Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 30 June 2022 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > England
6 months to
30 Jun 2022		 Same period 2021 Same period 2020
Rank 250 277 372
Rank change year-on-year +27 +95 +45
Permanent jobs citing Amazon S3 2,283 1,150 598
As % of all permanent jobs advertised in England 1.53% 1.22% 0.82%
As % of the Cloud Services category 3.46% 2.81% 2.26%
Number of salaries quoted 986 676 468
10th Percentile £43,750 £41,250 £43,750
25th Percentile £55,000 £55,000 £52,500
Median annual salary (50th Percentile) £75,000 £77,500 £65,000
Median % change year-on-year -3.23% +19.23% -7.14%
75th Percentile £93,750 £97,500 £80,000
90th Percentile £112,500 £126,250 £95,000
UK median annual salary £75,000 £75,000 £65,000
% change year-on-year - +15.38% -7.14%

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 65,957 40,886 26,479
As % of all permanent IT jobs advertised in England 44.28% 43.27% 36.31%
Number of salaries quoted 34,639 30,050 21,983
10th Percentile £32,500 £33,250 £32,500
25th Percentile £45,000 £42,500 £42,500
Median annual salary (50th Percentile) £61,500 £60,000 £57,500
Median % change year-on-year +2.50% +4.35% +4.55%
75th Percentile £82,500 £78,750 £76,250
90th Percentile £100,000 £95,000 £93,750
UK median annual salary £60,000 £57,500 £57,500
% 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 30 June 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 30 June 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 -20 1,697 £80,000 -5.88% 91
North of England 0 147 £55,000 -8.33% 29
South East -25 134 £75,000 +30.43% 10
South West +43 128 £80,000 +113.33% 7
Midlands +8 88 £70,000 +40.00% 9
Yorkshire -12 75 £65,000 +4.00% 10
North West -25 66 £55,000 -8.33% 14
East Midlands +16 53 £65,000 +40.54% 3
East of England -56 47 £62,500 +8.70% 8
West Midlands -41 35 £70,000 +12.00% 6
North East -30 6 £48,750 +8.33% 5
Amazon S3
UK

For the 6 months to 30 June 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 2,190 (95.93%) AWS
2 1,290 (56.50%) Python
3 1,144 (50.11%) Serverless
4 1,109 (48.58%) AWS Lambda
5 1,087 (47.61%) Agile
6 934 (40.91%) Amazon EC2
7 926 (40.56%) Software Engineering
7 926 (40.56%) CI/CD
8 912 (39.95%) Docker
9 828 (36.27%) DevOps
10 814 (35.65%) SQL
11 731 (32.02%) Finance
12 673 (29.48%) Kubernetes
13 671 (29.39%) Terraform
14 665 (29.13%) React
15 634 (27.77%) Java
16 619 (27.11%) JavaScript
17 618 (27.07%) Amazon RDS
18 575 (25.19%) GCP
19 543 (23.78%) Microservices
20 542 (23.74%) DynamoDB
21 526 (23.04%) Git (software)
22 497 (21.77%) TDD
23 485 (21.24%) Analytics
23 485 (21.24%) Infrastructure as Code
24 477 (20.89%) Full Stack Development
25 475 (20.81%) Amazon SQS
26 473 (20.72%) PostgreSQL
27 467 (20.46%) Azure
28 450 (19.71%) Jenkins

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
1 240 (10.51%) Apache Spark
2 197 (8.63%) Apache Airflow
3 165 (7.23%) Apache
4 72 (3.15%) Cloud Foundry
5 58 (2.54%) Jupyter
