Period
to 18 January 2021

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

Amazon Simple Storage Service (S3)
UK > England
6 months to
18 Jan 2021
Same period 2020 Same period 2019
Rank 307 338 475
Rank change year-on-year +31 +137 +189
Permanent jobs citing Amazon S3 568 1,073 853
As % of all permanent jobs advertised in England 1.01% 0.93% 0.61%
As % of the Cloud Services category 2.45% 2.74% 2.31%
Number of salaries quoted 559 940 721
Median annual salary £72,500 £71,750 £65,000
Median salary % change year-on-year +1.05% +10.38% -
10th Percentile £42,500 £45,000 £43,750
90th Percentile £130,000 £122,500 £95,000
UK median annual salary £70,000 £70,000 £65,000
% change year-on-year - +7.69% -

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 23,191 39,114 36,928
As % of all permanent IT jobs advertised in England 41.04% 33.73% 26.22%
Number of salaries quoted 19,775 32,391 30,068
Median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - +4.76%
10th Percentile £32,500 £30,000 £30,250
90th Percentile £90,000 £92,500 £87,500
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +6.80%

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 18 January 2021.

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 18 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
London +42 412 £80,000 +3.23% 77
North of England -5 48 £62,500 - 10
South East +125 37 £65,000 - 5
South West +73 27 £45,000 -10.00% 8
Yorkshire +53 25 £62,500 -3.85% 3
East of England +105 19 £48,750 -30.36% 5
Midlands +74 19 £62,500 +4.17% 10
North West +12 14 £70,000 +12.00% 6
West Midlands +37 12 £62,500 +4.17% 8
North East +6 9 £45,000 -21.43% 1
East Midlands +68 7 £59,500 -0.83% 2
Amazon S3
UK

For the 6 months to 18 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 England region with a requirement for Amazon S3.

