Period
to 9 July 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 9 July 2020 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK
6 months to
9 Jul 2020
Same period 2019 Same period 2018
Rank 362 425 528
Rank change year-on-year +63 +103 +200
Permanent jobs citing Amazon S3 614 1,081 932
As % of all permanent jobs advertised in the UK 0.79% 0.73% 0.52%
As % of the Cloud Services category 2.19% 2.48% 2.19%
Number of salaries quoted 508 883 840
Median annual salary £65,000 £70,000 £65,000
Median salary % change year-on-year -7.14% +7.69% +18.18%
10th Percentile £43,750 £43,750 £39,450
90th Percentile £95,000 £95,000 £92,500
UK excluding London median annual salary £55,000 £60,000 £57,500
% change year-on-year -8.33% +4.35% +21.05%

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 28,015 43,650 42,511
As % of all permanent IT jobs advertised in the UK 35.97% 29.66% 23.93%
Number of salaries quoted 22,854 35,428 34,530
Median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% +5.00%
10th Percentile £32,500 £30,750 £29,750
90th Percentile £92,500 £87,500 £85,000
UK excluding London median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +4.55%

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 9 July 2020.

Salary histogram for Amazon S3 in the UK

Amazon S3
Top 16 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 9 July 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 +51 590 £65,000 -7.14% 75
London +31 373 £70,000 -6.67% 49
UK excluding London +121 237 £55,000 -8.33% 32
North of England +82 91 £60,000 - 8
North West +38 59 £60,000 -4.00% 2
South East +100 43 £60,000 -4.76% 2
Work from Home -23 43 £65,000 -14.75% 12
Midlands +71 40 £59,000 -1.67% 8
South West +84 39 £56,250 -6.25% 3
West Midlands +69 33 £55,750 -7.08% 7
Yorkshire +115 32 £61,250 +2.08% 4
Scotland +80 13 £40,000 -20.00% 2
East of England +93 9 £63,750 +2.00% 5
East Midlands +71 7 £75,000 +89.87% 1
Wales +26 5 £50,000 -16.67% 3
Northern Ireland +23 1 - - 1

For the 6 months to 9 July 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.

1 609 (99.19%) AWS
2 381 (62.05%) Amazon EC2
3 311 (50.65%) Python
4 276 (44.95%) Serverless
5 265 (43.16%) AWS Lambda
6 247 (40.23%) Agile Software Development
7 242 (39.41%) Amazon RDS
8 228 (37.13%) DevOps
9 175 (28.50%) Amazon DynamoDB
10 166 (27.04%) SQL
11 163 (26.55%) Java
12 150 (24.43%) AWS CloudFormation
13 148 (24.10%) Docker
13 148 (24.10%) Linux
14 145 (23.62%) JavaScript
15 140 (22.80%) Terraform
16 125 (20.36%) Virtual Private Cloud
17 122 (19.87%) Jenkins
18 120 (19.54%) Kubernetes
19 115 (18.73%) PostgreSQL
20 111 (18.08%) Node.js
21 106 (17.26%) Ansible
21 106 (17.26%) NoSQL
22 105 (17.10%) Git (software)
23 103 (16.78%) Amazon Redshift
24 100 (16.29%) Big Data
25 99 (16.12%) Analytics
26 98 (15.96%) Continuous Integration
27 97 (15.80%) Amazon ECS
28 95 (15.47%) Amazon ELB

