Period
to 11 April 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 11 April 2021 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > England
6 months to
11 Apr 2021
Same period 2020 Same period 2019
Rank 323 384 424
Rank change year-on-year +61 +40 +120
Permanent jobs citing Amazon S3 685 816 991
As % of all permanent jobs advertised in England 0.93% 0.78% 0.72%
As % of the Cloud Services category 2.23% 2.23% 2.56%
Number of salaries quoted 493 672 715
10th Percentile £44,200 £45,000 £45,000
25th Percentile £57,500 £52,500 £55,000
Median annual salary (50th Percentile) £72,500 £67,500 £65,000
Median % change year-on-year +7.41% +3.85% -
75th Percentile £92,500 £82,500 £82,500
90th Percentile £115,000 £96,250 £95,000
UK median annual salary £70,000 £65,000 £65,000
% change year-on-year +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 30,666 36,562 38,643
As % of all permanent IT jobs advertised in England 41.53% 34.90% 28.01%
Number of salaries quoted 25,429 30,309 31,547
10th Percentile £32,500 £31,250 £30,750
25th Percentile £42,500 £41,250 £40,000
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - +4.76%
75th Percentile £77,500 £75,000 £73,750
90th Percentile £92,500 £92,500 £87,500
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +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 11 April 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 11 April 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 +79 505 £75,000 +7.14% 93
South East +83 59 £72,500 +31.82% 12
North of England -22 54 £60,000 - 20
South West +3 31 £47,788 -13.11% 9
Yorkshire +10 26 £60,000 +6.67% 5
East of England +63 19 £45,000 -30.77% 7
North West -16 19 £70,000 +16.67% 11
North East +15 9 £45,000 -17.69% 4
Midlands -11 9 £83,500 +51.82% 15
West Midlands -8 7 £83,500 +51.82% 11
East Midlands +16 2 £74,000 +97.33% 4
Amazon S3
UK

For the 6 months to 11 April 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.

1 652 (95.18%) AWS
2 381 (55.62%) Amazon EC2
3 344 (50.22%) Python
4 339 (49.49%) Serverless
5 332 (48.47%) AWS Lambda
6 283 (41.31%) Agile Software Development
7 274 (40.00%) Amazon RDS
8 245 (35.77%) DevOps
9 233 (34.01%) SQL
10 207 (30.22%) JavaScript
11 205 (29.93%) Kubernetes
12 201 (29.34%) Docker
13 192 (28.03%) Terraform
14 183 (26.72%) Amazon DynamoDB
15 161 (23.50%) Java
16 155 (22.63%) Finance
17 152 (22.19%) Linux
18 148 (21.61%) React
19 143 (20.88%) Software Engineering
20 133 (19.42%) Node.js
21 132 (19.27%) Microservices
22 131 (19.12%) AWS CloudFormation
23 130 (18.98%) Git (software)
24 127 (18.54%) Virtual Private Cloud
25 125 (18.25%) TypeScript
26 123 (17.96%) Amazon SQS
27 122 (17.81%) Jenkins
28 120 (17.52%) PostgreSQL
29 109 (15.91%) Web Services
