Period
to 29 July 2021

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 29 July 2021 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK
6 months to
29 Jul 2021
Same period 2020 Same period 2019
Rank 260 343 416
Rank change year-on-year +83 +73 +114
Permanent jobs citing Amazon S3 1,482 584 1,089
As % of all permanent jobs advertised in the UK 1.31% 0.85% 0.76%
As % of the Cloud Services category 3.07% 2.31% 2.50%
Number of salaries quoted 837 443 800
10th Percentile £42,500 £43,750 £42,500
25th Percentile £55,000 £50,875 £55,000
Median annual salary (50th Percentile) £77,500 £65,000 £70,000
Median % change year-on-year +19.23% -7.14% +7.69%
75th Percentile £95,000 £80,000 £86,250
90th Percentile £126,250 £102,500 £95,000
UK excluding London median annual salary £60,000 £52,500 £62,500
% change year-on-year +14.29% -16.00% +8.70%

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 48,323 25,290 43,619
As % of all permanent IT jobs advertised in the UK 42.80% 36.65% 30.29%
Number of salaries quoted 34,785 20,893 35,814
10th Percentile £32,500 £32,500 £30,000
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 £75,000 £73,750
90th Percentile £95,000 £93,750 £87,500
UK excluding London median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +2.15%

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 29 July 2021.

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 29 July 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
England +70 1,293 £77,500 +19.23% 199
London +105 1,052 £85,000 +21.43% 109
Work from Home -4 403 £80,000 +23.08% 33
UK excluding London -29 323 £60,000 +14.29% 108
South East -34 90 £61,250 +13.95% 16
North of England -69 71 £60,000 +2.13% 34
Northern Ireland +1 40 £77,500 - 2
South West -77 40 £40,000 -22.47% 10
Scotland -43 36 £58,250 +37.06% 11
Yorkshire -69 34 £60,000 - 6
North West -69 27 £60,000 +4.35% 25
Midlands -97 21 £47,500 - 15
West Midlands -76 18 £48,750 +2.63% 12
Wales -17 14 £47,500 -5.00% 7
East of England -31 11 £52,500 -4.55% 13
North East - 10 £55,000 - 3
East Midlands -51 3 £46,250 -38.33% 2

For the 6 months to 29 July 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 with a requirement for Amazon S3.

1 1,454 (98.11%) AWS
2 876 (59.11%) Serverless
3 846 (57.09%) AWS Lambda
4 718 (48.45%) Agile Software Development
5 683 (46.09%) Python
6 665 (44.87%) JavaScript
7 632 (42.65%) React
8 593 (40.01%) Amazon EC2
9 533 (35.96%) Amazon DynamoDB
10 513 (34.62%) Amazon RDS
11 507 (34.21%) SQL
12 503 (33.94%) Software Engineering
13 499 (33.67%) Docker
14 473 (31.92%) Full Stack Development
15 456 (30.77%) TypeScript
16 441 (29.76%) Finance
17 438 (29.55%) Kubernetes
18 412 (27.80%) DevOps
19 405 (27.33%) Node.js
20 398 (26.86%) Terraform
21 392 (26.45%) Amazon SQS
22 382 (25.78%) Java
23 329 (22.20%) Web Services
24 324 (21.86%) Microservices
25 316 (21.32%) AWS CloudFormation
26 304 (20.51%) Git (software)
27 282 (19.03%) PostgreSQL
28 270 (18.22%) AngularJS
29 253 (17.07%) MySQL
30 231 (15.59%) CloudFront

