Period
to 17 January 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 17 January 2021 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
England > London
6 months to
17 Jan 2021
Same period 2020 Same period 2019
Rank 195 228 370
Rank change year-on-year +33 +142 +148
Permanent jobs citing Amazon S3 406 760 503
As % of all permanent jobs advertised in London 1.72% 1.48% 0.80%
As % of the Cloud Services category 3.90% 3.90% 2.74%
Number of salaries quoted 416 673 438
Median annual salary £80,000 £77,500 £70,000
Median salary % change year-on-year +3.23% +10.71% -
10th Percentile £55,000 £52,500 £47,500
90th Percentile £136,250 £140,000 £95,375
England median annual salary £72,500 £72,000 £65,000
% change year-on-year +0.69% +10.77% -

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 10,414 19,481 18,348
As % of all permanent IT jobs advertised in London 44.17% 38.04% 29.21%
Number of salaries quoted 8,862 16,072 15,030
Median annual salary £70,000 £65,000 £65,000
Median salary % change year-on-year +7.69% - +8.33%
10th Percentile £42,500 £35,000 £35,000
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 17 January 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 17 January 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 +77 45 £72,500 -3.33% 21
South London +9 17 £65,000 -16.13% 6
West London +61 9 £75,000 +20.00% 2
East London +27 7 £65,000 -20.73% 5
North London - 1 £30,000 -
Amazon S3
England

For the 6 months to 17 January 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.

1 383 (94.33%) AWS
2 294 (72.41%) Python
3 258 (63.55%) Amazon EC2
4 222 (54.68%) Serverless
5 211 (51.97%) AWS Lambda
6 202 (49.75%) SQL
7 170 (41.87%) Agile Software Development
8 161 (39.66%) Amazon DynamoDB
9 151 (37.19%) Finance
10 141 (34.73%) Java
11 140 (34.48%) JavaScript
12 139 (34.24%) Amazon RDS
13 127 (31.28%) Web Services
14 123 (30.30%) Software Engineering
15 120 (29.56%) Equities
16 116 (28.57%) React
17 113 (27.83%) Hedge funds
18 104 (25.62%) AngularJS
19 102 (25.12%) Kotlin
20 101 (24.88%) DevOps
21 100 (24.63%) Front Office
21 100 (24.63%) Asset Management
22 99 (24.38%) Fixed Income
22 99 (24.38%) Derivative
22 99 (24.38%) Foreign Exchange (FX)
22 99 (24.38%) Vue.js
23 93 (22.91%) Kubernetes
24 83 (20.44%) TypeScript
25 69 (17.00%) Docker
26 67 (16.50%) Virtual Private Cloud

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 48 (11.82%) Apache Airflow
2 40 (9.85%) Apache
3 35 (8.62%) Apache Spark
4 16 (3.94%) Elasticsearch
5 13 (3.20%) SharePoint
6 12 (2.96%) Confluence
7 8 (1.97%) Luigi
7 8 (1.97%) nginx
8 7 (1.72%) CMS
9 5 (1.23%) WordPress
10 4 (0.99%) IIS
11 1 (0.25%) Apache Solr
11 1 (0.25%) BizTalk Server
11 1 (0.25%) Moodle
11 1 (0.25%) OpenStack
Applications
1 1 (0.25%) Microsoft Excel
1 1 (0.25%) Microsoft Office
Business Applications
1 2 (0.49%) Shopify
2 1 (0.25%) Dynamics CRM
2 1 (0.25%) Oracle EBS
2 1 (0.25%) SAP APO
Cloud Services
1 383 (94.33%) AWS
2 258 (63.55%) Amazon EC2
3 222 (54.68%) Serverless
4 211 (51.97%) AWS Lambda
5 67 (16.50%) Virtual Private Cloud
6 66 (16.26%) Amazon ELB
7 61 (15.02%) AWS CloudFormation
8 57 (14.04%) Amazon Kinesis
9 55 (13.55%) Route 53
10 49 (12.07%) Amazon SQS
11 47 (11.58%) Amazon CloudWatch
12 46 (11.33%) Azure
12 46 (11.33%) GCP
13 43 (10.59%) Amazon ECS
14 28 (6.90%) Amazon EKS
14 28 (6.90%) SaaS
15 20 (4.93%) AWS CloudTrail
15 20 (4.93%) AWS CodeDeploy