6 38 (1.66%) Confluence
7 36 (1.58%) CMS
8 32 (1.40%) SAS
9 23 (1.01%) Drupal
10 20 (0.88%) Tomcat
11 19 (0.83%) Luigi
11 19 (0.83%) nginx
12 12 (0.53%) WordPress
13 9 (0.39%) SharePoint
14 8 (0.35%) Apache Pulsar
14 8 (0.35%) Skype for Business
15 7 (0.31%) OpenStack
16 6 (0.26%) Jetty
17 3 (0.13%) WildFly
18 2 (0.088%) Strapi
Applications
1 13 (0.57%) Microsoft Office
2 9 (0.39%) Microsoft PowerPoint
3 8 (0.35%) Photoshop
3 8 (0.35%) Sketch
4 3 (0.13%) Microsoft Excel
5 1 (0.044%) Adobe Creative Suite
5 1 (0.044%) Chatbot
5 1 (0.044%) Spreadsheet
Business Applications
1 15 (0.66%) Payment Gateway
2 10 (0.44%) Shopify
3 6 (0.26%) Dynamics CRM
4 5 (0.22%) NetSuite
5 4 (0.18%) Acoustic Campaign
5 4 (0.18%) Adobe Campaign
6 3 (0.13%) Salesforce.com CRM
7 1 (0.044%) Fidessa
7 1 (0.044%) Magento
7 1 (0.044%) SAP Oil and Gas
Cloud Services
1 2,190 (95.93%) AWS
2 1,144 (50.11%) Serverless
3 1,109 (48.58%) AWS Lambda
4 934 (40.91%) Amazon EC2
5 575 (25.19%) GCP
6 475 (20.81%) Amazon SQS
7 467 (20.46%) Azure
8 427 (18.70%) AWS CloudFormation
9 422 (18.48%) Amazon ECS
10 359 (15.72%) Amazon CloudWatch
11 318 (13.93%) GitHub
12 302 (13.23%) CloudFront
13 293 (12.83%) Amazon Kinesis
14 264 (11.56%) SaaS
15 256 (11.21%) Virtual Private Cloud
16 234 (10.25%) Route 53
17 217 (9.51%) Amazon EMR
18 195 (8.54%) Amazon EKS
19 145 (6.35%) Snowflake
20 130 (5.69%) Cloudflare
Communications & Networking
1 119 (5.21%) DNS
2 46 (2.01%) HTTP
3 35 (1.53%) DHCP
4 33 (1.45%) Firewall
4 33 (1.45%) Internet
5 31 (1.36%) TCP/IP
6 30 (1.31%) VPN
7 27 (1.18%) Network Security
8 26 (1.14%) WebEx
9 16 (0.70%) DKIM
9 16 (0.70%) DMARC
10 14 (0.61%) DSL
10 14 (0.61%) SMS
11 13 (0.57%) Skype
12 11 (0.48%) AMQP
13 9 (0.39%) RIP
13 9 (0.39%) SSL
14 8 (0.35%) VoIP
15 7 (0.31%) Wi-Fi
16 5 (0.22%) Reverse Proxy
Database & Business Intelligence
1 618 (27.07%) Amazon RDS
2 542 (23.74%) DynamoDB
3 473 (20.72%) PostgreSQL
4 380 (16.64%) MySQL
5 367 (16.08%) Amazon Redshift
6 358 (15.68%) Amazon Athena
7 299 (13.10%) Data Warehouse
8 264 (11.56%) NoSQL
9 260 (11.39%) Elasticsearch
10 215 (9.42%) Relational Database
11 210 (9.20%) Redis
12 200 (8.76%) Data Lake
13 181 (7.93%) Amazon Aurora
14 167 (7.31%) Big Data
15 162 (7.10%) BigQuery
16 130 (5.69%) Electronic Patient Records
16 130 (5.69%) MongoDB
17 116 (5.08%) Hadoop
18 109 (4.77%) SQL Server
19 90 (3.94%) Power BI
Development Applications
1 526 (23.04%) Git (software)
2 450 (19.71%) Jenkins
3 209 (9.15%) JIRA
4 138 (6.04%) Bitbucket
5 119 (5.21%) CircleCI
6 109 (4.77%) Cypress.io
7 106 (4.64%) GitLab
8 101 (4.42%) Travis CI
9 97 (4.25%) TeamCity
10 77 (3.37%) Octopus Deploy
11 76 (3.33%) IBM UrbanCode
11 76 (3.33%) Team Foundation Server
12 45 (1.97%) Storybook
13 43 (1.88%) JUnit
14 40 (1.75%) webpack
15 39 (1.71%) Maven
16 38 (1.66%) Selenium
17 29 (1.27%) Atlassian Bamboo
18 28 (1.23%) Artifactory
19 26 (1.14%) Cucumber
General
1 731 (32.02%) Finance
2 378 (16.56%) Social Skills
3 205 (8.98%) Analytical Skills
