Period
to 1 October 2020

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 1 October 2020 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > England
6 months to
1 Oct 2020
Same period 2019 Same period 2018
Rank 282 361 499
Rank change year-on-year +79 +138 +221
Permanent jobs citing Amazon S3 485 1,120 861
As % of all permanent jobs advertised in England 1.10% 0.86% 0.56%
As % of the Cloud Services category 2.77% 2.74% 2.24%
Number of salaries quoted 466 936 768
Median annual salary £70,000 £72,500 £65,000
Median salary % change year-on-year -3.45% +11.54% +13.04%
10th Percentile £42,500 £45,000 £41,250
90th Percentile £128,750 £115,000 £92,500
UK median annual salary £70,000 £72,500 £65,000
% change year-on-year -3.45% +11.54% +16.07%

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 17,527 40,871 38,365
As % of all permanent IT jobs advertised in England 39.70% 31.55% 24.85%
Number of salaries quoted 14,750 33,551 31,310
Median annual salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% - +6.80%
10th Percentile £33,750 £30,000 £30,000
90th Percentile £95,000 £90,000 £85,000
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +10.00%

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 1 October 2020.

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 1 October 2020. 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 +58 338 £80,000 - 70
North of England +107 53 £62,500 +4.17% 17
South West +143 42 £46,750 -15.00% 2
Yorkshire +167 31 £65,000 +13.49% 6
South East +170 22 £60,000 -11.11% 8
North West +40 21 £58,750 -6.00% 9
Midlands +91 18 £51,250 -22.64% 11
West Midlands +52 10 £50,000 -27.27% 8
East of England +134 9 £52,500 -17.65% 7
East Midlands +98 8 £75,000 +42.86% 3
North East +16 1 £44,000 -23.18% 2
Amazon S3
UK

For the 6 months to 1 October 2020, 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.

1 476 (98.14%) AWS
2 307 (63.30%) Python
3 303 (62.47%) Amazon EC2
4 261 (53.81%) Serverless
5 246 (50.72%) AWS Lambda
6 196 (40.41%) Agile Software Development
7 195 (40.21%) SQL
8 176 (36.29%) Amazon DynamoDB
9 168 (34.64%) DevOps
10 152 (31.34%) JavaScript
11 143 (29.48%) Finance
12 138 (28.45%) Amazon RDS
13 134 (27.63%) Software Engineering
14 130 (26.80%) Java
14 130 (26.80%) React
15 124 (25.57%) Web Services
16 105 (21.65%) Linux
17 103 (21.24%) AngularJS
18 101 (20.82%) AWS CloudFormation
19 96 (19.79%) Equities
20 94 (19.38%) Front Office
20 94 (19.38%) Terraform
21 93 (19.18%) Kubernetes
22 92 (18.97%) Vue.js
22 92 (18.97%) Route 53
23 91 (18.76%) Hedge funds
24 89 (18.35%) Asset Management
24 89 (18.35%) Kotlin
25 88 (18.14%) Fixed Income
25 88 (18.14%) Derivative

