Period
to 28 March 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 28 March 2020 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK
6 months to
28 Mar 2020
Same period 2019 Same period 2018
Rank 385 437 572
Rank change year-on-year +52 +135 +236
Permanent jobs citing Amazon S3 900 995 813
As % of all permanent jobs advertised in the UK 0.76% 0.67% 0.46%
As % of the Cloud Services category 2.20% 2.45% 2.05%
Number of salaries quoted 784 824 722
Median annual salary £65,000 £65,000 £65,000
10th Percentile £43,750 £45,000 £40,000
90th Percentile £95,875 £95,000 £93,750
UK excluding London median annual salary £58,250 £60,000 £60,000
% change year-on-year -2.92% - +33.33%

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 40,984 40,598 39,732
As % of all permanent IT jobs advertised in the UK 34.51% 27.40% 22.55%
Number of salaries quoted 33,312 32,397 32,734
Median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +5.00%
10th Percentile £31,000 £30,500 £28,750
90th Percentile £91,250 £87,500 £82,500
UK excluding London median annual salary £47,500 £47,500 £45,000
% change year-on-year - +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 28 March 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 28 March 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 +52 863 £65,858 +1.32% 153
London +72 582 £70,000 - 78
UK excluding London +53 316 £58,250 -2.92% 88
North of England +48 119 £60,162 +0.27% 35
North West +13 78 £61,250 - 19
South East +26 76 £60,000 +9.09% 13
Midlands +24 54 £55,000 - 14
West Midlands +24 50 £55,000 -4.35% 14
Work from Home -46 38 £65,000 -7.14% 16
Yorkshire +42 35 £63,750 +6.25% 15
Scotland +47 24 £62,500 -3.85% 8
South West +11 24 £58,750 -9.62% 5
East of England +52 16 £67,500 +22.73% 8
Wales - 8 £47,500 - 5
North East +4 6 £54,671 -24.59% 1
East Midlands +17 4 £37,500 -31.82%
Northern Ireland - 1 - -

For the 6 months to 28 March 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.

1 874 (97.11%) AWS
2 501 (55.67%) Amazon EC2
3 458 (50.89%) Python
4 431 (47.89%) Serverless
5 426 (47.33%) AWS Lambda
6 422 (46.89%) Agile Software Development
7 377 (41.89%) Amazon RDS
8 357 (39.67%) Java
9 305 (33.89%) DevOps
10 267 (29.67%) Docker
11 239 (26.56%) Amazon DynamoDB
12 237 (26.33%) SQL
13 236 (26.22%) Terraform
14 233 (25.89%) AWS CloudFormation
15 218 (24.22%) Linux
16 204 (22.67%) Virtual Private Cloud
16 204 (22.67%) Kubernetes
17 188 (20.89%) Amazon ECS
18 185 (20.56%) Finance
19 181 (20.11%) Jenkins
20 180 (20.00%) Web Services
20 180 (20.00%) Git (software)
21 173 (19.22%) Node.js
22 172 (19.11%) JavaScript
23 167 (18.56%) NoSQL
24 166 (18.44%) Amazon CloudWatch
25 159 (17.67%) Software Engineering
26 154 (17.11%) Big Data
26 154 (17.11%) Analytics
27 147 (16.33%) Amazon Redshift

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
1 127 (14.11%) Elasticsearch
2 126 (14.00%) Apache Spark