30 108 (15.77%) ETL

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 59 (8.61%) Apache Airflow
2 56 (8.18%) Apache Spark
3 55 (8.03%) Apache
4 51 (7.45%) Elasticsearch
5 37 (5.40%) Confluence
6 20 (2.92%) nginx
7 15 (2.19%) CMS
7 15 (2.19%) WordPress
8 11 (1.61%) Cloud Foundry
9 9 (1.31%) Luigi
10 8 (1.17%) IIS
11 2 (0.29%) Jetty
11 2 (0.29%) OpenStack
12 1 (0.15%) Apache Solr
12 1 (0.15%) Moodle
12 1 (0.15%) SAS
12 1 (0.15%) SharePoint
12 1 (0.15%) Tomcat
Applications
1 1 (0.15%) Microsoft Excel
Business Applications
1 9 (1.31%) Shopify
2 8 (1.17%) Magento
3 1 (0.15%) Oracle EBS
3 1 (0.15%) SAP APO
Cloud Services
1 652 (95.18%) AWS
2 381 (55.62%) Amazon EC2
3 339 (49.49%) Serverless
4 332 (48.47%) AWS Lambda
5 131 (19.12%) AWS CloudFormation
6 127 (18.54%) Virtual Private Cloud
7 123 (17.96%) Amazon SQS
8 103 (15.04%) Amazon ECS
9 90 (13.14%) Amazon CloudWatch
10 89 (12.99%) Azure
11 84 (12.26%) Amazon ELB
12 82 (11.97%) Amazon EKS
13 79 (11.53%) CloudFront
14 65 (9.49%) Route 53
15 62 (9.05%) SaaS
16 55 (8.03%) GCP
17 54 (7.88%) Amazon Kinesis
18 42 (6.13%) GitHub
19 36 (5.26%) Cloud Computing
20 33 (4.82%) AWS Fargate
Communications & Networking
1 23 (3.36%) DNS
2 16 (2.34%) FTP
3 14 (2.04%) SSH
4 12 (1.75%) HTTP
5 10 (1.46%) Firewall
6 9 (1.31%) Internet
7 7 (1.02%) AMQP
7 7 (1.02%) VPN
8 6 (0.88%) SMTP
8 6 (0.88%) TCP/IP
9 5 (0.73%) DHCP
9 5 (0.73%) SAN
10 3 (0.44%) Network Security
11 2 (0.29%) BIG-IP
11 2 (0.29%) Fibre Channel
11 2 (0.29%) VSAN
12 1 (0.15%) Anycast
12 1 (0.15%) HTTPS
12 1 (0.15%) IPv4
12 1 (0.15%) SSL
Database & Business Intelligence
1 274 (40.00%) Amazon RDS
2 183 (26.72%) Amazon DynamoDB
3 120 (17.52%) PostgreSQL
4 79 (11.53%) Amazon Redshift
5 70 (10.22%) Data Warehouse
6 66 (9.64%) MySQL
7 55 (8.03%) SQL Server
8 49 (7.15%) NoSQL
9 48 (7.01%) Big Data
10 46 (6.72%) Amazon Athena
11 43 (6.28%) MongoDB
12 38 (5.55%) Data Lake
13 35 (5.11%) Tableau
14 33 (4.82%) Apache Ignite
15 30 (4.38%) Relational Database
16 29 (4.23%) Amazon QuickSight
16 29 (4.23%) BigQuery
17 26 (3.80%) Redis
17 26 (3.80%) Snowflake Schema
18 24 (3.50%) Hadoop
Development Applications
1 130 (18.98%) Git (software)
2 122 (17.81%) Jenkins
3 61 (8.91%) JIRA
4 48 (7.01%) GitLab
5 39 (5.69%) TeamCity
6 22 (3.21%) Bitbucket
7 17 (2.48%) Cucumber
7 17 (2.48%) Selenium
8 16 (2.34%) Subversion
9 14 (2.04%) Atlassian Bamboo
9 14 (2.04%) JUnit
10 13 (1.90%) Octopus Deploy
11 12 (1.75%) CircleCI
12 11 (1.61%) Gradle
13 10 (1.46%) EasyMock
13 10 (1.46%) GoCD
13 10 (1.46%) Maven
13 10 (1.46%) PHPUnit
13 10 (1.46%) Vagrant
14 9 (1.31%) Cypress.io
General
1 155 (22.63%) Finance
2 65 (9.49%) Front Office
3 31 (4.53%) Marketing
4 21 (3.07%) Legal
4 21 (3.07%) Retail
5 20 (2.92%) Public Sector