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 56 (11.55%) Apache Spark
2 35 (7.22%) Elasticsearch
3 25 (5.15%) Apache
3 25 (5.15%) Apache Airflow
4 14 (2.89%) Confluence
4 14 (2.89%) SharePoint
5 8 (1.65%) nginx
6 7 (1.44%) Tomcat
7 6 (1.24%) IIS
8 4 (0.82%) Luigi
9 3 (0.62%) BizTalk Server
9 3 (0.62%) OpenStack
10 2 (0.41%) DNN
10 2 (0.41%) Jupyter
11 1 (0.21%) Apache Solr
11 1 (0.21%) CMS
11 1 (0.21%) Drupal
11 1 (0.21%) Joomla!
11 1 (0.21%) WordPress
Applications
1 7 (1.44%) Microsoft Office
2 5 (1.03%) Microsoft Excel
Business Applications
1 4 (0.82%) Eikon
2 3 (0.62%) Dynamics CRM
3 2 (0.41%) Payment Gateway
3 2 (0.41%) Sparx Enterprise Architect
Cloud Services
1 476 (98.14%) AWS
2 303 (62.47%) Amazon EC2
3 261 (53.81%) Serverless
4 246 (50.72%) AWS Lambda
5 101 (20.82%) AWS CloudFormation
6 92 (18.97%) Route 53
7 81 (16.70%) Amazon ELB
8 79 (16.29%) Virtual Private Cloud
9 75 (15.46%) Azure
10 61 (12.58%) GCP
11 58 (11.96%) SaaS
12 54 (11.13%) Amazon Kinesis
13 49 (10.10%) Amazon ECS
13 49 (10.10%) AWS Elastic Beanstalk
14 46 (9.48%) Amazon SQS
15 35 (7.22%) Amazon CloudWatch
16 31 (6.39%) Amazon EMR
17 30 (6.19%) Amazon EKS
18 27 (5.57%) Power Platform
19 26 (5.36%) AWS CodeDeploy
Communications & Networking
1 23 (4.74%) DNS
2 17 (3.51%) Firewall
2 17 (3.51%) VPN
3 14 (2.89%) WebEx
4 6 (1.24%) SAN
5 5 (1.03%) RTP
6 4 (0.82%) WAN
7 3 (0.62%) FTP
7 3 (0.62%) HTTP
7 3 (0.62%) Intrusion Detection
7 3 (0.62%) LAN
7 3 (0.62%) SMTP
7 3 (0.62%) SSH
8 2 (0.41%) Internet
8 2 (0.41%) NAS
8 2 (0.41%) Network Security
8 2 (0.41%) TCP/IP
8 2 (0.41%) VoIP
8 2 (0.41%) Wi-Fi
8 2 (0.41%) Wireless
Database & Business Intelligence
1 176 (36.29%) Amazon DynamoDB
2 138 (28.45%) Amazon RDS
3 74 (15.26%) Amazon Redshift
4 59 (12.16%) MySQL
5 52 (10.72%) Big Data
5 52 (10.72%) SQL Server
6 51 (10.52%) PostgreSQL
7 49 (10.10%) Redis
8 46 (9.48%) NoSQL
9 45 (9.28%) Amazon Athena
10 37 (7.63%) Data Warehouse
11 36 (7.42%) MongoDB
12 35 (7.22%) Hadoop
13 34 (7.01%) Data Lake
14 32 (6.60%) BigQuery
15 27 (5.57%) Power BI
16 25 (5.15%) Snowflake Schema
17 23 (4.74%) Relational Database
18 20 (4.12%) Amazon Aurora
19 19 (3.92%) Looker
Development Applications
1 65 (13.40%) Jenkins
2 40 (8.25%) Git (software)
2 40 (8.25%) JIRA
3 36 (7.42%) TeamCity
4 17 (3.51%) Bitbucket
5 16 (3.30%) Codeship
6 15 (3.09%) Octopus Deploy
7 12 (2.47%) GitLab
8 8 (1.65%) CircleCI
8 8 (1.65%) Sonatype Nexus
8 8 (1.65%) Vagrant
9 7 (1.44%) Selenium
10 6 (1.24%) Artifactory
10 6 (1.24%) Bitbucket Server
10 6 (1.24%) SonarQube
10 6 (1.24%) webpack
11 5 (1.03%) git-flow
11 5 (1.03%) GoCD
11 5 (1.03%) Mocha
11 5 (1.03%) TestCafe
General
1 143 (29.48%) Finance
2 94 (19.38%) Front Office
3 37 (7.63%) Banking