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
1 163 (11.00%) Apache
2 162 (10.93%) Elasticsearch
3 81 (5.47%) Apache Spark
4 60 (4.05%) Confluence
5 57 (3.85%) Apache Airflow
6 34 (2.29%) Cloud Foundry
7 33 (2.23%) WordPress
8 30 (2.02%) nginx
9 17 (1.15%) IIS
10 15 (1.01%) CMS
11 9 (0.61%) Luigi
12 5 (0.34%) Jetty
12 5 (0.34%) Tomcat
13 4 (0.27%) OpenStack
13 4 (0.27%) Oracle Workflow
14 3 (0.20%) Jupyter
15 2 (0.13%) SAS
15 2 (0.13%) Umbraco
16 1 (0.067%) JBoss
16 1 (0.067%) Oracle SOA Suite
Applications
1 6 (0.40%) Adobe Premiere
1 6 (0.40%) Final Cut Pro
2 5 (0.34%) Microsoft Project
Business Applications
1 16 (1.08%) Payment Gateway
2 13 (0.88%) Magento
3 10 (0.67%) Shopify
4 1 (0.067%) Dynamics CRM
4 1 (0.067%) JDE OneWorld
4 1 (0.067%) NetSuite
Cloud Services
1 1,454 (98.11%) AWS
2 876 (59.11%) Serverless
3 846 (57.09%) AWS Lambda
4 593 (40.01%) Amazon EC2
5 392 (26.45%) Amazon SQS
6 316 (21.32%) AWS CloudFormation
7 231 (15.59%) CloudFront
8 229 (15.45%) Amazon ECS
9 196 (13.23%) Azure
10 176 (11.88%) AWS Step Functions
10 176 (11.88%) SaaS
11 170 (11.47%) Virtual Private Cloud
12 167 (11.27%) Amazon CloudWatch
12 167 (11.27%) GitHub
13 142 (9.58%) GCP
14 120 (8.10%) Amazon Cognito
15 95 (6.41%) AWS Fargate
16 94 (6.34%) Route 53
17 91 (6.14%) Amazon Kinesis
18 79 (5.33%) Amazon ELB
Communications & Networking
1 47 (3.17%) DNS
2 43 (2.90%) HTTP
3 34 (2.29%) Internet
4 28 (1.89%) Firewall
5 18 (1.21%) Broadband
5 18 (1.21%) Network Security
5 18 (1.21%) VPN
6 16 (1.08%) SSL
7 12 (0.81%) SMS
7 12 (0.81%) SSH
8 11 (0.74%) WebEx
9 10 (0.67%) FTP
10 8 (0.54%) TCP/IP
11 7 (0.47%) Extranet
11 7 (0.47%) Intranet
12 5 (0.34%) RTP
13 4 (0.27%) BIG-IP
13 4 (0.27%) VoIP
13 4 (0.27%) VSAN
14 3 (0.20%) DHCP
Database & Business Intelligence
1 533 (35.96%) Amazon DynamoDB
2 513 (34.62%) Amazon RDS
3 282 (19.03%) PostgreSQL
4 253 (17.07%) MySQL
5 167 (11.27%) NoSQL
6 144 (9.72%) Redis
7 128 (8.64%) Amazon Redshift
8 127 (8.57%) Big Data
9 105 (7.09%) MongoDB
10 102 (6.88%) Amazon Aurora
11 101 (6.82%) SQL Server
12 97 (6.55%) Data Warehouse
13 95 (6.41%) Relational Database
14 92 (6.21%) Amazon Athena
15 84 (5.67%) Data Lake
16 78 (5.26%) Apache Ignite
17 72 (4.86%) Tableau
18 35 (2.36%) BigQuery
19 34 (2.29%) Hadoop
20 29 (1.96%) Power BI
Development Applications
1 304 (20.51%) Git (software)
2 186 (12.55%) Jenkins
3 166 (11.20%) JIRA
4 77 (5.20%) GitLab
5 70 (4.72%) webpack
6 65 (4.39%) Bitbucket
7 46 (3.10%) CircleCI
7 46 (3.10%) Selenium
8 40 (2.70%) Maven
8 40 (2.70%) TeamCity
9 38 (2.56%) Babel
10 34 (2.29%) JUnit
11 33 (2.23%) Cypress.io
12 31 (2.09%) Octopus Deploy
13 29 (1.96%) Cucumber
14 28 (1.89%) SpecFlow
15 27 (1.82%) NUnit
16 26 (1.75%) EasyMock
16 26 (1.75%) Log4Net
17 24 (1.62%) RSpec
General
1 441 (29.76%) Finance
2 213 (14.37%) Front Office
3 197 (13.29%) Social Skills
4 105 (7.09%) Games
5 94 (6.34%) Analytical Skills
6 89 (6.01%) Legal
