Period
to 15 April 2021

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

Amazon Simple Storage Service (S3)
England > London
6 months to
15 Apr 2021
Same period 2020 Same period 2019
Rank 207 276 331
Rank change year-on-year +69 +55 +73
Permanent jobs citing Amazon S3 516 541 595
As % of all permanent jobs advertised in London 1.66% 1.17% 0.98%
As % of the Cloud Services category 3.65% 3.01% 3.15%
Number of salaries quoted 385 444 455
10th Percentile £51,250 £51,250 £50,000
25th Percentile £62,500 £56,250 £57,500
Median annual salary (50th Percentile) £75,000 £70,000 £70,000
Median % change year-on-year +7.14% - -
75th Percentile £97,500 £87,500 £90,000
90th Percentile £133,000 £110,000 £104,500
England median annual salary £72,500 £67,500 £65,000
% change year-on-year +7.41% +3.85% -

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 14,155 17,994 18,868
As % of all permanent IT jobs advertised in London 45.67% 38.82% 30.96%
Number of salaries quoted 11,462 14,832 15,614
10th Percentile £42,500 £36,250 £35,000
25th Percentile £53,750 £50,000 £47,500
Median annual salary (50th Percentile) £70,000 £67,500 £65,000
Median % change year-on-year +3.70% +3.85% +8.33%
75th Percentile £87,500 £86,250 £82,500
90th Percentile £105,000 £105,000 £95,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

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 15 April 2021.

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 15 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
Central London +46 49 £75,000 - 29
South London -12 26 £65,000 -17.46% 2
West London +28 7 £75,000 +20.00% 9
East London +14 1 £65,000 -26.14% 9
North London - 1 £30,000 -
Amazon S3
England

For the 6 months to 15 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 London region with a requirement for Amazon S3.

1 487 (94.38%) AWS
2 271 (52.52%) Python
3 270 (52.33%) Amazon EC2
4 263 (50.97%) Serverless
5 256 (49.61%) AWS Lambda
6 241 (46.71%) Agile Software Development
7 197 (38.18%) Amazon RDS
8 191 (37.02%) SQL
9 170 (32.95%) JavaScript
10 168 (32.56%) Docker
11 164 (31.78%) DevOps
12 161 (31.20%) Kubernetes
13 149 (28.88%) Amazon DynamoDB
14 140 (27.13%) Finance
15 136 (26.36%) Java
16 135 (26.16%) Terraform
17 127 (24.61%) Software Engineering
18 119 (23.06%) React
19 118 (22.87%) Node.js
20 113 (21.90%) TypeScript
21 105 (20.35%) Web Services
22 101 (19.57%) Amazon SQS
22 101 (19.57%) AWS CloudFormation
23 92 (17.83%) ETL
24 88 (17.05%) Git (software)
25 87 (16.86%) Linux
26 86 (16.67%) Jenkins
27 81 (15.70%) Virtual Private Cloud
27 81 (15.70%) Microservices
28 79 (15.31%) PostgreSQL