16 18 (4.43%) CloudFront
17 17 (4.19%) Power Platform
Communications & Networking
1 12 (2.96%) DNS
1 12 (2.96%) WebEx
2 10 (2.46%) SSH
3 8 (1.97%) FTP
3 8 (1.97%) HTTP
3 8 (1.97%) SMTP
4 7 (1.72%) AMQP
5 6 (1.48%) Firewall
6 5 (1.23%) SAN
7 2 (0.49%) Fibre Channel
7 2 (0.49%) NAS
7 2 (0.49%) VPN
8 1 (0.25%) Internet
8 1 (0.25%) Skype
8 1 (0.25%) TCP/IP
8 1 (0.25%) WAN
Database & Business Intelligence
1 161 (39.66%) Amazon DynamoDB
2 139 (34.24%) Amazon RDS
3 53 (13.05%) Amazon Redshift
4 40 (9.85%) PostgreSQL
5 38 (9.36%) Amazon Athena
6 36 (8.87%) Data Warehouse
7 32 (7.88%) Apache Ignite
8 29 (7.14%) NoSQL
8 29 (7.14%) SQL Server
9 26 (6.40%) BigQuery
9 26 (6.40%) Data Lake
10 24 (5.91%) MongoDB
11 20 (4.93%) Redis
11 20 (4.93%) Tableau
12 19 (4.68%) MySQL
13 17 (4.19%) Big Data
13 17 (4.19%) Power BI
14 15 (3.69%) Amazon QuickSight
14 15 (3.69%) Looker
14 15 (3.69%) Snowflake Schema
Development Applications
1 47 (11.58%) Jenkins
2 31 (7.64%) Git (software)
3 28 (6.90%) JIRA
4 27 (6.65%) TeamCity
5 11 (2.71%) Cucumber
5 11 (2.71%) Selenium
6 9 (2.22%) GitLab
7 8 (1.97%) Subversion
8 6 (1.48%) Karma Test Runner
9 5 (1.23%) Bitbucket
10 4 (0.99%) Cypress.io
10 4 (0.99%) git-flow
10 4 (0.99%) Gradle
10 4 (0.99%) Jasmine
10 4 (0.99%) Octopus Deploy
11 3 (0.74%) CircleCI
11 3 (0.74%) Codeship
11 3 (0.74%) eggPlant
11 3 (0.74%) Locust
11 3 (0.74%) PHPUnit
General
1 151 (37.19%) Finance
2 100 (24.63%) Front Office
3 23 (5.67%) Banking
4 18 (4.43%) Marketing
5 17 (4.19%) Investment Banking
6 12 (2.96%) Law
7 9 (2.22%) Retail
8 8 (1.97%) Legal
9 7 (1.72%) Games
10 5 (1.23%) Advertising
11 3 (0.74%) Digital Economy
11 3 (0.74%) Telecoms
12 2 (0.49%) Publishing
13 1 (0.25%) Electronics
13 1 (0.25%) General Ledger
13 1 (0.25%) Manufacturing
13 1 (0.25%) Pharmaceutical
13 1 (0.25%) Public Sector
13 1 (0.25%) Retail Banking
Job Titles
1 165 (40.64%) Developer
2 113 (27.83%) Python Engineer
3 111 (27.34%) Python Developer
4 105 (25.86%) Software Engineer
5 99 (24.38%) Developer/Software Engineer
6 89 (21.92%) Python Software Engineer
7 65 (16.01%) Data Engineer
8 62 (15.27%) JavaScript Developer
9 59 (14.53%) JavaScript Engineer
10 49 (12.07%) DevOps Engineer
11 47 (11.58%) AWS Engineer
12 33 (8.13%) AWS DevOps
13 27 (6.65%) AWS DevOps Engineer
14 23 (5.67%) Architect
14 23 (5.67%) React Developer
15 22 (5.42%) Full Stack Developer
15 22 (5.42%) Senior Data Engineer
16 19 (4.68%) AWS Architect
17 16 (3.94%) AWS Infrastructure Architect
17 16 (3.94%) Infrastructure Architect
Libraries, Frameworks & Software Standards
1 127 (31.28%) Web Services
2 116 (28.57%) React
3 104 (25.62%) AngularJS
4 99 (24.38%) Vue.js
5 45 (11.08%) Node.js
6 33 (8.13%) Pandas
7 31 (7.64%) NumPy
8 27 (6.65%) HTML
9 24 (5.91%) Kafka
9 24 (5.91%) PySpark
9 24 (5.91%) REST
10 22 (5.42%) Dask
10 22 (5.42%) Lambda Expressions
11 21 (5.17%) CSS
12 15 (3.69%) .NET
12 15 (3.69%) CSS3
13 13 (3.20%) RESTful
14 12 (2.96%) XMPP
15 11 (2.71%) Django
16 10 (2.46%) Flask
Miscellaneous
1 120 (29.56%) Equities
2 113 (27.83%) Hedge funds
3 99 (24.38%) Derivative
3 99 (24.38%) Fixed Income
3 99 (24.38%) Foreign Exchange (FX)
4 13 (3.20%) Greenfield Project
4 13 (3.20%) Public Cloud
5 9 (2.22%) User Experience
6 6 (1.48%) Enterprise Cloud
7 5 (1.23%) Mobile App
7 5 (1.23%) NHS
7 5 (1.23%) Podcast
8 4 (0.99%) Arduino
8 4 (0.99%) Data Centre
8 4 (0.99%) Raspberry Pi