7 76 (5.13%) Law
8 70 (4.72%) Public Sector
9 50 (3.37%) Marketing
9 50 (3.37%) Presentation Skills
10 44 (2.97%) Telecoms
11 41 (2.77%) Banking
12 36 (2.43%) Local Government
12 36 (2.43%) Retail
13 33 (2.23%) Inclusion and Diversity
14 20 (1.35%) Documentation Skills
15 15 (1.01%) Advertising
15 15 (1.01%) Wearables
16 13 (0.88%) Back Office
17 12 (0.81%) Billing
Job Titles
1 643 (43.39%) Developer
2 328 (22.13%) Software Engineer
3 157 (10.59%) Developer/Software Engineer
4 146 (9.85%) React Developer
5 137 (9.24%) Python Engineer
6 136 (9.18%) AWS Engineer
7 130 (8.77%) Senior Developer
8 127 (8.57%) DevOps Engineer
9 120 (8.10%) Data Engineer
10 110 (7.42%) Full Stack Developer
10 110 (7.42%) Python Developer
11 105 (7.09%) AWS Developer
12 92 (6.21%) Senior Software Engineer
13 85 (5.74%) Python Software Engineer
14 83 (5.60%) JavaScript Developer
15 63 (4.25%) AWS DevOps
16 56 (3.78%) JavaScript Engineer
17 54 (3.64%) Cloud Engineer
18 52 (3.51%) Senior DevOps
18 52 (3.51%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 632 (42.65%) React
2 405 (27.33%) Node.js
3 329 (22.20%) Web Services
4 270 (18.22%) AngularJS
5 225 (15.18%) CSS
6 213 (14.37%) REST
7 180 (12.15%) Vue.js
8 178 (12.01%) HTML
9 170 (11.47%) .NET
10 131 (8.84%) GraphQL
10 131 (8.84%) RESTful
11 123 (8.30%) Material-UI
12 87 (5.87%) Kafka
13 85 (5.74%) React Native
14 82 (5.53%) .NET Core
15 80 (5.40%) Jest
16 79 (5.33%) Spring
17 75 (5.06%) Ruby on Rails
18 67 (4.52%) Elastic Stack
19 62 (4.18%) Angular 2
Miscellaneous
1 106 (7.15%) User Experience
2 104 (7.02%) Equities
3 95 (6.41%) Fixed Income
4 93 (6.28%) Derivative
5 92 (6.21%) Foreign Exchange (FX)
6 89 (6.01%) Hedge funds
7 68 (4.59%) Self-Motivation
8 62 (4.18%) Mobile App
9 59 (3.98%) Legacy Systems
10 48 (3.24%) Data Structures
11 41 (2.77%) Cloud Native
11 41 (2.77%) Virtual Team
12 38 (2.56%) Algorithms
13 36 (2.43%) Blog
14 32 (2.16%) Tandem
15 26 (1.75%) Social Media
16 21 (1.42%) Linux Command Line
16 21 (1.42%) NHS
17 19 (1.28%) Data Centre
18 17 (1.15%) Public Cloud
Operating Systems
1 214 (14.44%) Linux
2 94 (6.34%) Windows
3 73 (4.93%) Unix
4 66 (4.45%) Android
5 62 (4.18%) Apple iOS
6 48 (3.24%) Ubuntu
7 30 (2.02%) Windows Server
8 28 (1.89%) CentOS
9 17 (1.15%) Mesosphere
10 16 (1.08%) Red Hat Enterprise Linux
11 9 (0.61%) Mac OS
12 7 (0.47%) Windows Server 2019
13 6 (0.40%) Windows Server 2012
14 3 (0.20%) VMS
14 3 (0.20%) Windows 10
15 2 (0.13%) Amazon Linux
16 1 (0.067%) Alpine Linux
16 1 (0.067%) Mac OS X
16 1 (0.067%) Windows Server 2016
Processes & Methodologies
1 718 (48.45%) Agile Software Development
2 503 (33.94%) Software Engineering
3 473 (31.92%) Full Stack Development
4 412 (27.80%) DevOps
5 324 (21.86%) Microservices
6 216 (14.57%) Analytics
7 213 (14.37%) Asset Management
8 208 (14.04%) Mentoring
9 200 (13.50%) Infrastructure as Code
10 198 (13.36%) Continuous Integration
