Period
to 22 May 2019

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 22 May 2019 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > England
6 months to
22 May 2019
Same period 2018 Same period 2017
Rank 398 542 731
Rank change year-on-year +144 +189 +99
Permanent jobs citing Amazon S3 1,020 821 444
As % of all permanent IT jobs advertised in England 0.76% 0.51% 0.28%
As % of the Cloud Services category 2.67% 2.17% 1.71%
Number of salaries quoted 724 716 345
England median annual salary £65,500 £65,000 £55,000
Median salary % change year-on-year +0.77% +18.18% +2.80%
10th Percentile £43,750 £40,000 £33,000
90th Percentile £95,000 £93,750 £78,900
UK median annual salary £65,000 £65,000 £55,000
% change year-on-year - +18.18% +2.80%

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 38,153 37,829 25,934
As % of all permanent IT jobs advertised in England 28.56% 23.53% 16.29%
Number of salaries quoted 30,952 31,120 21,805
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £30,750 £30,000 £28,500
90th Percentile £87,500 £83,750 £80,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Amazon S3
Job Vacancy Trend in England

Job postings citing Amazon S3 as a percentage of all IT jobs advertised in England.

Job vacancy trend for Amazon S3 in England

Amazon S3
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon S3 in England.

Salary trend for Amazon S3 in England

Amazon S3
Salary Histogram in England

The salary distribution of IT jobs citing Amazon S3 in England over the 6 months to 22 May 2019.

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 22 May 2019. 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 +91 614 £72,500 +3.57% 29
North of England +98 156 £60,000 +4.35% 10
North West +69 117 £62,500 +8.70% 6
South East +66 104 £60,000 +4.35% 3
Midlands +68 85 £55,000 +37.50% 4
West Midlands +76 72 £60,000 +9.09% 3
South West +43 56 £65,000 +30.00% 3
Yorkshire +21 36 £60,000 +20.00% 1
East of England +55 22 £55,000 -24.14% 1
East Midlands +21 13 £55,000 +37.50% 1
North East +20 3 £70,000 +7.69% 3
Amazon S3
UK

For the 6 months to 22 May 2019, 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.

1 994 (97.45%) Amazon AWS
2 704 (69.02%) Amazon EC2
3 533 (52.25%) DevOps
4 470 (46.08%) Agile Software Development
5 456 (44.71%) Amazon RDS
6 451 (44.22%) Serverless
7 449 (44.02%) AWS Lambda
8 444 (43.53%) Python
9 399 (39.12%) Linux
10 326 (31.96%) Web Services
11 322 (31.57%) Docker
12 303 (29.71%) Java
13 283 (27.75%) AWS CloudFormation
14 282 (27.65%) Amazon CloudWatch
15 277 (27.16%) Terraform
16 275 (26.96%) Jenkins
17 271 (26.57%) Ansible
18 263 (25.78%) Virtual Private Cloud
19 256 (25.10%) JavaScript
20 251 (24.61%) Git (software)
21 230 (22.55%) Amazon SQS
22 229 (22.45%) Amazon DynamoDB
23 227 (22.25%) SQL
24 208 (20.39%) Kubernetes
25 201 (19.71%) Node.js
26 197 (19.31%) Finance
27 179 (17.55%) AWS Elastic Beanstalk
28 178 (17.45%) Software Engineering
29 175 (17.16%) Route 53
29 175 (17.16%) Amazon Redshift