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 91 (14.82%) Apache Spark
2 67 (10.91%) Elasticsearch
3 43 (7.00%) Apache Airflow
4 35 (5.70%) Confluence
5 21 (3.42%) Luigi
6 17 (2.77%) Apache
7 10 (1.63%) Jupyter
8 6 (0.98%) nginx
8 6 (0.98%) SAS
9 5 (0.81%) IIS
9 5 (0.81%) Tomcat
10 4 (0.65%) Apache Solr
11 3 (0.49%) Gluu
11 3 (0.49%) OpenStack
12 2 (0.33%) BizTalk Server
12 2 (0.33%) IBM Domino
12 2 (0.33%) SharePoint
13 1 (0.16%) Joomla!
13 1 (0.16%) Site Server
13 1 (0.16%) WordPress
Applications
1 5 (0.81%) Microsoft Office
2 4 (0.65%) Adobe Creative Suite
3 3 (0.49%) Microsoft Excel
4 2 (0.33%) Microsoft PowerPoint
Business Applications
1 6 (0.98%) Dynamics CRM
2 5 (0.81%) Payment Gateway
3 4 (0.65%) Eikon
4 2 (0.33%) Sparx Enterprise Architect
5 1 (0.16%) Remedy ITSM
Cloud Services
1 609 (99.19%) AWS
2 381 (62.05%) Amazon EC2
3 276 (44.95%) Serverless
4 265 (43.16%) AWS Lambda
5 150 (24.43%) AWS CloudFormation
6 125 (20.36%) Virtual Private Cloud
7 97 (15.80%) Amazon ECS
8 95 (15.47%) Amazon ELB
8 95 (15.47%) Route 53
9 92 (14.98%) Amazon CloudWatch
9 92 (14.98%) Azure
10 90 (14.66%) GCP
11 85 (13.84%) SaaS
12 80 (13.03%) Amazon EMR
13 78 (12.70%) Amazon SQS
14 72 (11.73%) AWS Elastic Beanstalk
15 55 (8.96%) Amazon Kinesis
16 47 (7.65%) GitHub
17 39 (6.35%) CloudFront
18 33 (5.37%) Amazon ElastiCache
Communications & Networking
1 32 (5.21%) Firewall
2 22 (3.58%) DNS
2 22 (3.58%) VPN
3 18 (2.93%) Network Security
4 16 (2.61%) Intrusion Detection
5 11 (1.79%) HTTP
6 10 (1.63%) TCP/IP
7 8 (1.30%) SAN
7 8 (1.30%) SSL
8 7 (1.14%) FTP
8 7 (1.14%) Internet
8 7 (1.14%) Unified Communications
8 7 (1.14%) VoIP
9 6 (0.98%) DHCP
9 6 (0.98%) Fibre Channel
9 6 (0.98%) SMTP
9 6 (0.98%) SSH
9 6 (0.98%) VLAN
10 4 (0.65%) Wi-Fi
11 3 (0.49%) Wireless
Database & Business Intelligence
1 242 (39.41%) Amazon RDS
2 175 (28.50%) Amazon DynamoDB
3 115 (18.73%) PostgreSQL
4 106 (17.26%) NoSQL
5 103 (16.78%) Amazon Redshift
6 100 (16.29%) Big Data
7 75 (12.21%) MySQL
8 64 (10.42%) Redis
9 63 (10.26%) Amazon Athena
10 61 (9.93%) MongoDB
11 55 (8.96%) Relational Database
12 54 (8.79%) Hadoop
13 53 (8.63%) Data Warehouse
14 47 (7.65%) BigQuery
15 46 (7.49%) SQL Server
16 35 (5.70%) Data Lake
17 28 (4.56%) Power BI
18 27 (4.40%) Looker
18 27 (4.40%) RDBMS
19 26 (4.23%) Amazon Aurora
Development Applications
1 122 (19.87%) Jenkins
2 105 (17.10%) Git (software)
3 48 (7.82%) JIRA
4 27 (4.40%) Bitbucket
5 25 (4.07%) Maven
6 23 (3.75%) Vagrant
7 22 (3.58%) Atlassian Bamboo
8 18 (2.93%) CircleCI
8 18 (2.93%) Gradle
9 17 (2.77%) GitLab
10 15 (2.44%) Selenium
10 15 (2.44%) Sonatype Nexus
10 15 (2.44%) TeamCity
11 14 (2.28%) Codeship
12 12 (1.95%) JUnit
13 11 (1.79%) Artifactory
13 11 (1.79%) Bitbucket Server
13 11 (1.79%) Octopus Deploy
13 11 (1.79%) SonarQube
14 10 (1.63%) Mocha
General
1 91 (14.82%) Finance
2 26 (4.23%) Front Office
