Period
to 26 November 2020

The following table provides summary statistics for permanent job vacancies 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 26 November 2020 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK
6 months to
26 Nov 2020
Same period 2019 Same period 2018
Rank 286 358 517
Rank change year-on-year +72 +159 +194
Permanent jobs citing Amazon S3 577 1,172 888
As % of all permanent jobs advertised in the UK 1.05% 0.86% 0.55%
As % of the Cloud Services category 2.55% 2.65% 2.17%
Number of salaries quoted 585 1,008 789
Median annual salary £70,000 £72,500 £65,000
Median salary % change year-on-year -3.45% +11.54% -
10th Percentile £42,500 £44,223 £42,500
90th Percentile £129,500 £118,750 £92,500
UK excluding London median annual salary £52,500 £62,500 £57,500
% change year-on-year -16.00% +8.70% +4.55%

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 with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 22,657 44,261 40,926
As % of all permanent IT jobs advertised in the UK 41.24% 32.60% 25.41%
Number of salaries quoted 19,241 36,103 32,914
Median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - +10.00%
10th Percentile £32,500 £30,000 £30,000
90th Percentile £90,000 £90,000 £85,000
UK excluding London median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Amazon S3
Job Vacancy Trend

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

Job vacancy trend for Amazon S3 in the UK

Amazon S3
Salary Trend

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

Salary trend for Amazon S3 in the UK

Amazon S3
Salary Histogram

Salary distribution for jobs citing Amazon S3 over the 6 months to 26 November 2020.

Salary histogram for Amazon S3 in the UK

Amazon S3
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon S3 within the UK over the 6 months to 26 November 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
England +66 550 £72,500 - 119
London +70 395 £80,000 - 71
UK excluding London +115 170 £52,500 -16.00% 53
Work from Home +41 105 £67,500 +3.85% 37
North of England +28 51 £60,000 -4.00% 12
South West +118 37 £46,000 -3.16% 10
South East +142 28 £63,750 -1.92% 13
Yorkshire +98 25 £62,500 +8.70% 2
Midlands +95 24 £62,500 +8.70% 8
North West +13 20 £56,250 -10.00% 8
East Midlands +94 12 £75,000 +36.36% 5
West Midlands +58 12 £56,250 -2.17% 3
Scotland +70 11 £65,000 +6.12% 4
East of England +120 9 £52,500 -25.00% 5
Northern Ireland +27 7 £35,000 -22.22% 1
North East +8 6 £45,000 -21.43% 2
Wales +43 3 £50,000 +2.56%

For the 6 months to 26 November 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 with a requirement for Amazon S3.

1 559 (96.88%) AWS
2 374 (64.82%) Amazon EC2
3 356 (61.70%) Python
4 310 (53.73%) Serverless
5 298 (51.65%) AWS Lambda
6 259 (44.89%) SQL
7 228 (39.51%) Agile Software Development
8 217 (37.61%) Amazon DynamoDB
9 184 (31.89%) DevOps
10 176 (30.50%) Java
11 172 (29.81%) Finance
12 170 (29.46%) JavaScript
13 160 (27.73%) Amazon RDS
14 157 (27.21%) Software Engineering
15 155 (26.86%) Web Services
16 147 (25.48%) React
17 131 (22.70%) Equities
17 131 (22.70%) AngularJS
18 125 (21.66%) Hedge funds
18 125 (21.66%) Linux
19 121 (20.97%) Vue.js
20 120 (20.80%) Front Office
21 117 (20.28%) Asset Management
21 117 (20.28%) Kotlin
22 116 (20.10%) Fixed Income
22 116 (20.10%) Foreign Exchange (FX)
22 116 (20.10%) Derivative
23 114 (19.76%) Kubernetes
24 107 (18.54%) Terraform
25 106 (18.37%) Virtual Private Cloud

