) Node.js
3 421 (15.82%) REST
4 372 (13.98%) AngularJS
5 363 (13.64%) Kafka
6 342 (12.85%) CSS
7 284 (10.67%) HTML
8 269 (10.11%) .NET
9 239 (8.98%) Vue.js
10 223 (8.38%) GraphQL
11 222 (8.34%) Jest
12 206 (7.74%) Spring
13 200 (7.52%) Elastic Stack
14 182 (6.84%) Web Services
15 180 (6.76%) XML
16 162 (6.09%) Ruby on Rails
17 159 (5.98%) RESTful
18 155 (5.82%) Django
19 147 (5.52%) PySpark
20 144 (5.41%) Spring Boot
Miscellaneous
1 252 (9.47%) Cloud Native
2 185 (6.95%) User Experience
3 184 (6.91%) Algorithms
4 117 (4.40%) Mobile App
5 112 (4.21%) Data Structures
6 93 (3.49%) Greenfield Project
7 81 (3.04%) Public Cloud
8 73 (2.74%) Hedge funds
9 72 (2.71%) NHS
10 64 (2.41%) Blog
11 58 (2.18%) Legacy Systems
12 56 (2.10%) Linux Command Line
13 51 (1.92%) Management Information System
14 46 (1.73%) Self-Motivation
14 46 (1.73%) Virtual Team
15 42 (1.58%) Sports Betting
16 39 (1.47%) PlayStation
16 39 (1.47%) Social Media
17 37 (1.39%) Replication
18 35 (1.32%) Digital Media
Operating Systems
1 537 (20.18%) Linux
2 208 (7.82%) Windows
3 129 (4.85%) Ubuntu
4 74 (2.78%) Unix
4 74 (2.78%) Windows Server
5 69 (2.59%) Mesosphere
6 48 (1.80%) Apple iOS
7 36 (1.35%) Android
8 16 (0.60%) Mac OS
9 12 (0.45%) Red Hat Enterprise Linux
9 12 (0.45%) Windows Server 2012
9 12 (0.45%) Windows Server 2016
10 11 (0.41%) VMS
11 10 (0.38%) Debian
12 9 (0.34%) CentOS
12 9 (0.34%) Windows Server 2019
13 8 (0.30%) Kali Linux
14 7 (0.26%) Solaris
15 6 (0.23%) OpenWrt
15 6 (0.23%) Windows Server 2008
Processes & Methodologies
1 1,266 (47.58%) Agile
2 1,066 (40.06%) Software Engineering
3 1,055 (39.65%) CI/CD
4 1,013 (38.07%) DevOps
5 654 (24.58%) Microservices
6 575 (21.61%) Analytics
7 561 (21.08%) Full Stack Development
8 552 (20.74%) Infrastructure as Code
9 523 (19.65%) TDD
10 498 (18.71%) Data Science
11 403 (15.14%) Machine Learning
12 395 (14.84%) Data Engineering
13 386 (14.51%) Mentoring
14 379 (14.24%) Continuous Integration
15 364 (13.68%) Data Pipeline
16 358 (13.45%) Test Automation
17 343 (12.89%) Pair Programming
17 343 (12.89%) Problem-Solving
18 328 (12.33%) ETL
19 305 (11.46%) BDD
Programming Languages
1 1,456 (54.72%) Python
2 957 (35.96%) SQL
3 732 (27.51%) JavaScript
4 726 (27.28%) Java
5 459 (17.25%) TypeScript
6 271 (10.18%) Bash
7 265 (9.96%) Scala
8 264 (9.92%) Go
9 251 (9.43%) Ruby
10 202 (7.59%) C#
11 199 (7.48%) PHP
12 134 (5.04%) PowerShell
13 88 (3.31%) Kotlin
14 78 (2.93%) ES6
15 75 (2.82%) Shell Script