9 3 (0.74%) Social Media
10 2 (0.49%) Algorithms
10 2 (0.49%) Distributed Denial-of-Service
10 2 (0.49%) Enterprise Software
10 2 (0.49%) Hybrid Cloud
Operating Systems
1 52 (12.81%) Linux
2 21 (5.17%) Windows
3 12 (2.96%) Unix
3 12 (2.96%) Windows Server
4 10 (2.46%) Android
5 8 (1.97%) Apple iOS
5 8 (1.97%) Red Hat Enterprise Linux
6 3 (0.74%) Mesosphere
6 3 (0.74%) VMS
7 1 (0.25%) CentOS
7 1 (0.25%) Debian
7 1 (0.25%) Fedora
7 1 (0.25%) Mac OS
7 1 (0.25%) Mac OS X
7 1 (0.25%) Solaris
7 1 (0.25%) Windows 10
7 1 (0.25%) Windows Server 2012
7 1 (0.25%) Windows Server 2019
Processes & Methodologies
1 170 (41.87%) Agile Software Development
2 123 (30.30%) Software Engineering
3 101 (24.88%) DevOps
4 100 (24.63%) Asset Management
5 56 (13.79%) ETL
6 50 (12.32%) Fintech
7 47 (11.58%) Configuration Management
8 41 (10.10%) Infrastructure as Code
8 41 (10.10%) Machine Learning
9 38 (9.36%) Business Intelligence
10 33 (8.13%) Continuous Integration
11 28 (6.90%) Data Science
11 28 (6.90%) Microservices
12 26 (6.40%) Data Engineering
13 23 (5.67%) Migration
13 23 (5.67%) Problem-Solving
14 21 (5.17%) Continuous Delivery
14 21 (5.17%) Investment Management
14 21 (5.17%) ITIL
14 21 (5.17%) Visualisation
Programming Languages
1 294 (72.41%) Python
2 202 (49.75%) SQL
3 141 (34.73%) Java
4 140 (34.48%) JavaScript
5 102 (25.12%) Kotlin
6 83 (20.44%) TypeScript
7 50 (12.32%) Scala
8 34 (8.37%) PowerShell
9 32 (7.88%) Clojure
10 30 (7.39%) C#
11 25 (6.16%) PHP
12 24 (5.91%) Ruby
13 23 (5.67%) Bash Shell
14 19 (4.68%) Go
15 12 (2.96%) C++
16 7 (1.72%) Apple Swift
16 7 (1.72%) ES6
16 7 (1.72%) Objective-C
17 5 (1.23%) VB.NET
18 4 (0.99%) Google Apps Script
Qualifications
1 18 (4.43%) Degree
2 13 (3.20%) AWS Certification
3 11 (2.71%) Computer Science Degree
4 9 (2.22%) Security Cleared
5 8 (1.97%) Citrix Certification
5 8 (1.97%) ITIL Certification
5 8 (1.97%) SC Cleared
6 2 (0.49%) Master's Degree
6 2 (0.49%) MCSE
6 2 (0.49%) Microsoft Certification
6 2 (0.49%) PhD
7 1 (0.25%) CISA
7 1 (0.25%) CISM
7 1 (0.25%) CISSP
7 1 (0.25%) ITIL Foundation Certificate
7 1 (0.25%) RHCE
7 1 (0.25%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 16 (3.94%) QA
2 9 (2.22%) SLA
3 3 (0.74%) GDPR
3 3 (0.74%) PCI DSS
4 2 (0.49%) ISO/IEC 27001
4 2 (0.49%) NIST
5 1 (0.25%) Data Quality
System Software
1 69 (17.00%) Docker
2 25 (6.16%) Active Directory
3 14 (3.45%) VMware Infrastructure
4 4 (0.99%) Apache Flume
4 4 (0.99%) Virtual Machines
5 2 (0.49%) Hyper-V
6 1 (0.25%) Oracle RAC
Systems Management
1 93 (22.91%) Kubernetes
2 57 (14.04%) Terraform
3 30 (7.39%) Ansible
4 22 (5.42%) Puppet
5 19 (4.68%) Opscode Chef
6 12 (2.96%) Prometheus
6 12 (2.96%) SCCM
7 9 (2.22%) Grafana
7 9 (2.22%) Oozie
8 8 (1.97%) Failover Clustering
9 4 (0.99%) Kibana
9 4 (0.99%) logstash
9 4 (0.99%) Rancher
10 3 (0.74%) Automic
10 3 (0.74%) Consul
10 3 (0.74%) ZABBIX
11 2 (0.49%) Nagios
12 1 (0.25%) Foglight
12 1 (0.25%) NetBackup
12 1 (0.25%) Oracle Enterprise Manager
Vendors
1 31 (7.64%) Microsoft
2 19 (4.68%) VMware
3 16 (3.94%) Cisco
4 14 (3.45%) Google
5 12 (2.96%) Citrix
5 12 (2.96%) Talend
6 10 (2.46%) Alteryx
6 10 (2.46%) Oracle
7 9 (2.22%) Databricks
8 6 (1.48%) Splunk
9 5 (1.23%) HubSpot
10 4 (0.99%) Bloomberg
10 4 (0.99%) Brocade
10 4 (0.99%) EMC
10 4 (0.99%) Guidewire
10 4 (0.99%) Informatica
10 4 (0.99%) MuleSoft
10 4 (0.99%) StreamSets
11 3 (0.74%) Hitachi
11 3 (0.74%) Spotify