Amazon S3
Co-occurring IT Skills 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 60 (10.40%) Apache Spark
2 47 (8.15%) Apache
3 35 (6.07%) Apache Airflow
4 30 (5.20%) Elasticsearch
5 22 (3.81%) nginx
6 18 (3.12%) Confluence
7 15 (2.60%) SharePoint
8 10 (1.73%) Tomcat
9 7 (1.21%) IIS
9 7 (1.21%) Luigi
10 4 (0.69%) CMS
11 3 (0.52%) BizTalk Server
12 2 (0.35%) Apache Pulsar
12 2 (0.35%) Cloud Foundry
12 2 (0.35%) DNN
12 2 (0.35%) IBM Domino
13 1 (0.17%) Apache Solr
13 1 (0.17%) Drupal
13 1 (0.17%) Joomla!
13 1 (0.17%) WordPress
Applications
1 6 (1.04%) Microsoft Office
2 5 (0.87%) Microsoft Excel
Business Applications
1 4 (0.69%) Eikon
2 3 (0.52%) Dynamics CRM
3 2 (0.35%) Sparx Enterprise Architect
4 1 (0.17%) Oracle EBS
4 1 (0.17%) Payment Gateway
4 1 (0.17%) SAP APO
Cloud Services
1 559 (96.88%) AWS
2 374 (64.82%) Amazon EC2
3 310 (53.73%) Serverless
4 298 (51.65%) AWS Lambda
5 106 (18.37%) Virtual Private Cloud
6 98 (16.98%) AWS CloudFormation
7 97 (16.81%) Route 53
8 87 (15.08%) Amazon ELB
9 79 (13.69%) Azure
10 77 (13.34%) Amazon Kinesis
11 61 (10.57%) GCP
12 56 (9.71%) Amazon ECS
12 56 (9.71%) SaaS
13 52 (9.01%) Amazon CloudWatch
14 51 (8.84%) Amazon SQS
15 50 (8.67%) Amazon EKS
16 31 (5.37%) AWS CodeDeploy
17 23 (3.99%) Amazon ElastiCache
18 22 (3.81%) Amazon EMR
18 22 (3.81%) AWS Elastic Beanstalk
Communications & Networking
1 32 (5.55%) DNS
2 24 (4.16%) Firewall
3 23 (3.99%) VPN
4 14 (2.43%) WebEx
5 9 (1.56%) SSH
6 8 (1.39%) FTP
6 8 (1.39%) HTTP
6 8 (1.39%) SMTP
7 7 (1.21%) SAN
8 5 (0.87%) RTP
9 4 (0.69%) DHCP
9 4 (0.69%) WAN
10 3 (0.52%) LAN
10 3 (0.52%) NAS
11 2 (0.35%) AMQP
11 2 (0.35%) OpenVPN
11 2 (0.35%) TCP/IP
11 2 (0.35%) Wireless
12 1 (0.17%) SSL
12 1 (0.17%) Wi-Fi
Database & Business Intelligence
1 217 (37.61%) Amazon DynamoDB
2 160 (27.73%) Amazon RDS
3 88 (15.25%) Amazon Redshift
4 65 (11.27%) SQL Server
5 63 (10.92%) NoSQL
6 59 (10.23%) MySQL
7 57 (9.88%) PostgreSQL
8 53 (9.19%) Amazon Athena
9 48 (8.32%) Redis
10 47 (8.15%) Big Data
11 41 (7.11%) Data Lake
12 39 (6.76%) Data Warehouse
13 36 (6.24%) Hadoop
14 34 (5.89%) BigQuery
14 34 (5.89%) MongoDB
15 32 (5.55%) Apache Ignite
16 27 (4.68%) Snowflake Schema
16 27 (4.68%) Tableau
17 23 (3.99%) Relational Database
18 21 (3.64%) Power BI
Development Applications
1 57 (9.88%) Jenkins
2 56 (9.71%) Git (software)
3 45 (7.80%) JIRA
4 42 (7.28%) TeamCity
5 23 (3.99%) GitLab
6 15 (2.60%) Bitbucket
7 14 (2.43%) Octopus Deploy
8 11 (1.91%) Subversion
9 10 (1.73%) Codeship
10 9 (1.56%) Vagrant
11 8 (1.39%) Artifactory
11 8 (1.39%) Gradle
12 7 (1.21%) Cucumber
12 7 (1.21%) Cypress.io
12 7 (1.21%) SonarQube
13 6 (1.04%) Bitbucket Server
13 6 (1.04%) Karma Test Runner
13 6 (1.04%) Maven
13 6 (1.04%) Selenium
13 6 (1.04%) Sonatype Nexus
General
1 172 (29.81%) Finance
2 120 (20.80%) Front Office
3 38 (6.59%) Banking