4 32 (6.60%) Investment Banking
5 19 (3.92%) Marketing
6 16 (3.30%) Law
7 8 (1.65%) Games
8 5 (1.03%) Public Sector
8 5 (1.03%) Retail
9 4 (0.82%) Manufacturing
9 4 (0.82%) Pharmaceutical
10 2 (0.41%) Legal
10 2 (0.41%) Telecoms
11 1 (0.21%) Electronics
Job Titles
1 148 (30.52%) Developer
2 103 (21.24%) DevOps Engineer
3 102 (21.03%) Python Engineer
4 100 (20.62%) Software Engineer
5 86 (17.73%) Developer/Software Engineer
5 86 (17.73%) Python Developer
6 81 (16.70%) Python Software Engineer
7 77 (15.88%) AWS Engineer
8 75 (15.46%) Data Engineer
9 58 (11.96%) JavaScript Developer
10 56 (11.55%) JavaScript Engineer
11 50 (10.31%) AWS DevOps
12 44 (9.07%) AWS DevOps Engineer
13 28 (5.77%) Senior DevOps
14 26 (5.36%) Full Stack Developer
15 23 (4.74%) Cloud Engineer
16 22 (4.54%) Senior DevOps Engineer
17 19 (3.92%) React Developer
17 19 (3.92%) Senior Data Engineer
18 18 (3.71%) Architect
Libraries, Frameworks & Software Standards
1 130 (26.80%) React
2 124 (25.57%) Web Services
3 103 (21.24%) AngularJS
4 92 (18.97%) Vue.js
5 55 (11.34%) Node.js
6 46 (9.48%) Kafka
7 30 (6.19%) .NET
8 26 (5.36%) HTML
8 26 (5.36%) PySpark
9 20 (4.12%) Elastic Stack
10 19 (3.92%) CSS
11 17 (3.51%) Lambda Expressions
12 16 (3.30%) Pandas
13 15 (3.09%) NumPy
13 15 (3.09%) REST
14 14 (2.89%) Flask
14 14 (2.89%) XMPP
15 13 (2.68%) .NET Framework
15 13 (2.68%) HTML5
15 13 (2.68%) RESTful
Miscellaneous
1 96 (19.79%) Equities
2 91 (18.76%) Hedge funds
3 88 (18.14%) Derivative
3 88 (18.14%) Fixed Income
3 88 (18.14%) Foreign Exchange (FX)
4 31 (6.39%) Public Cloud
5 21 (4.33%) Analytical Skills
6 18 (3.71%) User Experience
7 17 (3.51%) Cloud Native
7 17 (3.51%) Greenfield Project
8 12 (2.47%) Algorithms
9 10 (2.06%) Data Centre
10 9 (1.86%) Replication
10 9 (1.86%) Self-Motivation
11 4 (0.82%) Enterprise Software
11 4 (0.82%) Hybrid Cloud
11 4 (0.82%) Video Conferencing
12 3 (0.62%) Data Structures
12 3 (0.62%) Enterprise Cloud
12 3 (0.62%) Renewable Energy
Operating Systems
1 105 (21.65%) Linux
2 48 (9.90%) Windows
3 27 (5.57%) Red Hat Enterprise Linux
4 21 (4.33%) Windows Server
5 13 (2.68%) CentOS
6 12 (2.47%) Unix
7 7 (1.44%) CoreOS
8 4 (0.82%) Mesosphere
8 4 (0.82%) Ubuntu
9 3 (0.62%) Mac OS X
10 2 (0.41%) DC/OS
10 2 (0.41%) Windows Server 2016
11 1 (0.21%) VMS
11 1 (0.21%) Windows 10
11 1 (0.21%) Windows Server 2012
11 1 (0.21%) Windows Server 2019
Processes & Methodologies
1 196 (40.41%) Agile Software Development
2 168 (34.64%) DevOps
3 134 (27.63%) Software Engineering
4 89 (18.35%) Asset Management
5 71 (14.64%) Configuration Management
6 64 (13.20%) ETL
7 54 (11.13%) Data Science
8 50 (10.31%) Analytics
8 50 (10.31%) Infrastructure as Code
9 48 (9.90%) Machine Learning
10 41 (8.45%) Continuous Integration