11 196 (13.23%) TDD
12 190 (12.82%) Test Automation
13 183 (12.35%) Scrum
14 166 (11.20%) Machine Learning
15 164 (11.07%) Problem-Solving
16 144 (9.72%) Investment Management
17 137 (9.24%) Fintech
18 133 (8.97%) ETL
19 131 (8.84%) Artificial Intelligence
20 125 (8.43%) Data Modelling
Programming Languages
1 683 (46.09%) Python
2 665 (44.87%) JavaScript
3 507 (34.21%) SQL
4 456 (30.77%) TypeScript
5 382 (25.78%) Java
6 162 (10.93%) C#
7 142 (9.58%) Scala
8 113 (7.62%) Kotlin
9 101 (6.82%) PHP
10 92 (6.21%) Go
11 84 (5.67%) Ruby
12 83 (5.60%) Clojure
13 70 (4.72%) Bash Shell
14 69 (4.66%) ES6
15 67 (4.52%) PowerShell
16 43 (2.90%) Java 8
17 30 (2.02%) Shell Script
18 20 (1.35%) R
19 17 (1.15%) VB.NET
20 16 (1.08%) C++
Qualifications
1 123 (8.30%) Degree
2 58 (3.91%) AWS Certification
3 37 (2.50%) Computer Science Degree
4 28 (1.89%) Numerate Degree
5 9 (0.61%) PhD
6 4 (0.27%) CISSP
7 3 (0.20%) (ISC)2 CCSP
7 3 (0.20%) Cisco Certification
7 3 (0.20%) MBA
8 2 (0.13%) DBS Check
8 2 (0.13%) ISTQB
8 2 (0.13%) ISTQB Foundation Certification
8 2 (0.13%) SC Cleared
8 2 (0.13%) Security Cleared
9 1 (0.067%) CCSP
9 1 (0.067%) CISA
9 1 (0.067%) CISM
9 1 (0.067%) Master's Degree
9 1 (0.067%) PMI Certification
Quality Assurance & Compliance
1 71 (4.79%) QA
2 21 (1.42%) GDPR
3 19 (1.28%) SLA
4 18 (1.21%) Data Quality
5 7 (0.47%) Accessibility
6 5 (0.34%) PCI DSS
7 3 (0.20%) IEC 62304
7 3 (0.20%) ISO 13485
7 3 (0.20%) ISO/IEC 27001
8 2 (0.13%) MiFID
9 1 (0.067%) Actionable Recommendations
9 1 (0.067%) HIPAA
9 1 (0.067%) NIST
9 1 (0.067%) PMO
9 1 (0.067%) SEPA
9 1 (0.067%) SOC 2
System Software
1 499 (33.67%) Docker
2 20 (1.35%) Active Directory
3 16 (1.08%) Firmware
4 9 (0.61%) HDFS
5 7 (0.47%) Ceph
5 7 (0.47%) VMware Infrastructure
6 5 (0.34%) VMware ESXi
7 2 (0.13%) Apache ZooKeeper
7 2 (0.13%) NFS
7 2 (0.13%) vSphere
8 1 (0.067%) GPFS
8 1 (0.067%) GridGain
8 1 (0.067%) Hyper-V
8 1 (0.067%) Postfix
8 1 (0.067%) Samba
8 1 (0.067%) Virtual Machines
8 1 (0.067%) Virtual Servers
Systems Management
1 438 (29.55%) Kubernetes
2 398 (26.86%) Terraform
3 98 (6.61%) Ansible
4 62 (4.18%) Grafana
5 47 (3.17%) Puppet
6 45 (3.04%) Prometheus
7 34 (2.29%) Opscode Chef
8 29 (1.96%) Packer
9 28 (1.89%) Kibana
10 27 (1.82%) Opsgenie
11 26 (1.75%) Graphite
11 26 (1.75%) Graylog
12 19 (1.28%) logstash
13 18 (1.21%) Consul
14 17 (1.15%) Automic
15 11 (0.74%) Nagios
16 7 (0.47%) Galera Cluster
17 6 (0.40%) Docker Swarm
17 6 (0.40%) Pingdom
18 5 (0.34%) Rancher
Vendors
1 70 (4.72%) Oracle
2 55 (3.71%) Microsoft
3 49 (3.31%) Google
4 44 (2.97%) Splunk
5 37 (2.50%) YouTube
6 33 (2.23%) Databricks
6 33 (2.23%) New Relic
7 30 (2.02%) Instagram
8 23 (1.55%) SAP
9 20 (1.35%) Facebook
9 20 (1.35%) Salesforce.com
10 13 (0.88%) WooCommerce
11 12 (0.81%) Apple
11 12 (0.81%) Red Hat
12 11 (0.74%) Cisco
12 11 (0.74%) Sage
12 11 (0.74%) VMware
13 10 (0.67%) Spotify
13 10 (0.67%) Zend
14 9 (0.61%) IBM