4 32 (5.55%) Investment Banking
5 23 (3.99%) Marketing
6 19 (3.29%) Law
7 11 (1.91%) Games
8 7 (1.21%) Retail
9 6 (1.04%) Digital Economy
10 5 (0.87%) Advertising
10 5 (0.87%) Telecoms
11 3 (0.52%) Pharmaceutical
11 3 (0.52%) Public Sector
12 2 (0.35%) Electronics
12 2 (0.35%) Manufacturing
12 2 (0.35%) Publishing
13 1 (0.17%) Retail Banking
Job Titles
1 205 (35.53%) Developer
2 129 (22.36%) Python Engineer
3 122 (21.14%) Software Engineer
4 119 (20.62%) Python Developer
5 116 (20.10%) DevOps Engineer
6 114 (19.76%) Developer/Software Engineer
7 103 (17.85%) Python Software Engineer
8 102 (17.68%) AWS Engineer
9 87 (15.08%) Data Engineer
10 65 (11.27%) JavaScript Developer
11 64 (11.09%) AWS DevOps
12 62 (10.75%) AWS DevOps Engineer
12 62 (10.75%) JavaScript Engineer
13 35 (6.07%) Cloud Engineer
14 27 (4.68%) Senior DevOps
15 26 (4.51%) Full Stack Developer
16 23 (3.99%) Infrastructure Engineer
16 23 (3.99%) Senior Data Engineer
16 23 (3.99%) Senior Developer
17 22 (3.81%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 155 (26.86%) Web Services
2 147 (25.48%) React
3 131 (22.70%) AngularJS
4 121 (20.97%) Vue.js
5 59 (10.23%) Node.js
6 53 (9.19%) Kafka
7 34 (5.89%) HTML
8 28 (4.85%) .NET
8 28 (4.85%) CSS
8 28 (4.85%) Pandas
9 26 (4.51%) NumPy
10 22 (3.81%) PySpark
10 22 (3.81%) REST
11 21 (3.64%) Lambda Expressions
12 19 (3.29%) RESTful
13 17 (2.95%) Elastic Stack
14 16 (2.77%) Dask
15 15 (2.60%) HTML5
16 14 (2.43%) XMPP
17 13 (2.25%) JSON
Miscellaneous
1 131 (22.70%) Equities
2 125 (21.66%) Hedge funds
3 116 (20.10%) Derivative
3 116 (20.10%) Fixed Income
3 116 (20.10%) Foreign Exchange (FX)
4 32 (5.55%) Public Cloud
5 19 (3.29%) Greenfield Project
6 18 (3.12%) Cloud Native
7 15 (2.60%) User Experience
8 14 (2.43%) Analytical Skills
9 11 (1.91%) Data Centre
9 11 (1.91%) Replication
10 9 (1.56%) Self-Motivation
11 7 (1.21%) Enterprise Cloud
12 5 (0.87%) Algorithms
12 5 (0.87%) Hybrid Cloud
12 5 (0.87%) PMI
13 4 (0.69%) Arduino
13 4 (0.69%) Life Science
13 4 (0.69%) Video Conferencing
Operating Systems
1 125 (21.66%) Linux
2 46 (7.97%) Windows
3 31 (5.37%) Red Hat Enterprise Linux
4 25 (4.33%) Windows Server
5 19 (3.29%) CentOS
6 15 (2.60%) Unix
7 8 (1.39%) Ubuntu
8 7 (1.21%) CoreOS
9 5 (0.87%) Android
10 4 (0.69%) Apple iOS
10 4 (0.69%) Mesosphere
10 4 (0.69%) VMS
11 3 (0.52%) Mac OS X
11 3 (0.52%) SUSE Linux Enterprise Server
12 2 (0.35%) DC/OS
12 2 (0.35%) Windows 10
12 2 (0.35%) Windows Server 2019
13 1 (0.17%) Solaris
13 1 (0.17%) Windows Server 2012
13 1 (0.17%) Windows Server 2016
Processes & Methodologies
1 228 (39.51%) Agile Software Development
2 184 (31.89%) DevOps
3 157 (27.21%) Software Engineering
4 117 (20.28%) Asset Management
5 81 (14.04%) ETL
6 75 (13.00%) Configuration Management
7 70 (12.13%) Infrastructure as Code
8 60 (10.40%) Microservices
9 55 (9.53%) Data Science