3 23 (3.75%) Marketing
4 22 (3.58%) Banking
5 21 (3.42%) Retail
6 17 (2.77%) Law
6 17 (2.77%) Public Sector
7 15 (2.44%) Investment Banking
8 13 (2.12%) Publishing
9 10 (1.63%) Manufacturing
10 6 (0.98%) Games
10 6 (0.98%) Legal
11 4 (0.65%) Advertising
11 4 (0.65%) Automotive
11 4 (0.65%) Telecoms
12 3 (0.49%) Retail Banking
13 2 (0.33%) Pharmaceutical
14 1 (0.16%) Back Office
14 1 (0.16%) Police
Job Titles
1 160 (26.06%) Developer
2 119 (19.38%) DevOps Engineer
3 108 (17.59%) Data Engineer
4 89 (14.50%) AWS Engineer
5 52 (8.47%) Senior Developer
6 45 (7.33%) Java Developer
7 44 (7.17%) Architect
7 44 (7.17%) AWS DevOps
8 41 (6.68%) Cloud Engineer
9 37 (6.03%) AWS DevOps Engineer
10 34 (5.54%) Software Engineer
11 33 (5.37%) Python Engineer
12 26 (4.23%) Full Stack Developer
13 25 (4.07%) Infrastructure Engineer
14 22 (3.58%) Data Architect
14 22 (3.58%) Senior Data Engineer
14 22 (3.58%) Senior DevOps
15 20 (3.26%) Python Developer
16 19 (3.09%) JavaScript Developer
16 19 (3.09%) React Developer
Libraries, Frameworks & Software Standards
1 111 (18.08%) Node.js
2 89 (14.50%) Kafka
3 88 (14.33%) Web Services
4 75 (12.21%) React
5 71 (11.56%) HTML
6 60 (9.77%) CSS
7 52 (8.47%) Spring
8 51 (8.31%) Spring Boot
9 48 (7.82%) AngularJS
10 41 (6.68%) HTML5
11 35 (5.70%) Elastic Stack
11 35 (5.70%) RESTful
12 34 (5.54%) REST
13 32 (5.21%) .NET
14 31 (5.05%) jQuery
15 26 (4.23%) RabbitMQ
15 26 (4.23%) React Native
16 25 (4.07%) Vue.js
17 22 (3.58%) GraphQL
17 22 (3.58%) PySpark
Miscellaneous
1 33 (5.37%) Analytical Skills
2 30 (4.89%) Data Structures
2 30 (4.89%) User Experience
3 24 (3.91%) Public Cloud
4 22 (3.58%) Cloud Native
5 20 (3.26%) Management Information System
5 20 (3.26%) Self-Motivation
6 18 (2.93%) Algorithms
7 17 (2.77%) Equities
7 17 (2.77%) Fixed Income
8 16 (2.61%) Data Centre
8 16 (2.61%) Hedge funds
9 15 (2.44%) Derivative
9 15 (2.44%) Foreign Exchange (FX)
10 14 (2.28%) Linux Command Line
11 12 (1.95%) Greenfield Project
12 10 (1.63%) Enterprise Software
13 9 (1.47%) Replication
14 8 (1.30%) Mobile App
15 7 (1.14%) Life Science
Operating Systems
1 148 (24.10%) Linux
2 63 (10.26%) Windows
3 41 (6.68%) Unix
4 27 (4.40%) Windows Server
5 19 (3.09%) Red Hat Enterprise Linux
6 16 (2.61%) Android
7 14 (2.28%) CentOS
8 13 (2.12%) CoreOS
9 12 (1.95%) Apple iOS
10 9 (1.47%) VMS
11 8 (1.30%) Windows Server 2012
11 8 (1.30%) Windows Server 2016
12 6 (0.98%) Oracle Linux
12 6 (0.98%) Ubuntu
12 6 (0.98%) Windows Server 2003
12 6 (0.98%) Windows Server 2008
12 6 (0.98%) Windows Server 2019
13 3 (0.49%) Debian
14 2 (0.33%) DC/OS
15 1 (0.16%) Mac OS X
Processes & Methodologies
1 247 (40.23%) Agile Software Development
2 228 (37.13%) DevOps
3 99 (16.12%) Analytics
4 98 (15.96%) Continuous Integration
5 83 (13.52%) ETL
6 77 (12.54%) Microservices
7 75 (12.21%) Configuration Management
8 71 (11.56%) Software Engineering
8 71 (11.56%) TDD