6 17 (2.48%) Banking
7 14 (2.04%) Games
7 14 (2.04%) Law
8 12 (1.75%) Local Government
9 9 (1.31%) Digital Economy
10 8 (1.17%) Advertising
10 8 (1.17%) Automotive
11 5 (0.73%) Telecoms
12 4 (0.58%) Publishing
13 3 (0.44%) Back Office
14 2 (0.29%) Czech Language
14 2 (0.29%) Financial Institution
15 1 (0.15%) Manufacturing
15 1 (0.15%) Retail Banking
Job Titles
1 235 (34.31%) Developer
2 98 (14.31%) Data Engineer
3 94 (13.72%) DevOps Engineer
4 93 (13.58%) Software Engineer
5 81 (11.82%) AWS Engineer
6 72 (10.51%) Python Engineer
7 71 (10.36%) Python Developer
8 67 (9.78%) Senior Developer
9 43 (6.28%) Architect
10 41 (5.99%) Python Software Engineer
11 40 (5.84%) Developer/Software Engineer
11 40 (5.84%) React Developer
12 38 (5.55%) AWS DevOps
13 35 (5.11%) AWS Developer
14 34 (4.96%) Cloud Engineer
15 33 (4.82%) Full Stack Developer
16 32 (4.67%) JavaScript Developer
17 31 (4.53%) AWS DevOps Engineer
18 28 (4.09%) Senior DevOps
18 28 (4.09%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 148 (21.61%) React
2 133 (19.42%) Node.js
3 109 (15.91%) Web Services
4 92 (13.43%) CSS
5 81 (11.82%) AngularJS
6 79 (11.53%) HTML
7 62 (9.05%) REST
8 58 (8.47%) Vue.js
9 54 (7.88%) Kafka
10 51 (7.45%) RESTful
11 47 (6.86%) .NET
12 39 (5.69%) GraphQL
13 35 (5.11%) Pandas
14 33 (4.82%) NumPy
15 29 (4.23%) HTML5
15 29 (4.23%) Sass
16 27 (3.94%) CSS3
16 27 (3.94%) Lambda Expressions
17 26 (3.80%) Elastic Stack
17 26 (3.80%) Serverless Framework
Miscellaneous
1 60 (8.76%) Equities
2 59 (8.61%) Hedge funds
3 39 (5.69%) Fixed Income
3 39 (5.69%) Foreign Exchange (FX)
4 38 (5.55%) Derivative
5 26 (3.80%) User Experience
6 20 (2.92%) Analytical Skills
7 18 (2.63%) Greenfield Project
7 18 (2.63%) Self-Motivation
8 16 (2.34%) Linux Command Line
9 14 (2.04%) NHS
9 14 (2.04%) Virtual Team
10 12 (1.75%) Video Conferencing
11 11 (1.61%) Algorithms
11 11 (1.61%) Blog
11 11 (1.61%) Data Structures
11 11 (1.61%) Mobile App
12 6 (0.88%) Data Centre
12 6 (0.88%) Public Cloud
12 6 (0.88%) Video\Live Streaming
Operating Systems
1 152 (22.19%) Linux
2 50 (7.30%) Windows
3 30 (4.38%) Unix
4 29 (4.23%) Android
5 22 (3.21%) Apple iOS
6 21 (3.07%) Ubuntu
7 17 (2.48%) Windows Server
8 15 (2.19%) CentOS
9 14 (2.04%) Red Hat Enterprise Linux
10 9 (1.31%) VMS
11 5 (0.73%) Debian
11 5 (0.73%) Kali Linux
12 4 (0.58%) Windows Server 2012
13 3 (0.44%) SUSE Linux Enterprise Server
14 1 (0.15%) Fedora
14 1 (0.15%) Mac OS
14 1 (0.15%) Solaris
14 1 (0.15%) Windows 10
14 1 (0.15%) Windows Server 2019
Processes & Methodologies
1 283 (41.31%) Agile Software Development
2 245 (35.77%) DevOps
3 143 (20.88%) Software Engineering
4 132 (19.27%) Microservices
5 108 (15.77%) ETL
6 80 (11.68%) Fintech
6 80 (11.68%) Infrastructure as Code