16 41 (1.54%) C++
17 39 (1.47%) C
17 39 (1.47%) R
18 34 (1.28%) T-SQL
19 30 (1.13%) Perl
Qualifications
1 287 (10.79%) Degree
2 155 (5.82%) Computer Science Degree
3 95 (3.57%) AWS Certification
3 95 (3.57%) Security Cleared
4 62 (2.33%) SC Cleared
5 54 (2.03%) Numerate Degree
6 26 (0.98%) PMI Certification
7 12 (0.45%) ITIL Certification
7 12 (0.45%) Master's Degree
8 11 (0.41%) BPSS Clearance
9 10 (0.38%) Cisco Certification
9 10 (0.38%) DBS Check
10 9 (0.34%) CTC Cleared
10 9 (0.34%) Microsoft Certification
11 8 (0.30%) ITIL Foundation Certificate
11 8 (0.30%) MCSA
12 7 (0.26%) CCNA
13 6 (0.23%) MCTS
13 6 (0.23%) PMP
14 5 (0.19%) CCNP
Quality Assurance & Compliance
1 145 (5.45%) QA
2 115 (4.32%) Data Quality
3 44 (1.65%) HL7
4 40 (1.50%) GDPR
5 36 (1.35%) CDISC
6 34 (1.28%) Accessibility
7 23 (0.86%) PCI DSS
8 15 (0.56%) SLA
9 14 (0.53%) SEPA
10 8 (0.30%) HIPAA
11 6 (0.23%) GxP
12 5 (0.19%) ISO/IEC 27001
13 2 (0.075%) PMO
14 1 (0.038%) GLBA
14 1 (0.038%) NIST
14 1 (0.038%) Sarbanes-Oxley
14 1 (0.038%) SSAE 16
System Software
1 1,123 (42.20%) Docker
2 46 (1.73%) Active Directory
3 40 (1.50%) Apache Flume
4 17 (0.64%) VMware Infrastructure
5 12 (0.45%) Virtual Machines
6 11 (0.41%) Virtual Servers
7 7 (0.26%) NFS
8 6 (0.23%) HDFS
9 5 (0.19%) Ceph
9 5 (0.19%) Veritas Volume Manager
10 3 (0.11%) zsh
11 2 (0.075%) Apache ZooKeeper
11 2 (0.075%) etcd
11 2 (0.075%) Hyper-V
11 2 (0.075%) Samba
12 1 (0.038%) DRBD
12 1 (0.038%) KVM
12 1 (0.038%) Oracle RAC
12 1 (0.038%) VMware ESXi
Systems Management
1 799 (30.03%) Kubernetes
2 788 (29.61%) Terraform
3 268 (10.07%) Ansible
4 249 (9.36%) Grafana
5 204 (7.67%) Prometheus
6 183 (6.88%) Puppet
7 176 (6.61%) Kibana
8 161 (6.05%) Opscode Chef
9 95 (3.57%) Consul
10 89 (3.34%) logstash
11 69 (2.59%) Automic
12 45 (1.69%) Oozie
13 34 (1.28%) Graphite
14 30 (1.13%) Packer
15 23 (0.86%) Rancher
16 22 (0.83%) Docker Swarm
17 21 (0.79%) Kubeflow
17 21 (0.79%) StatsD
18 17 (0.64%) Nagios
19 16 (0.60%) Graylog
Vendors
1 261 (9.81%) Google
2 162 (6.09%) Microsoft
3 155 (5.82%) Splunk
4 108 (4.06%) Oracle
5 105 (3.95%) Databricks
6 100 (3.76%) New Relic
7 67 (2.52%) Talend
8 65 (2.44%) Zend
9 50 (1.88%) Alteryx
10 47 (1.77%) Cloudera
11 44 (1.65%) BT
12 39 (1.47%) Atlassian
13 36 (1.35%) AppDynamics
14 33 (1.24%) IBM
15 32 (1.20%) Salesforce.com
16 31 (1.16%) Cadence
17 29 (1.09%) Hitachi
17 29 (1.09%) Informatica
18 28 (1.05%) PagerDuty
19 26 (0.98%) Snapchat