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
1 154 (15.10%) Elasticsearch
2 87 (8.53%) Apache Spark
3 84 (8.24%) IIS
4 81 (7.94%) Confluence
5 60 (5.88%) Apache
6 17 (1.67%) nginx
7 12 (1.18%) SAS
8 9 (0.88%) Tomcat
9 8 (0.78%) Adobe Experience Manager
9 8 (0.78%) SharePoint
10 7 (0.69%) CMS
10 7 (0.69%) Skype for Business
11 6 (0.59%) Drupal
12 5 (0.49%) Apache Airflow
12 5 (0.49%) Cloud Foundry
13 4 (0.39%) Apache Pig
13 4 (0.39%) WordPress
14 3 (0.29%) Ethereum
14 3 (0.29%) Hyperledger
14 3 (0.29%) Tornado
Applications
1 9 (0.88%) Microsoft Office
2 5 (0.49%) HipChat
3 3 (0.29%) Chatbot
3 3 (0.29%) Microsoft Excel
3 3 (0.29%) Microsoft PowerPoint
4 2 (0.20%) MS Visio
5 1 (0.098%) Adobe XD
5 1 (0.098%) Figma
5 1 (0.098%) Sketch
Business Applications
1 9 (0.88%) Magento
2 5 (0.49%) Payment Gateway
3 3 (0.29%) Distributed Ledger
3 3 (0.29%) Remedy ITSM
3 3 (0.29%) SAP ERP
4 2 (0.20%) Infor M3
4 2 (0.20%) PolarLake
Cloud Services
1 994 (97.45%) Amazon AWS
2 704 (69.02%) Amazon EC2
3 451 (44.22%) Serverless
4 449 (44.02%) AWS Lambda
5 283 (27.75%) AWS CloudFormation
6 282 (27.65%) Amazon CloudWatch
7 263 (25.78%) Virtual Private Cloud
8 230 (22.55%) Amazon SQS
9 179 (17.55%) AWS Elastic Beanstalk
10 175 (17.16%) Route 53
11 171 (16.76%) Microsoft Azure
12 118 (11.57%) Amazon ELB
13 112 (10.98%) CloudFront
14 95 (9.31%) Amazon Kinesis
15 93 (9.12%) GitHub
16 88 (8.63%) Amazon EMR
17 68 (6.67%) Azure Active Directory
18 62 (6.08%) Amazon Glacier
19 58 (5.69%) PaaS
20 56 (5.49%) Cloud Computing
Communications & Networking
1 79 (7.75%) DNS
2 43 (4.22%) VPN
3 41 (4.02%) Firewall
4 40 (3.92%) TCP/IP
5 20 (1.96%) DHCP
6 18 (1.76%) HTTP
7 14 (1.37%) Network Security
7 14 (1.37%) Skype
8 9 (0.88%) VoIP
9 8 (0.78%) FTP
9 8 (0.78%) Internet
10 7 (0.69%) SSL
11 6 (0.59%) HTTPS
11 6 (0.59%) LAN
11 6 (0.59%) OpenVPN
11 6 (0.59%) SMTP
11 6 (0.59%) STUN
12 5 (0.49%) H.323
12 5 (0.49%) Unified Communications
13 4 (0.39%) BGP
Database & Business Intelligence
1 456 (44.71%) Amazon RDS
2 229 (22.45%) Amazon DynamoDB
3 175 (17.16%) Amazon Redshift
4 146 (14.31%) MySQL
5 124 (12.16%) MongoDB
6 114 (11.18%) Amazon Athena
7 110 (10.78%) NoSQL
8 107 (10.49%) PostgreSQL
9 100 (9.80%) Big Data
10 77 (7.55%) SQL Server
11 75 (7.35%) Redis
12 65 (6.37%) Relational Database
13 63 (6.18%) Hadoop
14 51 (5.00%) Data Warehouse
15 50 (4.90%) MariaDB
16 39 (3.82%) Apache Cassandra
17 32 (3.14%) Apache Hive
18 24 (2.35%) RDBMS
19 23 (2.25%) Amazon Aurora
19 23 (2.25%) Data Lake
Development Applications
1 275 (26.96%) Jenkins
2 251 (24.61%) Git (software)
3 113 (11.08%) JIRA
4 87 (8.53%) GitLab
5 70 (6.86%) Octopus Deploy
6 69 (6.76%) TeamCity
7 60 (5.88%) Atlassian Bamboo
8 54 (5.29%) Bitbucket
9 49 (4.80%) Artifactory
10 45 (4.41%) Bitbucket Server
10 45 (4.41%) Maven
11 38 (3.73%) Selenium
12 31 (3.04%) Gradle
13 20 (1.96%) Vagrant
14 19 (1.86%) Subversion
15 18 (1.76%) JUnit
