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 London 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)
England > London
6 months to
23 May 2022		 Same period 2021 Same period 2020
Rank 184 187 288
Rank change year-on-year +3 +101 +23
Permanent jobs citing Amazon S3 1,615 655 440
As % of all permanent jobs advertised in London 2.30% 1.90% 1.14%
As % of the Cloud Services category 4.48% 4.04% 2.87%
Number of salaries quoted 595 432 356
10th Percentile £46,450 £50,000 £52,500
25th Percentile £61,250 £61,250 £57,500
Median annual salary (50th Percentile) £80,000 £80,000 £70,000
Median % change year-on-year - +14.29% -3.45%
75th Percentile £96,250 £97,500 £85,000
90th Percentile £115,000 £135,000 £105,000
England median annual salary £78,750 £75,000 £65,000
% change year-on-year +5.00% +15.38% -1.52%

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 London with a requirement for cloud computing skills.

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 36,078 16,202 15,352
As % of all permanent IT jobs advertised in London 51.30% 47.11% 39.63%
Number of salaries quoted 16,546 12,294 12,729
10th Percentile £41,438 £42,500 £37,500
25th Percentile £53,750 £53,750 £50,000
Median annual salary (50th Percentile) £72,500 £70,000 £69,000
Median % change year-on-year +3.57% +1.45% +6.15%
75th Percentile £93,750 £87,500 £87,500
90th Percentile £112,500 £105,000 £105,000
England median annual salary £60,995 £59,000 £57,500
% change year-on-year +3.38% +2.61% +4.55%

Amazon S3
Job Vacancy Trend in London

Job postings citing Amazon S3 as a proportion of all IT jobs advertised in London.

Job vacancy trend for Amazon S3 in London

Amazon S3
Salary Trend in London

3-month moving average salary quoted in jobs citing Amazon S3 in London.

Salary trend for Amazon S3 in London

Amazon S3
Salary Histogram in London

Salary distribution for jobs citing Amazon S3 in London over the 6 months to 23 May 2022.

Salary histogram for Amazon S3 in London

Amazon S3
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon S3 within the London region 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
Central London -29 50 £80,000 +6.67% 14
West London -56 21 £75,000 -
South London -61 17 £47,500 -26.92% 2
East London - 5 £80,000 - 5
Amazon S3
England

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 across the London region with a requirement for Amazon S3.

1 1,545 (95.67%) AWS
2 976 (60.43%) Python
3 770 (47.68%) Serverless
4 744 (46.07%) Agile
5 741 (45.88%) CI/CD
6 725 (44.89%) AWS Lambda
7 687 (42.54%) Docker
8 634 (39.26%) SQL
9 625 (38.70%) Software Engineering
10 560 (34.67%) Finance
11 557 (34.49%) DevOps
12 552 (34.18%) Amazon EC2
13 536 (33.19%) Kubernetes
14 526 (32.57%) Terraform
15 487 (30.15%) Java
16 473 (29.29%) React
17 424 (26.25%) GCP
18 420 (26.01%) JavaScript
19 413 (25.57%) Amazon RDS
20 403 (24.95%) PostgreSQL
21 391 (24.21%) Amazon DynamoDB
22 389 (24.09%) Microservices
23 384 (23.78%) Analytics
24 381 (23.59%) Infrastructure as Code
25 372 (23.03%) Git (software)
26 370 (22.91%) Jenkins
27 353 (21.86%) Full Stack Development
28 341 (21.11%) Data Science
29 329 (20.37%) TDD
30 308 (19.07%) AWS CloudFormation