1 544 (95.77%) AWS
2 367 (64.61%) Amazon EC2
3 355 (62.50%) Python
4 301 (52.99%) Serverless
5 291 (51.23%) AWS Lambda
6 244 (42.96%) SQL
7 215 (37.85%) Agile Software Development
8 204 (35.92%) Amazon RDS
9 188 (33.10%) DevOps
10 187 (32.92%) Amazon DynamoDB
11 166 (29.23%) Finance
12 161 (28.35%) Java
13 159 (27.99%) JavaScript
14 138 (24.30%) Web Services
15 137 (24.12%) Software Engineering
16 130 (22.89%) Kubernetes
17 126 (22.18%) Linux
18 125 (22.01%) React
19 122 (21.48%) Terraform
20 120 (21.13%) Equities
21 113 (19.89%) Hedge funds
22 111 (19.54%) Virtual Private Cloud
23 107 (18.84%) AngularJS
24 103 (18.13%) Kotlin
25 101 (17.78%) Vue.js
26 100 (17.61%) Asset Management
26 100 (17.61%) Front Office
27 99 (17.43%) Fixed Income
27 99 (17.43%) Foreign Exchange (FX)
27 99 (17.43%) 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 48 (8.45%) Apache Airflow
2 45 (7.92%) Apache
3 42 (7.39%) Apache Spark
4 27 (4.75%) Elasticsearch
5 17 (2.99%) Confluence
6 16 (2.82%) nginx
7 13 (2.29%) SharePoint
8 9 (1.58%) CMS
9 8 (1.41%) Luigi
10 6 (1.06%) WordPress
11 4 (0.70%) IIS
11 4 (0.70%) Tomcat
12 2 (0.35%) Apache Solr
12 2 (0.35%) DNN
13 1 (0.18%) BizTalk Server
13 1 (0.18%) Moodle
13 1 (0.18%) OpenStack
Applications
1 6 (1.06%) Microsoft Excel
1 6 (1.06%) Microsoft Office
Business Applications
1 3 (0.53%) Shopify
2 1 (0.18%) Dynamics CRM
2 1 (0.18%) Magento
2 1 (0.18%) Oracle EBS
2 1 (0.18%) SAP APO
Cloud Services
1 544 (95.77%) AWS
2 367 (64.61%) Amazon EC2
3 301 (52.99%) Serverless
4 291 (51.23%) AWS Lambda
5 111 (19.54%) Virtual Private Cloud
6 92 (16.20%) Amazon ELB
7 88 (15.49%) AWS CloudFormation
8 79 (13.91%) Route 53
9 71 (12.50%) Azure
10 68 (11.97%) Amazon CloudWatch
11 67 (11.80%) Amazon Kinesis
12 60 (10.56%) Amazon ECS
13 58 (10.21%) Amazon SQS
14 54 (9.51%) Amazon EKS
14 54 (9.51%) GCP
15 42 (7.39%) SaaS
16 32 (5.63%) CloudFront
17 23 (4.05%) AWS CloudTrail
18 22 (3.87%) Cloud Computing
19 21 (3.70%) Amazon ElastiCache
Communications & Networking
1 19 (3.35%) DNS
2 16 (2.82%) Firewall
3 13 (2.29%) VPN
4 12 (2.11%) WebEx
5 10 (1.76%) SSH
6 8 (1.41%) FTP
6 8 (1.41%) HTTP
6 8 (1.41%) SMTP
7 7 (1.23%) AMQP
7 7 (1.23%) SAN
8 4 (0.70%) DHCP
9 3 (0.53%) NAS
9 3 (0.53%) WAN
10 2 (0.35%) Fibre Channel
10 2 (0.35%) LAN
10 2 (0.35%) TCP/IP
11 1 (0.18%) MPLS
11 1 (0.18%) SSL
11 1 (0.18%) VoIP
11 1 (0.18%) WLAN
Database & Business Intelligence
1 204 (35.92%) Amazon RDS
2 187 (32.92%) Amazon DynamoDB
3 74 (13.03%) Amazon Redshift
4 71 (12.50%) PostgreSQL
5 55 (9.68%) Data Warehouse
6 51 (8.98%) SQL Server
7 50 (8.80%) Amazon Athena
8 45 (7.92%) NoSQL
9 37 (6.51%) Data Lake
10 34 (5.99%) Redis
11 33 (5.81%) MySQL
12 32 (5.63%) Apache Ignite
13 31 (5.46%) MongoDB
14 29 (5.11%) BigQuery
15 27 (4.75%) Big Data
16 26 (4.58%) Snowflake Schema
17 25 (4.40%) Amazon QuickSight
17 25 (4.40%) Tableau
18 22 (3.87%) Relational Database
19 20 (3.52%) Power BI
Development Applications
1 78 (13.73%) Jenkins
2 63 (11.09%) Git (software)
3 50 (8.80%) TeamCity
4 42 (7.39%) JIRA
5 25 (4.40%) GitLab
6 16 (2.82%) Selenium