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 58 (11.24%) Apache Airflow
2 50 (9.69%) Apache
3 44 (8.53%) Apache Spark
3 44 (8.53%) Elasticsearch
4 34 (6.59%) Confluence
5 14 (2.71%) nginx
6 9 (1.74%) Cloud Foundry
6 9 (1.74%) IIS
7 8 (1.55%) Luigi
8 7 (1.36%) CMS
8 7 (1.36%) WordPress
9 2 (0.39%) Jetty
9 2 (0.39%) OpenStack
10 1 (0.19%) Apache Solr
10 1 (0.19%) Moodle
10 1 (0.19%) SAS
10 1 (0.19%) SharePoint
Applications
1 1 (0.19%) Microsoft Excel
Business Applications
1 4 (0.78%) Shopify
2 1 (0.19%) Oracle EBS
2 1 (0.19%) SAP APO
Cloud Services
1 487 (94.38%) AWS
2 270 (52.33%) Amazon EC2
3 263 (50.97%) Serverless
4 256 (49.61%) AWS Lambda
5 101 (19.57%) Amazon SQS
5 101 (19.57%) AWS CloudFormation
6 81 (15.70%) Virtual Private Cloud
7 77 (14.92%) Amazon ECS
8 66 (12.79%) Azure
9 60 (11.63%) Amazon CloudWatch
10 58 (11.24%) Amazon ELB
11 56 (10.85%) CloudFront
12 52 (10.08%) Route 53
13 49 (9.50%) GCP
14 46 (8.91%) Amazon EKS
15 43 (8.33%) Amazon Kinesis
16 41 (7.95%) SaaS
17 35 (6.78%) AWS Step Functions
18 31 (6.01%) Amazon Cognito
19 28 (5.43%) AWS CloudTrail
Communications & Networking
1 18 (3.49%) DNS
2 15 (2.91%) FTP
3 12 (2.33%) Internet
3 12 (2.33%) SSH
4 11 (2.13%) HTTP
5 7 (1.36%) AMQP
6 6 (1.16%) Firewall
7 5 (0.97%) SAN
7 5 (0.97%) SMTP
7 5 (0.97%) TCP/IP
8 3 (0.58%) Extranet
8 3 (0.58%) Intranet
8 3 (0.58%) VPN
9 2 (0.39%) BIG-IP
9 2 (0.39%) DHCP
9 2 (0.39%) Fibre Channel
9 2 (0.39%) Network Security
9 2 (0.39%) VSAN
10 1 (0.19%) LAN
10 1 (0.19%) VoIP
Database & Business Intelligence
1 197 (38.18%) Amazon RDS
2 149 (28.88%) Amazon DynamoDB
3 79 (15.31%) PostgreSQL
4 60 (11.63%) Amazon Redshift
5 58 (11.24%) Data Warehouse
6 46 (8.91%) Big Data
6 46 (8.91%) MySQL
7 40 (7.75%) SQL Server
8 35 (6.78%) NoSQL
9 34 (6.59%) Apache Ignite
10 32 (6.20%) MongoDB
11 29 (5.62%) Amazon Athena
12 28 (5.43%) BigQuery
13 27 (5.23%) Tableau
14 24 (4.65%) Data Lake
15 22 (4.26%) Apache Hive
16 19 (3.68%) Hadoop
16 19 (3.68%) Snowflake Schema
17 18 (3.49%) Azure SQL Database
18 16 (3.10%) Amazon QuickSight
Development Applications
1 88 (17.05%) Git (software)
2 86 (16.67%) Jenkins
3 56 (10.85%) JIRA
4 20 (3.88%) GitLab
5 18 (3.49%) Bitbucket
6 16 (3.10%) Cucumber
7 15 (2.91%) TeamCity
8 13 (2.52%) Selenium
8 13 (2.52%) Subversion
9 12 (2.33%) JUnit
10 10 (1.94%) EasyMock
11 9 (1.74%) Gradle
12 8 (1.55%) CircleCI
12 8 (1.55%) Cypress.io
12 8 (1.55%) ER Studio
12 8 (1.55%) ERwin
13 7 (1.36%) Atlassian Bamboo
13 7 (1.36%) Maven
13 7 (1.36%) Vagrant
14 6 (1.16%) Karma Test Runner
General
1 140 (27.13%) Finance
2 69 (13.37%) Front Office
3 19 (3.68%) Legal
4 16 (3.10%) Marketing