Amazon S3
Co-occurring IT Skills in London 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
1 211 (13.07%) Apache Spark
2 200 (12.38%) Elasticsearch
3 152 (9.41%) Apache Airflow
4 73 (4.52%) Apache
5 47 (2.91%) Jupyter
6 44 (2.72%) SAS
7 35 (2.17%) Cloud Foundry
7 35 (2.17%) CMS
8 28 (1.73%) Confluence
9 22 (1.36%) Drupal
9 22 (1.36%) Luigi
10 18 (1.11%) Tomcat
11 12 (0.74%) WordPress
12 9 (0.56%) Apache Pulsar
13 7 (0.43%) nginx
14 6 (0.37%) OpenStack
15 5 (0.31%) IIS
15 5 (0.31%) Jetty
16 1 (0.062%) Umbraco
16 1 (0.062%) WebLogic
Applications
1 10 (0.62%) Microsoft Office
2 9 (0.56%) Microsoft PowerPoint
3 8 (0.50%) Photoshop
3 8 (0.50%) Sketch
4 2 (0.12%) Microsoft Excel
5 1 (0.062%) Adobe Creative Suite
Business Applications
1 13 (0.80%) Payment Gateway
2 8 (0.50%) Shopify
3 6 (0.37%) Dynamics CRM
4 4 (0.25%) NetSuite
5 3 (0.19%) Salesforce.com CRM
6 1 (0.062%) SAP Oil and Gas
Cloud Services
1 1,545 (95.67%) AWS
2 770 (47.68%) Serverless
3 725 (44.89%) AWS Lambda
4 552 (34.18%) Amazon EC2
5 424 (26.25%) GCP
6 308 (19.07%) AWS CloudFormation
7 297 (18.39%) Amazon ECS
8 292 (18.08%) Amazon SQS
9 287 (17.77%) Azure
10 256 (15.85%) Amazon Kinesis
11 245 (15.17%) GitHub
12 234 (14.49%) Amazon CloudWatch
12 234 (14.49%) CloudFront
13 183 (11.33%) Amazon EMR
14 166 (10.28%) Route 53
15 146 (9.04%) Virtual Private Cloud
16 138 (8.54%) SaaS
17 116 (7.18%) Snowflake
18 107 (6.63%) Amazon EKS
19 92 (5.70%) GitHub Actions
Communications & Networking
1 58 (3.59%) DNS
2 41 (2.54%) HTTP
3 24 (1.49%) WebEx
4 20 (1.24%) VPN
5 17 (1.05%) Firewall
6 16 (0.99%) TCP/IP
7 14 (0.87%) Network Security
8 12 (0.74%) DSL
9 11 (0.68%) SMS
10 9 (0.56%) RIP
11 7 (0.43%) DHCP
11 7 (0.43%) Internet
12 5 (0.31%) DKIM
12 5 (0.31%) DMARC
12 5 (0.31%) Reverse Proxy
12 5 (0.31%) SSH
13 4 (0.25%) AMQP
13 4 (0.25%) Skype
13 4 (0.25%) SSL
13 4 (0.25%) Wireshark
Database & Business Intelligence
1 413 (25.57%) Amazon RDS
2 403 (24.95%) PostgreSQL
3 391 (24.21%) Amazon DynamoDB
4 304 (18.82%) Amazon Redshift
5 282 (17.46%) Amazon Athena
6 235 (14.55%) Data Warehouse
7 203 (12.57%) NoSQL
8 181 (11.21%) MySQL
9 171 (10.59%) Data Lake
10 157 (9.72%) Relational Database
11 143 (8.85%) Amazon Aurora
12 139 (8.61%) Big Data
13 126 (7.80%) Redis
14 121 (7.49%) BigQuery
15 119 (7.37%) Hadoop
16 104 (6.44%) Electronic Patient Records
17 86 (5.33%) Apache Hive
18 81 (5.02%) MongoDB
19 76 (4.71%) SQL Server
20 73 (4.52%) Tableau
Development Applications
1 372 (23.03%) Git (software)
2 370 (22.91%) Jenkins
3 129 (7.99%) JIRA
4 102 (6.32%) Cypress.io
5 96 (5.94%) CircleCI
6 90 (5.57%) Travis CI
7 85 (5.26%) TeamCity
8 75 (4.64%) Bitbucket
9 69 (4.27%) IBM UrbanCode
9 69 (4.27%) Octopus Deploy
9 69 (4.27%) Team Foundation Server
10 67 (4.15%) GitLab
11 42 (2.60%) Storybook
12 37 (2.29%) Selenium
13 36 (2.23%) webpack
14 35 (2.17%) JUnit
15 34 (2.11%) Artifactory
16 28 (1.73%) Atlassian Bamboo