4 120 (5.26%) Banking
5 112 (4.91%) Marketing
6 107 (4.69%) Games
7 90 (3.94%) Retail
8 88 (3.85%) Public Sector
9 84 (3.68%) Presentation Skills
10 83 (3.64%) Legal
11 73 (3.20%) Inclusion and Diversity
12 52 (2.28%) Front Office
13 49 (2.15%) Telecoms
14 44 (1.93%) Publishing
15 43 (1.88%) Advertising
16 39 (1.71%) Influencing Skills
17 36 (1.58%) Manufacturing
18 31 (1.36%) Local Government
19 30 (1.31%) Tech for Good
20 28 (1.23%) Organisational Skills
Job Titles
1 545 (23.87%) Developer
2 431 (18.88%) Data Engineer
3 427 (18.70%) Software Engineer
4 268 (11.74%) DevOps Engineer
5 255 (11.17%) AWS Engineer
6 215 (9.42%) Senior Software Engineer
7 150 (6.57%) Cloud Engineer
8 119 (5.21%) Architect
9 116 (5.08%) Full Stack Developer
10 107 (4.69%) Senior Data Engineer
11 104 (4.56%) Site Reliability Engineer
12 103 (4.51%) Java Developer
13 97 (4.25%) Senior Developer
14 85 (3.72%) AWS Software Engineer
15 83 (3.64%) Senior DevOps
16 82 (3.59%) Python Engineer
17 80 (3.50%) Site Engineer
18 79 (3.46%) AWS Developer
19 76 (3.33%) Java Engineer
19 76 (3.33%) Python Developer
Libraries, Frameworks & Software Standards
1 665 (29.13%) React
2 397 (17.39%) Node.js
3 346 (15.16%) REST
4 330 (14.45%) AngularJS
5 279 (12.22%) CSS
6 273 (11.96%) Kafka
7 226 (9.90%) HTML
8 205 (8.98%) GraphQL
9 204 (8.94%) .NET
10 190 (8.32%) Elastic Stack
10 190 (8.32%) Vue.js
11 159 (6.96%) Jest
12 154 (6.75%) Web Services
13 145 (6.35%) Django
14 141 (6.18%) RESTful
15 140 (6.13%) Spring
16 137 (6.00%) PySpark
17 132 (5.78%) Ruby on Rails
18 128 (5.61%) XML
19 101 (4.42%) .NET Core
Miscellaneous
1 159 (6.96%) User Experience
2 148 (6.48%) Algorithms
3 147 (6.44%) Cloud Native
4 107 (4.69%) Data Structures
5 106 (4.64%) Greenfield Project
6 97 (4.25%) Hedge funds
7 82 (3.59%) NHS
8 79 (3.46%) Mobile App
9 74 (3.24%) Blog
10 68 (2.98%) Legacy Systems
11 54 (2.37%) Linux Command Line
12 52 (2.28%) Public Cloud
13 46 (2.01%) Management Information System
14 45 (1.97%) Self-Motivation
15 43 (1.88%) Hackathon
16 41 (1.80%) PlayStation
17 40 (1.75%) Digital Media
18 37 (1.62%) Sports Betting
19 34 (1.49%) Replication
20 33 (1.45%) Foreign Exchange (FX)
Operating Systems
1 442 (19.36%) Linux
2 181 (7.93%) Windows
3 101 (4.42%) Ubuntu
4 76 (3.33%) Mesosphere
4 76 (3.33%) Unix
5 62 (2.72%) Windows Server
6 45 (1.97%) Apple iOS
7 35 (1.53%) Android
8 17 (0.74%) Windows Server 2012
8 17 (0.74%) Windows Server 2016
9 14 (0.61%) Red Hat Enterprise Linux
10 13 (0.57%) CentOS
11 9 (0.39%) Amazon Linux
11 9 (0.39%) Windows Server 2019
12 8 (0.35%) Debian
12 8 (0.35%) Windows Server 2008
13 6 (0.26%) Solaris
14 4 (0.18%) OpenWrt
14 4 (0.18%) VMS
15 3 (0.13%) Kali Linux
Processes & Methodologies
1 1,087 (47.61%) Agile
2 926 (40.56%) CI/CD
2 926 (40.56%) Software Engineering
3 828 (36.27%) DevOps
4 543 (23.78%) Microservices
5 497 (21.77%) TDD
6 485 (21.24%) Analytics
6 485 (21.24%) Infrastructure as Code
7 477 (20.89%) Full Stack Development
8 437 (19.14%) Data Science