5 14 (2.71%) Retail
6 13 (2.52%) Banking
6 13 (2.52%) Public Sector
7 11 (2.13%) Law
8 10 (1.94%) Games
8 10 (1.94%) Local Government
9 8 (1.55%) Advertising
10 5 (0.97%) Telecoms
11 4 (0.78%) Publishing
12 3 (0.58%) Back Office
12 3 (0.58%) Digital Economy
13 2 (0.39%) Czech Language
13 2 (0.39%) Financial Institution
14 1 (0.19%) Electronics
14 1 (0.19%) Manufacturing
14 1 (0.19%) Retail Banking
Job Titles
1 185 (35.85%) Developer
2 83 (16.09%) Software Engineer
3 78 (15.12%) Data Engineer
4 68 (13.18%) Python Engineer
5 65 (12.60%) Python Developer
6 60 (11.63%) DevOps Engineer
7 56 (10.85%) AWS Engineer
8 42 (8.14%) AWS Developer
8 42 (8.14%) React Developer
9 39 (7.56%) Developer/Software Engineer
9 39 (7.56%) Python Software Engineer
10 34 (6.59%) JavaScript Developer
11 31 (6.01%) Architect
11 31 (6.01%) AWS DevOps
12 29 (5.62%) Senior Developer
13 28 (5.43%) JavaScript Engineer
14 25 (4.84%) AWS DevOps Engineer
15 23 (4.46%) AWS Architect
16 22 (4.26%) Full Stack Developer
17 20 (3.88%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 119 (23.06%) React
2 118 (22.87%) Node.js
3 105 (20.35%) Web Services
4 68 (13.18%) CSS
5 64 (12.40%) AngularJS
6 57 (11.05%) HTML
7 44 (8.53%) .NET
8 43 (8.33%) Vue.js
9 40 (7.75%) REST
10 39 (7.56%) Kafka
11 38 (7.36%) RESTful
12 34 (6.59%) Pandas
13 32 (6.20%) NumPy
14 25 (4.84%) HTML5
15 23 (4.46%) CSS3
15 23 (4.46%) GraphQL
16 22 (4.26%) Dask
17 21 (4.07%) Jest
17 21 (4.07%) Ruby on Rails
18 19 (3.68%) Sass
Miscellaneous
1 58 (11.24%) Equities
1 58 (11.24%) Hedge funds
2 37 (7.17%) Fixed Income
2 37 (7.17%) Foreign Exchange (FX)
3 36 (6.98%) Derivative
4 18 (3.49%) User Experience
5 15 (2.91%) Analytical Skills
6 11 (2.13%) Data Structures
7 10 (1.94%) Mobile App
7 10 (1.94%) Self-Motivation
7 10 (1.94%) Virtual Team
8 9 (1.74%) Blog
9 7 (1.36%) Algorithms
9 7 (1.36%) NHS
10 6 (1.16%) Data Centre
10 6 (1.16%) Greenfield Project
10 6 (1.16%) Linux Command Line
11 5 (0.97%) Enterprise Cloud
11 5 (0.97%) Podcast
12 4 (0.78%) Raspberry Pi
Operating Systems
1 87 (16.86%) Linux
2 30 (5.81%) Windows
3 25 (4.84%) Android
4 22 (4.26%) Unix
5 18 (3.49%) Apple iOS
6 12 (2.33%) Windows Server
7 11 (2.13%) Red Hat Enterprise Linux
8 9 (1.74%) CentOS
9 7 (1.36%) Ubuntu
10 6 (1.16%) VMS
11 4 (0.78%) Debian
11 4 (0.78%) Windows Server 2012
12 1 (0.19%) Fedora
12 1 (0.19%) Mac OS
12 1 (0.19%) Solaris
12 1 (0.19%) Windows 10
12 1 (0.19%) Windows Server 2019
Processes & Methodologies
1 241 (46.71%) Agile Software Development
2 164 (31.78%) DevOps
3 127 (24.61%) Software Engineering
4 92 (17.83%) ETL
5 81 (15.70%) Microservices
6 76 (14.73%) Fintech