17 24 (1.49%) Cucumber
17 24 (1.49%) Maven
General
1 560 (34.67%) Finance
2 295 (18.27%) Social Skills
3 184 (11.39%) Analytical Skills
4 103 (6.38%) Games
5 100 (6.19%) Banking
6 83 (5.14%) Marketing
7 58 (3.59%) Inclusion and Diversity
8 57 (3.53%) Retail
9 53 (3.28%) Presentation Skills
10 47 (2.91%) Front Office
11 45 (2.79%) Telecoms
12 43 (2.66%) Legal
12 43 (2.66%) Publishing
13 37 (2.29%) Advertising
14 33 (2.04%) Manufacturing
15 28 (1.73%) Tech for Good
16 27 (1.67%) Financial Institution
17 22 (1.36%) Aviation
17 22 (1.36%) Influencing Skills
17 22 (1.36%) Multimedia
Job Titles
1 406 (25.14%) Developer
2 364 (22.54%) Data Engineer
3 295 (18.27%) Software Engineer
4 201 (12.45%) AWS Engineer
5 151 (9.35%) DevOps Engineer
6 128 (7.93%) Senior Software Engineer
7 104 (6.44%) Full Stack Developer
8 89 (5.51%) Java Developer
9 87 (5.39%) Senior Data Engineer
10 78 (4.83%) Senior Developer
11 75 (4.64%) Java Engineer
12 70 (4.33%) Cloud Engineer
13 64 (3.96%) AWS Developer
14 63 (3.90%) Front End Developer (Client-Side Developer)
15 61 (3.78%) AWS DevOps
16 58 (3.59%) Python Engineer
16 58 (3.59%) Senior DevOps
17 57 (3.53%) Architect
18 55 (3.41%) AWS Software Engineer
18 55 (3.41%) React Developer
Libraries, Frameworks & Software Standards
1 473 (29.29%) React
2 302 (18.70%) Node.js
3 296 (18.33%) REST
4 228 (14.12%) Kafka
5 218 (13.50%) AngularJS
6 186 (11.52%) CSS
7 166 (10.28%) Vue.js
8 156 (9.66%) GraphQL
9 154 (9.54%) Elastic Stack
10 152 (9.41%) Jest
11 142 (8.79%) HTML
12 127 (7.86%) .NET
13 125 (7.74%) Web Services
14 120 (7.43%) PySpark
15 100 (6.19%) Django
15 100 (6.19%) Spring
16 99 (6.13%) JSON
17 91 (5.63%) Ruby on Rails
18 82 (5.08%) RabbitMQ
18 82 (5.08%) RESTful
Miscellaneous
1 155 (9.60%) User Experience
2 127 (7.86%) Algorithms
3 96 (5.94%) Data Structures
4 90 (5.57%) Greenfield Project
5 85 (5.26%) Cloud Native
6 73 (4.52%) Hedge funds
7 70 (4.33%) NHS
8 68 (4.21%) Mobile App
9 49 (3.03%) Public Cloud
10 42 (2.60%) Blog
10 42 (2.60%) Legacy Systems
10 42 (2.60%) Sports Betting
11 39 (2.41%) PlayStation
12 34 (2.11%) Digital Media
13 31 (1.92%) Management Information System
14 29 (1.80%) Over-the-Top Content
15 26 (1.61%) Replication
15 26 (1.61%) Tandem
16 22 (1.36%) Fixed Income
16 22 (1.36%) Foreign Exchange (FX)
Operating Systems
1 286 (17.71%) Linux
2 139 (8.61%) Windows
3 69 (4.27%) Mesosphere
4 55 (3.41%) Unix
5 45 (2.79%) Apple iOS
6 34 (2.11%) Ubuntu
6 34 (2.11%) Windows Server
7 33 (2.04%) Android
8 8 (0.50%) Kali Linux
9 6 (0.37%) CentOS
9 6 (0.37%) Debian
9 6 (0.37%) OpenWrt
10 5 (0.31%) VMS
11 3 (0.19%) Amazon Linux
11 3 (0.19%) Red Hat Enterprise Linux
11 3 (0.19%) Windows Server 2012
11 3 (0.19%) Windows Server 2016
12 1 (0.062%) Solaris
12 1 (0.062%) Windows 10
Processes & Methodologies
1 744 (46.07%) Agile
2 741 (45.88%) CI/CD
3 625 (38.70%) Software Engineering
4 557 (34.49%) DevOps