11 37 (7.63%) Scrum
12 36 (7.42%) Microservices
13 35 (7.22%) Fintech
13 35 (7.22%) Investment Management
14 33 (6.80%) Data Engineering
15 32 (6.60%) Auto-Scaling
15 32 (6.60%) Business Intelligence
16 28 (5.77%) Mentoring
17 27 (5.57%) Infrastructure Engineering
Programming Languages
1 307 (63.30%) Python
2 195 (40.21%) SQL
3 152 (31.34%) JavaScript
4 130 (26.80%) Java
5 89 (18.35%) Kotlin
6 78 (16.08%) TypeScript
7 58 (11.96%) Bash Shell
8 42 (8.66%) PowerShell
9 37 (7.63%) C#
10 35 (7.22%) Ruby
11 30 (6.19%) Scala
12 24 (4.95%) PHP
13 18 (3.71%) Go
14 14 (2.89%) VB.NET
15 13 (2.68%) Clojure
16 12 (2.47%) PL/SQL
16 12 (2.47%) R
17 10 (2.06%) ES6
18 9 (1.86%) C++
18 9 (1.86%) Shell Script
Qualifications
1 28 (5.77%) Security Cleared
2 27 (5.57%) AWS Certification
3 26 (5.36%) SC Cleared
4 22 (4.54%) Degree
5 13 (2.68%) ITIL Certification
6 9 (1.86%) Citrix Certification
7 8 (1.65%) Computer Science Degree
8 5 (1.03%) Cisco Certification
8 5 (1.03%) MCSE
8 5 (1.03%) Microsoft Certification
9 3 (0.62%) (ISC)2 CCSP
9 3 (0.62%) CCSP
9 3 (0.62%) CISSP
9 3 (0.62%) PhD
9 3 (0.62%) PMI Certification
10 2 (0.41%) CCNA
10 2 (0.41%) ITIL Foundation Certificate
10 2 (0.41%) Master's Degree
11 1 (0.21%) CEH
11 1 (0.21%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 14 (2.89%) SLA
2 5 (1.03%) ISO 9001
2 5 (1.03%) ISO/IEC 27001
3 4 (0.82%) QA
4 3 (0.62%) Data Quality
5 2 (0.41%) GDPR
6 1 (0.21%) PCI DSS
System Software
1 80 (16.49%) Docker
2 26 (5.36%) VMware Infrastructure
3 19 (3.92%) Active Directory
4 7 (1.44%) GlusterFS
4 7 (1.44%) VirtualBox
5 6 (1.24%) Varnish
5 6 (1.24%) Virtual Machines
5 6 (1.24%) Virtual Servers
5 6 (1.24%) vSphere
6 4 (0.82%) Apache Flume
6 4 (0.82%) Apache ZooKeeper
6 4 (0.82%) Hyper-V
7 2 (0.41%) VMware ESXi
7 2 (0.41%) VMware NSX
8 1 (0.21%) FreeRADIUS
8 1 (0.21%) NFS
8 1 (0.21%) VMware Workstation
Systems Management
1 94 (19.38%) Terraform
2 93 (19.18%) Kubernetes
3 62 (12.78%) Ansible
4 41 (8.45%) Puppet
5 37 (7.63%) Opscode Chef
6 16 (3.30%) Nagios
6 16 (3.30%) Prometheus
7 14 (2.89%) SCCM
8 11 (2.27%) Grafana
9 10 (2.06%) Kibana
9 10 (2.06%) logstash
9 10 (2.06%) Rancher
10 6 (1.24%) Oozie
11 4 (0.82%) Automic
11 4 (0.82%) Consul
12 3 (0.62%) Mesos
12 3 (0.62%) ZABBIX
13 2 (0.41%) Marathon
13 2 (0.41%) Scalr
14 1 (0.21%) Icinga
Vendors
1 40 (8.25%) Splunk
2 34 (7.01%) VMware
3 31 (6.39%) Oracle
3 31 (6.39%) Tableau
4 29 (5.98%) Microsoft
5 20 (4.12%) Cisco
6 18 (3.71%) Google
7 14 (2.89%) Citrix
8 12 (2.47%) Red Hat
9 10 (2.06%) Talend
10 9 (1.86%) Databricks
11 8 (1.65%) AppDynamics
11 8 (1.65%) Atlassian
11 8 (1.65%) New Relic
12 7 (1.44%) Cloudera
13 6 (1.24%) Alteryx
14 5 (1.03%) IBM
14 5 (1.03%) MicroStrategy
15 4 (0.82%) EMC
15 4 (0.82%) Palantir