7 70 (13.57%) Infrastructure as Code
8 66 (12.79%) Asset Management
9 61 (11.82%) Problem-Solving
10 60 (11.63%) Machine Learning
11 51 (9.88%) Business Intelligence
12 48 (9.30%) Computer Science
12 48 (9.30%) Continuous Delivery
12 48 (9.30%) Continuous Integration
13 46 (8.91%) Test Automation
14 45 (8.72%) Data Modelling
15 42 (8.14%) Data Science
16 38 (7.36%) Analytics
16 38 (7.36%) TDD
17 37 (7.17%) Scrum
Programming Languages
1 271 (52.52%) Python
2 191 (37.02%) SQL
3 170 (32.95%) JavaScript
4 136 (26.36%) Java
5 113 (21.90%) TypeScript
6 68 (13.18%) Scala
7 45 (8.72%) C#
8 44 (8.53%) Kotlin
9 35 (6.78%) Ruby
10 33 (6.40%) Clojure
11 27 (5.23%) ES6
12 24 (4.65%) Bash Shell
12 24 (4.65%) PHP
12 24 (4.65%) PowerShell
13 23 (4.46%) Go
14 8 (1.55%) Apple Swift
14 8 (1.55%) Objective-C
15 7 (1.36%) R
16 6 (1.16%) C++
16 6 (1.16%) Java 8
Qualifications
1 52 (10.08%) Degree
2 33 (6.40%) Computer Science Degree
3 12 (2.33%) AWS Certification
4 6 (1.16%) Numerate Degree
5 5 (0.97%) SC Cleared
5 5 (0.97%) Security Cleared
6 2 (0.39%) CISA
6 2 (0.39%) CISM
6 2 (0.39%) CISSP
7 1 (0.19%) MCSE
7 1 (0.19%) Microsoft Certification
7 1 (0.19%) PhD
7 1 (0.19%) RHCE
7 1 (0.19%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 30 (5.81%) QA
2 6 (1.16%) GDPR
3 4 (0.78%) ISO/IEC 27001
3 4 (0.78%) PCI DSS
3 4 (0.78%) SLA
4 3 (0.58%) NIST
5 2 (0.39%) PMO
6 1 (0.19%) Actionable Recommendations
6 1 (0.19%) Data Quality
6 1 (0.19%) HIPAA
System Software
1 168 (32.56%) Docker
2 18 (3.49%) Active Directory
3 8 (1.55%) HDFS
4 6 (1.16%) VMware Infrastructure
5 2 (0.39%) VMware ESXi
6 1 (0.19%) Ceph
6 1 (0.19%) GridGain
6 1 (0.19%) Hyper-V
6 1 (0.19%) NFS
6 1 (0.19%) Oracle RAC
6 1 (0.19%) Virtual Machines
Systems Management
1 161 (31.20%) Kubernetes
2 135 (26.16%) Terraform
3 47 (9.11%) Ansible
4 21 (4.07%) Puppet
5 15 (2.91%) Opscode Chef
6 8 (1.55%) Failover Clustering
7 7 (1.36%) Grafana
7 7 (1.36%) Prometheus
8 5 (0.97%) Packer
9 4 (0.78%) Nagios
10 3 (0.58%) Oozie
11 2 (0.39%) Docker Swarm
11 2 (0.39%) Kibana
12 1 (0.19%) Argo
12 1 (0.19%) Enterprise Manager Cloud Control
12 1 (0.19%) Galera Cluster
12 1 (0.19%) Hadoop YARN
12 1 (0.19%) Mesos
12 1 (0.19%) Opsgenie
12 1 (0.19%) Single Sign-On
Vendors
1 31 (6.01%) Microsoft
2 27 (5.23%) Google
3 17 (3.29%) Oracle
4 15 (2.91%) Salesforce.com
5 13 (2.52%) Databricks
5 13 (2.52%) SAP
6 10 (1.94%) Talend
6 10 (1.94%) VMware
7 8 (1.55%) Alteryx
8 7 (1.36%) Spotify
9 6 (1.16%) Cisco
9 6 (1.16%) Guidewire
9 6 (1.16%) IBM
10 5 (0.97%) Atlassian
10 5 (0.97%) HubSpot
10 5 (0.97%) New Relic
10 5 (0.97%) Red Hat
11 4 (0.78%) 3PAR
11 4 (0.78%) Birst
11 4 (0.78%) MuleSoft