9 70 (11.40%) Scrum
10 66 (10.75%) Infrastructure as Code
11 61 (9.93%) Data Science
12 54 (8.79%) Computer Science
13 49 (7.98%) Problem-Solving
14 48 (7.82%) Machine Learning
15 47 (7.65%) Data Modelling
16 46 (7.49%) Business Intelligence
17 45 (7.33%) Open Source
18 43 (7.00%) Fintech
19 42 (6.84%) Data Engineering
Programming Languages
1 311 (50.65%) Python
2 166 (27.04%) SQL
3 163 (26.55%) Java
4 145 (23.62%) JavaScript
5 78 (12.70%) Bash Shell
6 59 (9.61%) Scala
7 48 (7.82%) Ruby
8 40 (6.51%) TypeScript
9 37 (6.03%) C#
9 37 (6.03%) PowerShell
10 35 (5.70%) PHP
11 29 (4.72%) C++
12 27 (4.40%) PL/SQL
13 23 (3.75%) ES6
13 23 (3.75%) Java 8
14 21 (3.42%) Go
15 18 (2.93%) Kotlin
16 16 (2.61%) Perl
17 15 (2.44%) R
18 14 (2.28%) C
Qualifications
1 62 (10.10%) Degree
2 46 (7.49%) AWS Certification
3 34 (5.54%) Computer Science Degree
4 22 (3.58%) Security Cleared
5 18 (2.93%) SC Cleared
6 17 (2.77%) Microsoft Certification
7 16 (2.61%) Cisco Certification
8 15 (2.44%) ITIL Certification
9 14 (2.28%) MCSE
10 12 (1.95%) VMware Certified Professional (VCP)
11 9 (1.47%) (ISC)2 CCSP
11 9 (1.47%) CCSP
11 9 (1.47%) CISSP
12 8 (1.30%) CCNA
13 6 (0.98%) MCP
13 6 (0.98%) MCSA
14 5 (0.81%) CESG Certified Professional
15 3 (0.49%) DV Cleared
16 2 (0.33%) CCNP
16 2 (0.33%) PhD
Quality Assurance & Compliance
1 16 (2.61%) SLA
2 9 (1.47%) QA
3 8 (1.30%) GDPR
4 7 (1.14%) Data Quality
5 6 (0.98%) ISO/IEC 27001
6 3 (0.49%) ISO 9001
7 1 (0.16%) ISO 8583
7 1 (0.16%) Sarbanes-Oxley
System Software
1 148 (24.10%) Docker
2 27 (4.40%) VMware Infrastructure
3 17 (2.77%) Active Directory
4 13 (2.12%) vSphere
5 11 (1.79%) GlusterFS
5 11 (1.79%) Virtual Servers
5 11 (1.79%) VirtualBox
6 6 (0.98%) Apache ZooKeeper
6 6 (0.98%) XenApp
7 4 (0.65%) Varnish
7 4 (0.65%) Virtual Desktop
8 3 (0.49%) Apache Flume
8 3 (0.49%) Hyper-V
8 3 (0.49%) iptables
8 3 (0.49%) VMware ESXi
9 2 (0.33%) Virtual Machines
10 1 (0.16%) FreeRADIUS
10 1 (0.16%) HDFS
10 1 (0.16%) Kamailio
10 1 (0.16%) LXC
Systems Management
1 140 (22.80%) Terraform
2 120 (19.54%) Kubernetes
3 106 (17.26%) Ansible
4 50 (8.14%) Opscode Chef
5 49 (7.98%) Puppet
6 29 (4.72%) Nagios
7 23 (3.75%) Kibana
8 18 (2.93%) logstash
9 12 (1.95%) Packer
10 8 (1.30%) OSSEC
10 8 (1.30%) Prometheus
10 8 (1.30%) Salt
10 8 (1.30%) SCCM
11 7 (1.14%) Grafana
12 6 (0.98%) vCenter Server
13 5 (0.81%) Rancher
14 4 (0.65%) Mesos
15 3 (0.49%) Munin
15 3 (0.49%) Scalr
16 2 (0.33%) Oozie
Vendors
1 63 (10.26%) Oracle
2 46 (7.49%) Splunk
3 39 (6.35%) Google
4 37 (6.03%) Tableau
5 33 (5.37%) Microsoft
6 30 (4.89%) VMware
7 20 (3.26%) Red Hat
8 18 (2.93%) Cisco
9 14 (2.28%) Dynatrace
9 14 (2.28%) Talend
10 13 (2.12%) HP
11 11 (1.79%) Atlassian
11 11 (1.79%) New Relic
12 10 (1.63%) Informatica
13 8 (1.30%) Citrix
14 7 (1.14%) AppDynamics
14 7 (1.14%) MicroStrategy
15 6 (0.98%) Cloudera
15 6 (0.98%) Veeam
16 4 (0.65%) Foundry