10 52 (9.01%) Machine Learning
11 48 (8.32%) Continuous Integration
12 44 (7.63%) Analytics
13 42 (7.28%) Auto-Scaling
14 39 (6.76%) Fintech
15 37 (6.41%) Data Engineering
15 37 (6.41%) Investment Management
16 35 (6.07%) TDD
17 33 (5.72%) Mentoring
18 32 (5.55%) Migration
19 31 (5.37%) ITIL
Programming Languages
1 356 (61.70%) Python
2 259 (44.89%) SQL
3 176 (30.50%) Java
4 170 (29.46%) JavaScript
5 117 (20.28%) Kotlin
6 102 (17.68%) TypeScript
7 53 (9.19%) Scala
8 50 (8.67%) PowerShell
9 46 (7.97%) Bash Shell
10 39 (6.76%) C#
11 36 (6.24%) Ruby
12 32 (5.55%) Clojure
13 31 (5.37%) PHP
14 21 (3.64%) Go
15 14 (2.43%) C++
16 13 (2.25%) Shell Script
16 13 (2.25%) VB.NET
17 10 (1.73%) ES6
17 10 (1.73%) R
18 9 (1.56%) Java 8
Qualifications
1 31 (5.37%) AWS Certification
2 28 (4.85%) Security Cleared
3 26 (4.51%) SC Cleared
4 23 (3.99%) Degree
5 13 (2.25%) ITIL Certification
6 12 (2.08%) Computer Science Degree
7 9 (1.56%) Citrix Certification
8 5 (0.87%) MCSE
8 5 (0.87%) Microsoft Certification
8 5 (0.87%) PMI Certification
9 2 (0.35%) ITIL Foundation Certificate
9 2 (0.35%) Master's Degree
9 2 (0.35%) PhD
10 1 (0.17%) CCNP
10 1 (0.17%) Cisco Certification
10 1 (0.17%) CISSP
10 1 (0.17%) CompTIA Security+
10 1 (0.17%) ECSA
10 1 (0.17%) MCSA
10 1 (0.17%) RHCE
Quality Assurance & Compliance
1 11 (1.91%) ISO/IEC 27001
1 11 (1.91%) QA
1 11 (1.91%) SLA
2 6 (1.04%) GDPR
3 5 (0.87%) Data Quality
3 5 (0.87%) ISO 9001
4 4 (0.69%) PCI DSS
5 2 (0.35%) NIST
System Software
1 88 (15.25%) Docker
2 23 (3.99%) VMware Infrastructure
3 21 (3.64%) Active Directory
4 7 (1.21%) GlusterFS
4 7 (1.21%) Varnish
4 7 (1.21%) VirtualBox
5 6 (1.04%) Virtual Machines
6 5 (0.87%) Hyper-V
6 5 (0.87%) Virtual Servers
7 4 (0.69%) Apache Flume
7 4 (0.69%) vSphere
8 3 (0.52%) Apache ZooKeeper
8 3 (0.52%) HDFS
8 3 (0.52%) VMware ESXi
9 2 (0.35%) NFS
9 2 (0.35%) Postfix
9 2 (0.35%) VMware NSX
10 1 (0.17%) Oracle RAC
10 1 (0.17%) VMware Workstation
10 1 (0.17%) XenDesktop
Systems Management
1 114 (19.76%) Kubernetes
2 107 (18.54%) Terraform
3 78 (13.52%) Ansible
4 43 (7.45%) Puppet
5 33 (5.72%) Opscode Chef
6 20 (3.47%) Prometheus
7 19 (3.29%) Nagios
8 17 (2.95%) Grafana
9 14 (2.43%) SCCM
10 9 (1.56%) Oozie
11 8 (1.39%) Kibana
11 8 (1.39%) logstash
12 6 (1.04%) Packer
12 6 (1.04%) Rancher
13 5 (0.87%) Consul
14 4 (0.69%) Automic
15 3 (0.52%) Mesos
15 3 (0.52%) ZABBIX
16 2 (0.35%) Microsoft Intune
16 2 (0.35%) Munin
Vendors
1 34 (5.89%) Microsoft
2 33 (5.72%) Oracle
2 33 (5.72%) Splunk
3 31 (5.37%) VMware
4 24 (4.16%) Google
5 21 (3.64%) Cisco
6 17 (2.95%) Talend
7 16 (2.77%) Red Hat
8 15 (2.60%) Citrix
8 15 (2.60%) Databricks
9 13 (2.25%) AppDynamics
10 11 (1.91%) IBM
11 10 (1.73%) Alteryx
12 9 (1.56%) Atlassian
13 8 (1.39%) New Relic
14 5 (0.87%) SolarWinds
15 4 (0.69%) Bloomberg
15 4 (0.69%) Cloudera
15 4 (0.69%) EMC
15 4 (0.69%) Informatica