3 57 (6.33%) Confluence
4 46 (5.11%) Apache Airflow
5 45 (5.00%) Apache
6 23 (2.56%) Luigi
7 18 (2.00%) nginx
8 14 (1.56%) Tomcat
9 12 (1.33%) IIS
10 11 (1.22%) Jupyter
11 6 (0.67%) SAS
12 4 (0.44%) Apache Solr
13 2 (0.22%) Adobe Experience Manager
13 2 (0.22%) CMS
13 2 (0.22%) JBoss
13 2 (0.22%) OpenStack
13 2 (0.22%) WordPress
14 1 (0.11%) Anypoint
14 1 (0.11%) Gluu
14 1 (0.11%) MS Exchange
Applications
1 5 (0.56%) Microsoft Office
2 4 (0.44%) Adobe Creative Suite
2 4 (0.44%) Microsoft Excel
3 2 (0.22%) Microsoft PowerPoint
4 1 (0.11%) Figma
4 1 (0.11%) Photoshop
4 1 (0.11%) Simulink
4 1 (0.11%) Sketch
Business Applications
1 8 (0.89%) Dynamics CRM
2 2 (0.22%) Eikon
2 2 (0.22%) Payment Gateway
3 1 (0.11%) PolarLake
3 1 (0.11%) Remedy ITSM
Cloud Services
1 874 (97.11%) AWS
2 501 (55.67%) Amazon EC2
3 431 (47.89%) Serverless
4 426 (47.33%) AWS Lambda
5 233 (25.89%) AWS CloudFormation
6 204 (22.67%) Virtual Private Cloud
7 188 (20.89%) Amazon ECS
8 166 (18.44%) Amazon CloudWatch
9 129 (14.33%) Azure
10 123 (13.67%) Amazon SQS
10 123 (13.67%) Route 53
11 112 (12.44%) Amazon EMR
11 112 (12.44%) Amazon Kinesis
12 102 (11.33%) Amazon ELB
13 95 (10.56%) CloudFront
14 82 (9.11%) SaaS
15 78 (8.67%) GCP
16 72 (8.00%) GitHub
17 62 (6.89%) AWS Elastic Beanstalk
18 51 (5.67%) OpenShift
Communications & Networking
1 52 (5.78%) DNS
2 35 (3.89%) HTTP
3 27 (3.00%) Firewall
4 19 (2.11%) Network Security
4 19 (2.11%) VPN
5 17 (1.89%) DHCP
5 17 (1.89%) FTP
6 13 (1.44%) SSH
6 13 (1.44%) TCP/IP
7 12 (1.33%) SMTP
8 11 (1.22%) SSL
9 10 (1.11%) Intrusion Detection
10 7 (0.78%) Fibre Channel
10 7 (0.78%) SAN
11 5 (0.56%) Internet
11 5 (0.56%) Unified Communications
11 5 (0.56%) VoIP
12 4 (0.44%) ATM
12 4 (0.44%) VLAN
12 4 (0.44%) WAN
Database & Business Intelligence
1 377 (41.89%) Amazon RDS
2 239 (26.56%) Amazon DynamoDB
3 167 (18.56%) NoSQL
4 154 (17.11%) Big Data
5 147 (16.33%) Amazon Redshift
5 147 (16.33%) PostgreSQL
6 111 (12.33%) Amazon Athena
7 98 (10.89%) MySQL
8 87 (9.67%) Hadoop
9 85 (9.44%) Redis
10 75 (8.33%) SQL Server
11 74 (8.22%) Relational Database
12 57 (6.33%) Data Warehouse
13 53 (5.89%) MongoDB
14 51 (5.67%) Apache Hive
15 45 (5.00%) Amazon Aurora
16 35 (3.89%) Data Lake
17 33 (3.67%) BigQuery
18 30 (3.33%) RDBMS
19 28 (3.11%) Snowflake Schema
Development Applications
1 181 (20.11%) Jenkins
2 180 (20.00%) Git (software)
3 84 (9.33%) JIRA
4 58 (6.44%) Maven
5 49 (5.44%) GitLab
6 40 (4.44%) Bitbucket
7 39 (4.33%) Gradle
8 38 (4.22%) Atlassian Bamboo
9 35 (3.89%) CircleCI
10 34 (3.78%) Artifactory
11 27 (3.00%) Subversion
12 25 (2.78%) Vagrant
13 20 (2.22%) JUnit
13 20 (2.22%) webpack
14 19 (2.11%) Octopus Deploy
14 19 (2.11%) Selenium
15 17 (1.89%) Cucumber
15 17 (1.89%) WebDriver
16 15 (1.67%) PhantomJS
16 15 (1.67%) Sonatype Nexus
General
1 185 (20.56%) Finance
2 61 (6.78%) Front Office
3 44 (4.89%) Retail
4 37 (4.11%) Public Sector
5 20 (2.22%) Marketing