7 15 (2.64%) Octopus Deploy
8 11 (1.94%) Cucumber
8 11 (1.94%) GoCD
9 9 (1.58%) Bitbucket
9 9 (1.58%) CircleCI
10 8 (1.41%) Gradle
10 8 (1.41%) Subversion
11 7 (1.23%) Vagrant
12 6 (1.06%) Karma Test Runner
12 6 (1.06%) Maven
13 5 (0.88%) Metasploit
14 4 (0.70%) Cypress.io
14 4 (0.70%) Jasmine
14 4 (0.70%) PHPUnit
General
1 166 (29.23%) Finance
2 100 (17.61%) Front Office
3 27 (4.75%) Banking
4 26 (4.58%) Marketing
5 17 (2.99%) Investment Banking
6 13 (2.29%) Law
6 13 (2.29%) Retail
7 11 (1.94%) Games
8 8 (1.41%) Digital Economy
8 8 (1.41%) Legal
9 5 (0.88%) Advertising
10 4 (0.70%) Telecoms
11 2 (0.35%) Electronics
11 2 (0.35%) Manufacturing
11 2 (0.35%) Pharmaceutical
11 2 (0.35%) Public Sector
11 2 (0.35%) Publishing
12 1 (0.18%) Automotive
12 1 (0.18%) General Ledger
12 1 (0.18%) Retail Banking
Job Titles
1 203 (35.74%) Developer
2 117 (20.60%) Python Developer
3 115 (20.25%) Python Engineer
4 107 (18.84%) Software Engineer
5 99 (17.43%) Developer/Software Engineer
5 99 (17.43%) DevOps Engineer
6 89 (15.67%) Python Software Engineer
7 83 (14.61%) Data Engineer
8 80 (14.08%) AWS Engineer
9 63 (11.09%) JavaScript Developer
10 59 (10.39%) JavaScript Engineer
11 47 (8.27%) AWS DevOps
12 41 (7.22%) AWS DevOps Engineer
13 34 (5.99%) Cloud Engineer
14 33 (5.81%) Architect
15 30 (5.28%) Senior Developer
16 26 (4.58%) Full Stack Developer
17 25 (4.40%) React Developer
18 23 (4.05%) Senior Data Engineer
19 22 (3.87%) Senior DevOps
Libraries, Frameworks & Software Standards
1 138 (24.30%) Web Services
2 125 (22.01%) React
3 107 (18.84%) AngularJS
4 101 (17.78%) Vue.js
5 56 (9.86%) Node.js
6 39 (6.87%) HTML
7 37 (6.51%) Kafka
8 33 (5.81%) CSS
8 33 (5.81%) Pandas
8 33 (5.81%) REST
9 31 (5.46%) NumPy
10 24 (4.23%) Lambda Expressions
10 24 (4.23%) PySpark
11 22 (3.87%) Dask
12 21 (3.70%) RESTful
13 20 (3.52%) CSS3
14 18 (3.17%) .NET
15 16 (2.82%) Django
15 16 (2.82%) Elastic Stack
16 15 (2.64%) Flask
Miscellaneous
1 120 (21.13%) Equities
2 113 (19.89%) Hedge funds
3 99 (17.43%) Derivative
3 99 (17.43%) Fixed Income
3 99 (17.43%) Foreign Exchange (FX)
4 27 (4.75%) Public Cloud
5 23 (4.05%) Greenfield Project
6 16 (2.82%) User Experience
7 14 (2.46%) Video Conferencing
8 11 (1.94%) Cloud Native
9 10 (1.76%) Linux Command Line
9 10 (1.76%) Self-Motivation
10 8 (1.41%) Analytical Skills
10 8 (1.41%) Data Centre
11 7 (1.23%) Mobile App
11 7 (1.23%) Replication
12 6 (1.06%) Enterprise Cloud
12 6 (1.06%) NHS
13 5 (0.88%) PMI
13 5 (0.88%) Video\Live Streaming
Operating Systems
1 126 (22.18%) Linux
2 46 (8.10%) Windows
3 20 (3.52%) Red Hat Enterprise Linux
4 18 (3.17%) Windows Server
5 16 (2.82%) Android
6 13 (2.29%) Unix
7 12 (2.11%) Apple iOS
8 11 (1.94%) CentOS
9 7 (1.23%) Ubuntu
10 6 (1.06%) VMS
11 5 (0.88%) Kali Linux
12 4 (0.70%) Debian
13 3 (0.53%) Mesosphere
13 3 (0.53%) SUSE Linux Enterprise Server
14 2 (0.35%) Mac OS X
14 2 (0.35%) Windows 10
14 2 (0.35%) Windows Server 2019
15 1 (0.18%) Fedora
15 1 (0.18%) Mac OS
15 1 (0.18%) Solaris
Processes & Methodologies
1 215 (37.85%) Agile Software Development