5 389 (24.09%) Microservices
6 384 (23.78%) Analytics
7 381 (23.59%) Infrastructure as Code
8 353 (21.86%) Full Stack Development
9 341 (21.11%) Data Science
10 329 (20.37%) TDD
11 292 (18.08%) Data Engineering
12 257 (15.91%) Problem-Solving
13 253 (15.67%) Machine Learning
14 252 (15.60%) ETL
15 249 (15.42%) Mentoring
16 239 (14.80%) Pair Programming
17 235 (14.55%) Data Pipeline
18 228 (14.12%) Continuous Integration
19 224 (13.87%) Event-Driven
20 206 (12.76%) Fintech
Programming Languages
1 976 (60.43%) Python
2 634 (39.26%) SQL
3 487 (30.15%) Java
4 420 (26.01%) JavaScript
5 291 (18.02%) TypeScript
6 207 (12.82%) Scala
7 155 (9.60%) Ruby
8 153 (9.47%) Go
9 151 (9.35%) Bash
10 121 (7.49%) C#
11 93 (5.76%) PowerShell
12 80 (4.95%) PHP
13 62 (3.84%) Kotlin
14 59 (3.65%) ES6
15 32 (1.98%) C
15 32 (1.98%) Shell Script
16 25 (1.55%) C++
17 23 (1.42%) R
18 21 (1.30%) T-SQL
19 19 (1.18%) Perl
Qualifications
1 168 (10.40%) Degree
2 90 (5.57%) Computer Science Degree
3 64 (3.96%) AWS Certification
4 28 (1.73%) Numerate Degree
5 13 (0.80%) Security Cleared
6 10 (0.62%) DBS Check
7 7 (0.43%) Master's Degree
8 6 (0.37%) ITIL Certification
8 6 (0.37%) PMI Certification
9 4 (0.25%) OCPJP
9 4 (0.25%) Oracle Certification
9 4 (0.25%) SC Cleared
9 4 (0.25%) Sun Certification
10 2 (0.12%) Microsoft Certification
11 1 (0.062%) ACCA
11 1 (0.062%) CCNA
11 1 (0.062%) Cisco Certification
11 1 (0.062%) MCP
11 1 (0.062%) MCSA
11 1 (0.062%) MCSE
Quality Assurance & Compliance
1 62 (3.84%) QA
2 57 (3.53%) Data Quality
3 37 (2.29%) GDPR
4 36 (2.23%) CDISC
4 36 (2.23%) HL7
5 29 (1.80%) Accessibility
6 21 (1.30%) PCI DSS
7 14 (0.87%) SEPA
8 6 (0.37%) GxP
9 4 (0.25%) SLA
10 2 (0.12%) PMO
System Software
1 687 (42.54%) Docker
2 40 (2.48%) Apache Flume
3 21 (1.30%) Active Directory
4 12 (0.74%) VMware Infrastructure
5 4 (0.25%) HDFS
5 4 (0.25%) Virtual Machines
6 3 (0.19%) zsh
7 2 (0.12%) Ceph
7 2 (0.12%) etcd
7 2 (0.12%) NFS
8 1 (0.062%) DRBD
8 1 (0.062%) KVM
Systems Management
1 536 (33.19%) Kubernetes
2 526 (32.57%) Terraform
3 218 (13.50%) Ansible
4 160 (9.91%) Prometheus
5 157 (9.72%) Puppet
6 140 (8.67%) Opscode Chef
7 117 (7.24%) Grafana
8 97 (6.01%) Kibana
9 89 (5.51%) logstash
10 85 (5.26%) Consul
11 69 (4.27%) Automic
12 45 (2.79%) Oozie
13 23 (1.42%) Rancher
14 22 (1.36%) Docker Swarm
14 22 (1.36%) Graphite
15 17 (1.05%) Packer
16 14 (0.87%) Nagios
17 12 (0.74%) StatsD
18 9 (0.56%) Graylog
18 9 (0.56%) Istio
Vendors
1 166 (10.28%) Google
2 147 (9.10%) Splunk
3 65 (4.02%) Oracle
4 58 (3.59%) Talend
5 57 (3.53%) Databricks
6 51 (3.16%) Microsoft
7 48 (2.97%) Alteryx
8 47 (2.91%) Cloudera
9 35 (2.17%) AppDynamics
10 34 (2.11%) BT
11 31 (1.92%) Cadence
11 31 (1.92%) New Relic
12 26 (1.61%) Snapchat
13 25 (1.55%) Zend
14 23 (1.42%) Adobe
14 23 (1.42%) Salesforce.com
15 22 (1.36%) Dell
15 22 (1.36%) Informatica
16 21 (1.30%) Siemens
17 20 (1.24%) Atlassian