16 17 (1.67%) CircleCI
16 17 (1.67%) Cucumber
17 14 (1.37%) IntelliJ
17 14 (1.37%) webpack
General
1 197 (19.31%) Finance
2 36 (3.53%) Marketing
3 31 (3.04%) Retail
4 28 (2.75%) Games
5 26 (2.55%) Manufacturing
6 22 (2.16%) Banking
6 22 (2.16%) Billing
6 22 (2.16%) Front Office
7 11 (1.08%) Publishing
7 11 (1.08%) Telecoms
8 9 (0.88%) Pharmaceutical
9 7 (0.69%) Law
10 4 (0.39%) Advertising
10 4 (0.39%) Legal
10 4 (0.39%) Retail Banking
11 2 (0.20%) Automotive
12 1 (0.098%) Digital Economy
12 1 (0.098%) Electronics
12 1 (0.098%) Financial Institution
12 1 (0.098%) Prime Brokerage
Job Titles
1 336 (32.94%) Developer
2 223 (21.86%) DevOps Engineer
3 180 (17.65%) AWS Engineer
4 95 (9.31%) Architect
5 84 (8.24%) AWS Developer
6 78 (7.65%) Java Developer
7 77 (7.55%) Data Engineer
8 72 (7.06%) Cloud Engineer
9 71 (6.96%) AWS DevOps
10 66 (6.47%) Senior Developer
11 63 (6.18%) Cloud Developer
12 58 (5.69%) Software Engineer
13 52 (5.10%) Cloud Architect
14 51 (5.00%) Senior DevOps
15 50 (4.90%) Senior DevOps Engineer
16 49 (4.80%) Python Engineer
17 47 (4.61%) AWS DevOps Engineer
18 42 (4.12%) Full Stack Developer
19 41 (4.02%) JavaScript Developer
20 39 (3.82%) Python Developer
Libraries, Frameworks & Software Standards
1 326 (31.96%) Web Services
2 201 (19.71%) Node.js
3 140 (13.73%) CSS
4 139 (13.63%) HTML
5 110 (10.78%) AngularJS
6 87 (8.53%) Elastic Stack
6 87 (8.53%) REST
7 85 (8.33%) Kafka
8 80 (7.84%) J2EE
9 72 (7.06%) React
10 70 (6.86%) .NET
11 65 (6.37%) RESTful
11 65 (6.37%) Vue.js
12 62 (6.08%) Laravel
13 51 (5.00%) JSON
14 45 (4.41%) Spring
15 44 (4.31%) J2SE
15 44 (4.31%) RabbitMQ
16 33 (3.24%) LAMP
17 32 (3.14%) XML
Miscellaneous
1 76 (7.45%) Linux Command Line
2 72 (7.06%) Self-Motivation
3 65 (6.37%) Public Cloud
4 59 (5.78%) Private Cloud
5 53 (5.20%) Analytical Skills
6 45 (4.41%) Data Centre
7 40 (3.92%) Hybrid Cloud
8 38 (3.73%) Mobile App
9 35 (3.43%) Algorithms
10 28 (2.75%) Data Structures
11 24 (2.35%) Fintech
12 23 (2.25%) User Experience
13 22 (2.16%) Cloud Native
14 20 (1.96%) Derivative
14 20 (1.96%) Greenfield Project
15 18 (1.76%) Fixed Income
16 17 (1.67%) Equities
17 16 (1.57%) Replication
18 14 (1.37%) Foreign Exchange (FX)
18 14 (1.37%) Virtual Team
Operating Systems
1 399 (39.12%) Linux
2 161 (15.78%) Windows
3 40 (3.92%) Windows Server
4 35 (3.43%) Red Hat Enterprise Linux
5 31 (3.04%) Unix
6 30 (2.94%) Ubuntu
7 25 (2.45%) CentOS
8 21 (2.06%) Android
9 19 (1.86%) Apple iOS
10 13 (1.27%) Amazon Linux
11 10 (0.98%) Fedora
12 6 (0.59%) Windows 10
13 3 (0.29%) Debian
14 2 (0.20%) CoreOS
15 1 (0.098%) Solaris
15 1 (0.098%) SUSE
15 1 (0.098%) Windows 7
15 1 (0.098%) Windows Server 2012
Processes & Methodologies
1 533 (52.25%) DevOps
2 470 (46.08%) Agile Software Development
3 178 (17.45%) Software Engineering
4 171 (16.76%) Microservices
5 166 (16.27%) Continuous Integration
6 143 (14.02%) Analytics
7 134 (13.14%) Scrum
8 111 (10.88%) Machine Learning