9 378 (16.56%) Data Engineering
10 362 (15.86%) Mentoring
11 339 (14.85%) Continuous Integration
12 332 (14.54%) Machine Learning
13 310 (13.58%) Data Pipeline
14 303 (13.27%) Pair Programming
15 295 (12.92%) ETL
16 285 (12.48%) Problem-Solving
17 284 (12.44%) Event-Driven
18 266 (11.65%) Fintech
Programming Languages
1 1,290 (56.50%) Python
2 814 (35.65%) SQL
3 634 (27.77%) Java
4 619 (27.11%) JavaScript
5 370 (16.21%) TypeScript
6 221 (9.68%) Bash
6 221 (9.68%) Go
7 214 (9.37%) Scala
8 207 (9.07%) Ruby
9 160 (7.01%) C#
10 155 (6.79%) PHP
11 130 (5.69%) PowerShell
12 91 (3.99%) ES6
13 70 (3.07%) Shell Script
14 67 (2.93%) Kotlin
15 44 (1.93%) R
16 37 (1.62%) C
17 28 (1.23%) C++
18 20 (0.88%) Elm
18 20 (0.88%) T-SQL
Qualifications
1 200 (8.76%) Degree
2 94 (4.12%) Computer Science Degree
3 70 (3.07%) AWS Certification
4 64 (2.80%) Security Cleared
5 34 (1.49%) SC Cleared
6 33 (1.45%) Numerate Degree
7 17 (0.74%) ITIL Certification
8 10 (0.44%) Microsoft Certification
8 10 (0.44%) PMI Certification
9 8 (0.35%) DBS Check
9 8 (0.35%) ITIL Foundation Certificate
10 7 (0.31%) CCNA
10 7 (0.31%) Cisco Certification
10 7 (0.31%) Master's Degree
10 7 (0.31%) MCSA
11 6 (0.26%) MCTS
12 5 (0.22%) CCNP
13 1 (0.044%) AAT
13 1 (0.044%) Analytics IQ
13 1 (0.044%) MCITP
Quality Assurance & Compliance
1 88 (3.85%) QA
2 67 (2.93%) Data Quality
3 51 (2.23%) GDPR
4 35 (1.53%) Accessibility
5 24 (1.05%) CDISC
5 24 (1.05%) HL7
6 17 (0.74%) SLA
7 13 (0.57%) PCI DSS
8 12 (0.53%) SEPA
9 11 (0.48%) GxP
10 4 (0.18%) ISO/IEC 27001
11 2 (0.088%) HIPAA
11 2 (0.088%) PMO
12 1 (0.044%) SSAE 16
System Software
1 912 (39.95%) Docker
2 56 (2.45%) Active Directory
3 41 (1.80%) Apache Flume
4 14 (0.61%) Virtual Machines
5 11 (0.48%) VMware Infrastructure
6 10 (0.44%) Virtual Servers
7 5 (0.22%) NFS
7 5 (0.22%) Veritas Volume Manager
8 4 (0.18%) zsh
9 3 (0.13%) Ceph
9 3 (0.13%) VMware ESXi
10 2 (0.088%) etcd
10 2 (0.088%) HDFS
10 2 (0.088%) Samba
10 2 (0.088%) vSphere
11 1 (0.044%) DRBD
11 1 (0.044%) Hyper-V
11 1 (0.044%) KVM
Systems Management
1 673 (29.48%) Kubernetes
2 671 (29.39%) Terraform
3 266 (11.65%) Ansible
4 188 (8.23%) Prometheus
5 184 (8.06%) Grafana
6 174 (7.62%) Puppet
7 150 (6.57%) Opscode Chef
8 129 (5.65%) Kibana
9 99 (4.34%) logstash
10 94 (4.12%) Consul
11 76 (3.33%) Automic
12 46 (2.01%) Oozie
13 33 (1.45%) Rancher
14 27 (1.18%) Docker Swarm
15 22 (0.96%) Packer
16 20 (0.88%) Graphite
17 14 (0.61%) StatsD
18 13 (0.57%) Active Directory Federation Services
18 13 (0.57%) Argo
18 13 (0.57%) Nagios
Vendors
1 215 (9.42%) Google
2 175 (7.67%) Splunk
3 118 (5.17%) Microsoft
4 93 (4.07%) Databricks
5 92 (4.03%) Oracle
6 75 (3.29%) New Relic
7 59 (2.58%) Zend
8 47 (2.06%) Talend
9 46 (2.01%) Cloudera
10 40 (1.75%) AppDynamics
11 39 (1.71%) BT
12 36 (1.58%) Alteryx
13 31 (1.36%) Cadence
14 30 (1.31%) Salesforce.com
14 30 (1.31%) Zopa
15 28 (1.23%) Hitachi
15 28 (1.23%) IBM
16 27 (1.18%) Adobe
17 26 (1.14%) Siemens
17 26 (1.14%) Snapchat