7 74 (10.80%) Machine Learning
7 74 (10.80%) Problem-Solving
8 65 (9.49%) Computer Science
9 64 (9.34%) Continuous Integration
10 62 (9.05%) Asset Management
10 62 (9.05%) TDD
11 59 (8.61%) Data Modelling
12 58 (8.47%) Mentoring
13 57 (8.32%) Continuous Delivery
14 56 (8.18%) Business Intelligence
14 56 (8.18%) Test Automation
15 54 (7.88%) Analytics
16 52 (7.59%) Data Science
Programming Languages
1 344 (50.22%) Python
2 233 (34.01%) SQL
3 207 (30.22%) JavaScript
4 161 (23.50%) Java
5 125 (18.25%) TypeScript
6 72 (10.51%) C#
7 67 (9.78%) Scala
8 54 (7.88%) Bash Shell
9 46 (6.72%) PHP
10 45 (6.57%) Kotlin
11 42 (6.13%) PowerShell
12 39 (5.69%) ES6
13 38 (5.55%) Ruby
14 32 (4.67%) Clojure
15 29 (4.23%) Go
16 23 (3.36%) Shell Script
17 17 (2.48%) Java 8
18 12 (1.75%) R
19 9 (1.31%) C++
20 8 (1.17%) Objective-C
Qualifications
1 72 (10.51%) Degree
2 41 (5.99%) Computer Science Degree
3 19 (2.77%) AWS Certification
4 14 (2.04%) Security Cleared
5 13 (1.90%) SC Cleared
6 6 (0.88%) Numerate Degree
6 6 (0.88%) PhD
7 3 (0.44%) PMI Certification
8 2 (0.29%) CISA
8 2 (0.29%) CISM
8 2 (0.29%) CISSP
9 1 (0.15%) DV Cleared
9 1 (0.15%) MCSE
9 1 (0.15%) Microsoft Certification
9 1 (0.15%) RHCE
9 1 (0.15%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 37 (5.40%) QA
2 11 (1.61%) HIPAA
3 10 (1.46%) Sarbanes-Oxley
4 7 (1.02%) GDPR
5 6 (0.88%) Data Quality
5 6 (0.88%) ISO/IEC 27001
6 5 (0.73%) SLA
7 4 (0.58%) PCI DSS
8 3 (0.44%) NIST
9 2 (0.29%) IEC 62304
9 2 (0.29%) ISO 13485
9 2 (0.29%) PMO
10 1 (0.15%) Actionable Recommendations
System Software
1 201 (29.34%) Docker
2 19 (2.77%) Active Directory
3 11 (1.61%) HDFS
4 6 (0.88%) VMware Infrastructure
5 2 (0.29%) Oracle RAC
5 2 (0.29%) VMware ESXi
6 1 (0.15%) Ceph
6 1 (0.15%) GridGain
6 1 (0.15%) Hyper-V
6 1 (0.15%) NFS
6 1 (0.15%) Virtual Machines
Systems Management
1 205 (29.93%) Kubernetes
2 192 (28.03%) Terraform
3 72 (10.51%) Ansible
4 32 (4.67%) Puppet
5 23 (3.36%) Grafana
6 20 (2.92%) Prometheus
7 16 (2.34%) Opscode Chef
8 10 (1.46%) Rancher
8 10 (1.46%) Rundeck
9 9 (1.31%) Failover Clustering
9 9 (1.31%) Packer
10 5 (0.73%) Nagios
10 5 (0.73%) Nessus
10 5 (0.73%) Nmap
11 4 (0.58%) Kibana
11 4 (0.58%) Oozie
12 2 (0.29%) Docker Swarm
13 1 (0.15%) Consul
13 1 (0.15%) Enterprise Manager Cloud Control
13 1 (0.15%) Galera Cluster
Vendors
1 34 (4.96%) Microsoft
2 33 (4.82%) Google
3 29 (4.23%) Oracle
4 16 (2.34%) Databricks
5 15 (2.19%) Salesforce.com
5 15 (2.19%) Splunk
6 14 (2.04%) IBM
7 13 (1.90%) SAP
8 12 (1.75%) Red Hat
8 12 (1.75%) Talend
9 11 (1.61%) VMware
10 10 (1.46%) Atlassian
11 8 (1.17%) Alteryx
11 8 (1.17%) Spotify
11 8 (1.17%) WooCommerce
12 6 (0.88%) Cisco
12 6 (0.88%) Guidewire
12 6 (0.88%) Qualys
12 6 (0.88%) Snowplow
13 5 (0.73%) HubSpot