8 111 (10.88%) Migration
9 101 (9.90%) Configuration Management
10 98 (9.61%) Infrastructure as Code
11 97 (9.51%) Artificial Intelligence
12 91 (8.92%) Continuous Improvement
13 90 (8.82%) Test Automation
14 88 (8.63%) Open Source
15 87 (8.53%) Mentoring
16 86 (8.43%) Data Science
17 81 (7.94%) Business Intelligence
18 80 (7.84%) TDD
19 72 (7.06%) Asset Management
Programming Languages
1 444 (43.53%) Python
2 303 (29.71%) Java
3 256 (25.10%) JavaScript
4 227 (22.25%) SQL
5 126 (12.35%) PHP
6 101 (9.90%) Ruby
7 100 (9.80%) Bash Shell
8 82 (8.04%) PowerShell
9 73 (7.16%) C#
10 59 (5.78%) Scala
11 58 (5.69%) Shell Script
12 52 (5.10%) TypeScript
13 46 (4.51%) C++
14 40 (3.92%) Go
15 25 (2.45%) Java 8
16 22 (2.16%) Perl
17 14 (1.37%) Clojure
18 13 (1.27%) ES6
19 11 (1.08%) Groovy
20 9 (0.88%) PL/SQL
Qualifications
1 105 (10.29%) Degree
2 80 (7.84%) AWS Certification
3 53 (5.20%) Security Cleared
4 35 (3.43%) Computer Science Degree
5 25 (2.45%) SC Cleared
6 16 (1.57%) Microsoft Certification
7 14 (1.37%) PhD
7 14 (1.37%) Postgraduate
8 12 (1.18%) MCSE
9 10 (0.98%) MCSA
10 7 (0.69%) Network+ Certification
11 6 (0.59%) Master's Degree
12 5 (0.49%) CCNA
12 5 (0.49%) CCNP
12 5 (0.49%) Cisco Certification
12 5 (0.49%) Numerate Degree
13 3 (0.29%) CCA
13 3 (0.29%) Citrix Certification
13 3 (0.29%) ISEB
13 3 (0.29%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 44 (4.31%) QA
2 27 (2.65%) GDPR
3 19 (1.86%) Data Quality
4 14 (1.37%) ISO/IEC 27001
5 7 (0.69%) SLA
6 6 (0.59%) ISO 9001
7 3 (0.29%) MiFID
7 3 (0.29%) PCI DSS
8 2 (0.20%) COBIT
System Software
1 322 (31.57%) Docker
2 84 (8.24%) Active Directory
3 63 (6.18%) Virtual Machines
4 40 (3.92%) VMware Infrastructure
5 24 (2.35%) Varnish
6 23 (2.25%) Hyper-V
7 18 (1.76%) Apache Flume
8 15 (1.47%) HDFS
9 12 (1.18%) Apache ZooKeeper
10 10 (0.98%) Squid
11 5 (0.49%) Virtual Servers
12 4 (0.39%) VirtualBox
13 3 (0.29%) vSphere
14 2 (0.20%) NFS
14 2 (0.20%) VMware Server
14 2 (0.20%) VMware Workstation
15 1 (0.098%) VMware ESXi
Systems Management
1 277 (27.16%) Terraform
2 271 (26.57%) Ansible
3 208 (20.39%) Kubernetes
4 139 (13.63%) Puppet
5 97 (9.51%) Opscode Chef
6 73 (7.16%) Kibana
7 55 (5.39%) Prometheus
8 46 (4.51%) logstash
9 37 (3.63%) Packer
10 33 (3.24%) Nagios
11 20 (1.96%) ZABBIX
12 17 (1.67%) Docker Swarm
13 16 (1.57%) Consul
14 14 (1.37%) Hadoop YARN
15 13 (1.27%) Grafana
15 13 (1.27%) Graphite
16 8 (0.78%) HAProxy
17 7 (0.69%) rkt
18 6 (0.59%) Salt
19 5 (0.49%) Oozie
Vendors
1 92 (9.02%) Microsoft
2 78 (7.65%) Google
3 70 (6.86%) Splunk
4 59 (5.78%) New Relic
5 51 (5.00%) Oracle
6 48 (4.71%) VMware
7 40 (3.92%) Trend Micro
8 34 (3.33%) SaltStack
9 31 (3.04%) Red Hat
10 26 (2.55%) Informatica
11 19 (1.86%) Atlassian
11 19 (1.86%) Talend
12 15 (1.47%) Tableau
13 12 (1.18%) Adobe
14 11 (1.08%) Cloudera
14 11 (1.08%) HP
15 10 (0.98%) Zend
16 9 (0.88%) Hortonworks
16 9 (0.88%) Instagram
16 9 (0.88%) Veeam