6 16 (1.78%) Law
6 16 (1.78%) Manufacturing
7 13 (1.44%) Publishing
7 13 (1.44%) Telecoms
8 11 (1.22%) Legal
9 10 (1.11%) Automotive
10 7 (0.78%) Banking
11 6 (0.67%) Advertising
12 5 (0.56%) Games
13 3 (0.33%) Billing
13 3 (0.33%) Retail Banking
14 2 (0.22%) Back Office
14 2 (0.22%) Investment Banking
14 2 (0.22%) Music Industry
15 1 (0.11%) Electronics
Job Titles
1 274 (30.44%) Developer
2 149 (16.56%) AWS Engineer
3 137 (15.22%) DevOps Engineer
4 127 (14.11%) Data Engineer
5 114 (12.67%) Architect
6 104 (11.56%) Java Developer
7 100 (11.11%) Senior Developer
8 93 (10.33%) Software Engineer
9 63 (7.00%) Cloud Engineer
10 58 (6.44%) AWS Developer
11 56 (6.22%) Data Architect
12 52 (5.78%) Python Engineer
13 49 (5.44%) Python Developer
14 43 (4.78%) AWS DevOps
15 42 (4.67%) AWS Architect
15 42 (4.67%) AWS DevOps Engineer
15 42 (4.67%) Senior Software Engineer
16 39 (4.33%) AWS Software Engineer
17 37 (4.11%) Lead Developer
17 37 (4.11%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 180 (20.00%) Web Services
2 173 (19.22%) Node.js
3 122 (13.56%) HTML
4 113 (12.56%) CSS
5 106 (11.78%) Kafka
6 105 (11.67%) Spring
7 82 (9.11%) Spring Boot
8 70 (7.78%) React
9 62 (6.89%) RabbitMQ
10 60 (6.67%) Elastic Stack
11 54 (6.00%) AngularJS
12 52 (5.78%) HTML5
13 49 (5.44%) jQuery
14 46 (5.11%) .NET
15 44 (4.89%) React Native
16 43 (4.78%) REST
17 42 (4.67%) Hibernate
18 41 (4.56%) RESTful
19 37 (4.11%) Sass
20 36 (4.00%) Pandas
Miscellaneous
1 55 (6.11%) Fixed Income
2 53 (5.89%) Greenfield Project
3 45 (5.00%) Linux Command Line
4 43 (4.78%) Analytical Skills
4 43 (4.78%) Data Structures
5 41 (4.56%) Public Cloud
6 37 (4.11%) User Experience
7 31 (3.44%) Algorithms
8 26 (2.89%) Management Information System
9 25 (2.78%) Cloud Native
9 25 (2.78%) Self-Motivation
10 24 (2.67%) Data Centre
10 24 (2.67%) Equities
10 24 (2.67%) Hedge funds
11 19 (2.11%) Derivative
11 19 (2.11%) Mobile App
12 17 (1.89%) Hybrid Cloud
13 16 (1.78%) Reference Data
14 15 (1.67%) Enterprise Software
15 10 (1.11%) Foreign Exchange (FX)
Operating Systems
1 218 (24.22%) Linux
2 99 (11.00%) Windows
3 55 (6.11%) Unix
4 29 (3.22%) Android
5 28 (3.11%) Windows Server
6 25 (2.78%) Apple iOS
7 21 (2.33%) Red Hat Enterprise Linux
8 18 (2.00%) VMS
9 16 (1.78%) Windows Server 2012
10 12 (1.33%) Ubuntu
11 11 (1.22%) CentOS
12 10 (1.11%) CoreOS
13 8 (0.89%) Windows Server 2016
14 6 (0.67%) Oracle Linux
14 6 (0.67%) Windows Server 2003
14 6 (0.67%) Windows Server 2008
14 6 (0.67%) Windows Server 2019
15 5 (0.56%) Embedded Linux
16 3 (0.33%) Debian
17 2 (0.22%) Amazon Linux
Processes & Methodologies
1 422 (46.89%) Agile Software Development
2 305 (33.89%) DevOps
3 159 (17.67%) Software Engineering
4 154 (17.11%) Analytics
5 145 (16.11%) Microservices
6 125 (13.89%) Continuous Integration
6 125 (13.89%) ETL
7 116 (12.89%) TDD
8 97 (10.78%) Data Science
9 95 (10.56%) Scrum
10 78 (8.67%) Data Modelling