2 188 (33.10%) DevOps
3 137 (24.12%) Software Engineering
4 100 (17.61%) Asset Management
5 82 (14.44%) ETL
6 75 (13.20%) Microservices
7 64 (11.27%) Configuration Management
8 59 (10.39%) Infrastructure as Code
9 57 (10.04%) Fintech
10 49 (8.63%) Machine Learning
11 46 (8.10%) Continuous Integration
12 42 (7.39%) Business Intelligence
13 38 (6.69%) Problem-Solving
14 36 (6.34%) Data Engineering
14 36 (6.34%) Data Science
15 35 (6.16%) Mentoring
16 34 (5.99%) Analytics
16 34 (5.99%) TDD
17 31 (5.46%) Computer Science
17 31 (5.46%) ITIL
Programming Languages
1 355 (62.50%) Python
2 244 (42.96%) SQL
3 161 (28.35%) Java
4 159 (27.99%) JavaScript
5 103 (18.13%) Kotlin
6 92 (16.20%) TypeScript
7 60 (10.56%) PowerShell
8 58 (10.21%) Bash Shell
9 53 (9.33%) C#
10 52 (9.15%) Scala
11 37 (6.51%) PHP
12 32 (5.63%) Clojure
13 31 (5.46%) Ruby
14 24 (4.23%) Go
15 16 (2.82%) ES6
16 14 (2.46%) Shell Script
17 12 (2.11%) C++
18 8 (1.41%) Java 8
19 7 (1.23%) Apple Swift
19 7 (1.23%) Objective-C
Qualifications
1 34 (5.99%) Degree
2 24 (4.23%) AWS Certification
2 24 (4.23%) Security Cleared
3 22 (3.87%) Computer Science Degree
4 21 (3.70%) SC Cleared
5 11 (1.94%) ITIL Certification
6 8 (1.41%) Citrix Certification
7 5 (0.88%) PMI Certification
8 3 (0.53%) MCSE
8 3 (0.53%) Microsoft Certification
9 2 (0.35%) Master's Degree
9 2 (0.35%) PhD
10 1 (0.18%) CISA
10 1 (0.18%) CISM
10 1 (0.18%) CISSP
10 1 (0.18%) DV Cleared
10 1 (0.18%) ITIL Foundation Certificate
10 1 (0.18%) MCSA
10 1 (0.18%) RHCE
10 1 (0.18%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 21 (3.70%) QA
2 10 (1.76%) HIPAA
2 10 (1.76%) Sarbanes-Oxley
2 10 (1.76%) SLA
3 4 (0.70%) Data Quality
3 4 (0.70%) GDPR
3 4 (0.70%) ISO/IEC 27001
3 4 (0.70%) PCI DSS
4 2 (0.35%) NIST
5 1 (0.18%) ISO 9001
System Software
1 91 (16.02%) Docker
2 27 (4.75%) Active Directory
3 18 (3.17%) VMware Infrastructure
4 5 (0.88%) Virtual Machines
5 4 (0.70%) Apache Flume
6 3 (0.53%) HDFS
6 3 (0.53%) Hyper-V
6 3 (0.53%) Varnish
7 2 (0.35%) Oracle RAC
7 2 (0.35%) VMware NSX
7 2 (0.35%) vSphere
8 1 (0.18%) GlusterFS
8 1 (0.18%) NFS
8 1 (0.18%) Virtual Servers
8 1 (0.18%) VirtualBox
8 1 (0.18%) VMware ESXi
Systems Management
1 130 (22.89%) Kubernetes
2 122 (21.48%) Terraform
3 69 (12.15%) Ansible
4 41 (7.22%) Puppet
5 24 (4.23%) Opscode Chef
6 16 (2.82%) Prometheus
7 15 (2.64%) Rancher
8 13 (2.29%) Grafana
9 12 (2.11%) SCCM
10 10 (1.76%) Rundeck
11 9 (1.58%) Failover Clustering
11 9 (1.58%) Oozie
12 6 (1.06%) Nagios
12 6 (1.06%) Packer
13 5 (0.88%) Kibana
13 5 (0.88%) Nessus
13 5 (0.88%) Nmap
14 4 (0.70%) Consul
14 4 (0.70%) logstash
15 3 (0.53%) Automic
Vendors
1 37 (6.51%) Microsoft
2 26 (4.58%) Google
2 26 (4.58%) VMware
3 23 (4.05%) Oracle
4 21 (3.70%) Splunk
5 19 (3.35%) Talend
6 17 (2.99%) Cisco
7 12 (2.11%) Citrix
7 12 (2.11%) Databricks
8 11 (1.94%) Red Hat
9 10 (1.76%) Alteryx
10 8 (1.41%) Atlassian
11 7 (1.23%) AppDynamics
11 7 (1.23%) IBM
12 5 (0.88%) HubSpot
12 5 (0.88%) Qualys
12 5 (0.88%) SolarWinds
13 4 (0.70%) Bloomberg
13 4 (0.70%) EMC
13 4 (0.70%) Informatica