11 77 (8.56%) Infrastructure as Code
12 76 (8.44%) Machine Learning
13 68 (7.56%) Problem-Solving
14 67 (7.44%) Decision-Making
15 66 (7.33%) Data Engineering
15 66 (7.33%) Mentoring
16 63 (7.00%) Configuration Management
16 63 (7.00%) Test Automation
17 62 (6.89%) OO
Programming Languages
1 458 (50.89%) Python
2 357 (39.67%) Java
3 237 (26.33%) SQL
4 172 (19.11%) JavaScript
5 103 (11.44%) Scala
6 80 (8.89%) Bash Shell
7 62 (6.89%) Ruby
8 60 (6.67%) PowerShell
9 57 (6.33%) C++
9 57 (6.33%) R
10 54 (6.00%) C#
10 54 (6.00%) PHP
11 44 (4.89%) Java 8
12 43 (4.78%) Go
13 34 (3.78%) TypeScript
14 27 (3.00%) ES6
14 27 (3.00%) Perl
15 26 (2.89%) C
16 18 (2.00%) PL/SQL
17 14 (1.56%) Shell Script
Qualifications
1 73 (8.11%) Degree
2 59 (6.56%) AWS Certification
3 39 (4.33%) Computer Science Degree
4 22 (2.44%) Security Cleared
5 15 (1.67%) ITIL Certification
5 15 (1.67%) SC Cleared
6 14 (1.56%) Microsoft Certification
7 11 (1.22%) Cisco Certification
7 11 (1.22%) MCSE
8 10 (1.11%) VMware Certified Professional (VCP)
9 7 (0.78%) CCNA
9 7 (0.78%) MCP
9 7 (0.78%) MCSA
10 5 (0.56%) (ISC)2 CCSP
10 5 (0.56%) CCSP
10 5 (0.56%) CESG Certified Professional
10 5 (0.56%) CISSP
11 3 (0.33%) CCNP
11 3 (0.33%) DV Cleared
12 2 (0.22%) PMP
Quality Assurance & Compliance
1 21 (2.33%) QA
2 15 (1.67%) Data Quality
3 14 (1.56%) GDPR
4 10 (1.11%) SLA
5 7 (0.78%) ISO/IEC 27001
6 6 (0.67%) PCI DSS
7 3 (0.33%) CDISC
7 3 (0.33%) HL7
8 1 (0.11%) ISO 8583
8 1 (0.11%) ISO 9001
8 1 (0.11%) ISO/IEC 20000
8 1 (0.11%) Sarbanes-Oxley
System Software
1 267 (29.67%) Docker
2 44 (4.89%) Active Directory
3 29 (3.22%) HDFS
3 29 (3.22%) VMware Infrastructure
4 11 (1.22%) Virtual Desktop
5 9 (1.00%) Hyper-V
6 8 (0.89%) Virtual Machines
7 7 (0.78%) Virtual Servers
7 7 (0.78%) XenApp
8 6 (0.67%) vSphere
9 5 (0.56%) Apache Flume
9 5 (0.56%) GlusterFS
9 5 (0.56%) VirtualBox
10 3 (0.33%) LXC
11 2 (0.22%) Apache ZooKeeper
11 2 (0.22%) OpenSSH
11 2 (0.22%) Postfix
11 2 (0.22%) Varnish
12 1 (0.11%) Ceph
12 1 (0.11%) Xen
Systems Management
1 236 (26.22%) Terraform
2 204 (22.67%) Kubernetes
3 140 (15.56%) Ansible
4 71 (7.89%) Opscode Chef
5 67 (7.44%) Puppet
6 42 (4.67%) Kibana
7 35 (3.89%) logstash
8 34 (3.78%) Packer
9 29 (3.22%) Nagios
10 21 (2.33%) SCCM
11 19 (2.11%) Prometheus
12 13 (1.44%) Grafana
13 11 (1.22%) Salt
14 10 (1.11%) Hadoop YARN
14 10 (1.11%) Rancher
15 7 (0.78%) Istio
16 6 (0.67%) OSSEC
16 6 (0.67%) vCenter Server
17 5 (0.56%) ZABBIX
18 2 (0.22%) Oozie
Vendors
1 77 (8.56%) Oracle
2 56 (6.22%) Google
3 46 (5.11%) Splunk
4 40 (4.44%) Microsoft
5 30 (3.33%) Tableau
5 30 (3.33%) VMware
6 28 (3.11%) Red Hat
7 25 (2.78%) Talend
8 21 (2.33%) Atlassian
9 18 (2.00%) Informatica
10 16 (1.78%) Citrix
10 16 (1.78%) Dynatrace
11 13 (1.44%) Cisco
12 11 (1.22%) Databricks
12 11 (1.22%) HP
13 10 (1.11%) Cloudera
14 8 (0.89%) Rollbar
15 7 (0.78%) ServiceNow
16 6 (0.67%) Adobe
16 6 (0.67%) New Relic