Period
to 23 October 2018

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 23 October 2018 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > England
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 496 708 790
Rank change year-on-year +212 +82 +228
Permanent jobs citing Amazon S3 860 477 471
As % of all permanent IT jobs advertised in England 0.56% 0.29% 0.26%
As % of the Cloud Services category 2.34% 1.57% 2.04%
Number of salaries quoted 724 371 418
England median annual salary £65,000 £57,500 £57,500
Median salary % change year-on-year +13.04% - +4.55%
10th Percentile £41,250 £37,500 £38,750
90th Percentile £94,625 £90,000 £89,125
UK median annual salary £65,000 £57,500 £57,500
% change year-on-year +13.04% - +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 advertised in England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 36,719 30,305 23,096
As % of all permanent IT jobs advertised in England 23.91% 18.39% 12.91%
Number of salaries quoted 29,828 25,166 19,525
England median annual salary £55,000 £52,500 £51,500
Median salary % change year-on-year +4.76% +1.94% +7.29%
10th Percentile £30,000 £27,750 £28,425
90th Percentile £85,000 £81,250 £80,000
UK median annual salary £55,000 £51,000 £50,000
% change year-on-year +7.84% +2.00% +5.26%

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 23 October 2018.

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 23 October 2018. 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 +184 524 £70,000 - 91
South East +35 105 £62,500 +13.64% 15
North of England +83 89 £60,000 +37.14% 27
Midlands +85 80 £60,000 +50.00% 18
West Midlands +100 71 £60,000 +50.00% 9
North West +42 62 £60,000 +71.43% 16
South West +17 58 £52,500 +16.67% 12
Yorkshire +33 24 £42,500 -26.09% 8
East of England +26 24 £60,000 +9.09% 4
East Midlands +2 8 £55,000 +66.67% 9
North East -16 3 £42,500 -34.62% 3
Amazon S3
UK

For the 6 months to 23 October 2018, 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.

1 852 (99.07%) Amazon AWS
2 667 (77.56%) Amazon EC2
3 446 (51.86%) Linux
4 424 (49.30%) Amazon RDS
5 414 (48.14%) DevOps
6 367 (42.67%) SQL
7 349 (40.58%) Python
8 341 (39.65%) Agile Software Development
9 296 (34.42%) Git (software)
10 270 (31.40%) Docker
11 259 (30.12%) Ansible
12 255 (29.65%) Serverless
13 254 (29.53%) Microsoft Azure
14 250 (29.07%) AWS Lambda
15 248 (28.84%) AWS CloudFormation
16 243 (28.26%) Java
17 241 (28.02%) Jenkins
18 216 (25.12%) Web Services
19 204 (23.72%) Windows
20 201 (23.37%) Amazon CloudWatch
21 199 (23.14%) Amazon SQS
22 177 (20.58%) MySQL
23 175 (20.35%) Finance
24 173 (20.12%) Virtual Private Cloud
25 170 (19.77%) Amazon DynamoDB
25 170 (19.77%) Virtual Machines
26 166 (19.30%) Terraform
27 161 (18.72%) JavaScript
28 158 (18.37%) Kubernetes
29 157 (18.26%) JIRA

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
1 109 (12.67%) IIS
2 105 (12.21%) Confluence
3 73 (8.49%) Elasticsearch
4 58 (6.74%) Apache
5 48 (5.58%) Apache Spark
6 45 (5.23%) Tomcat
7 41 (4.77%) Ethereum
8 39 (4.53%) nginx
9 20 (2.33%) SAS
10 17 (1.98%) Apache Pig
11 10 (1.16%) Drupal
11 10 (1.16%) MS Exchange
12 9 (1.05%) WildFly
13 8 (0.93%) CMS
13 8 (0.93%) OpenStack
14 7 (0.81%) Amazon Alexa
15 6 (0.70%) ExpressionEngine
15 6 (0.70%) WordPress
16 5 (0.58%) Adobe Experience Manager
16 5 (0.58%) Jupyter
Applications
1 19 (2.21%) Microsoft Office
2 5 (0.58%) Microsoft Excel
2 5 (0.58%) Microsoft PowerPoint
3 4 (0.47%) Chatbot
4 3 (0.35%) Snapchat
Business Applications
1 8 (0.93%) Magento
2 6 (0.70%) Remedy ITSM
3 3 (0.35%) SAP Hybris
4 2 (0.23%) Distributed Ledger
4 2 (0.23%) NetSuite
5 1 (0.12%) Siebel CRM
Cloud Services
1 852 (99.07%) Amazon AWS
2 667 (77.56%) Amazon EC2
3 255 (29.65%) Serverless
4 254 (29.53%) Microsoft Azure
5 250 (29.07%) AWS Lambda
6 248 (28.84%) AWS CloudFormation
7 201 (23.37%) Amazon CloudWatch
8 199 (23.14%) Amazon SQS
9 173 (20.12%) Virtual Private Cloud
10 140 (16.28%) Azure Active Directory
11 113 (13.14%) Amazon ELB
12 97 (11.28%) Route 53
13 92 (10.70%) Cloud Computing
14 90 (10.47%) Amazon EMR
15 83 (9.65%) CloudFront
16 82 (9.53%) Amazon Kinesis
17 81 (9.42%) GitHub
18 61 (7.09%) SaaS
19 46 (5.35%) AWS Elastic Beanstalk
20 45 (5.23%) PaaS
Communications & Networking
1 66 (7.67%) DNS
2 46 (5.35%) Firewall
3 36 (4.19%) Network Security
4 35 (4.07%) DHCP
5 33 (3.84%) VPN
6 30 (3.49%) TCP/IP
7 18 (2.09%) LAN
8 17 (1.98%) SAN
8 17 (1.98%) WAN
9 16 (1.86%) HTTP
10 12 (1.40%) Fibre Channel
10 12 (1.40%) SSL
10 12 (1.40%) Wi-Fi
11 11 (1.28%) Internet
11 11 (1.28%) iSCSI
11 11 (1.28%) VoIP
12 9 (1.05%) BGP
12 9 (1.05%) IPsec
12 9 (1.05%) SSH
13 8 (0.93%) SNMP
Database & Business Intelligence
1 424 (49.30%) Amazon RDS
2 177 (20.58%) MySQL
3 170 (19.77%) Amazon DynamoDB
4 150 (17.44%) PostgreSQL
5 130 (15.12%) NoSQL
6 106 (12.33%) Amazon Redshift
7 85 (9.88%) MongoDB
8 83 (9.65%) Relational Database
9 79 (9.19%) SQL Server
10 75 (8.72%) Redis
11 66 (7.67%) Big Data
12 54 (6.28%) Blockchain
13 53 (6.16%) Hadoop
14 38 (4.42%) RDBMS
15 35 (4.07%) Data Warehouse
16 27 (3.14%) Apache Cassandra
16 27 (3.14%) Apache Hive
17 26 (3.02%) Cosmos DB
18 24 (2.79%) Azure SQL Database
19 19 (2.21%) Amazon Aurora
Development Applications
1 296 (34.42%) Git (software)
2 241 (28.02%) Jenkins
3 157 (18.26%) JIRA
4 114 (13.26%) TeamCity
5 111 (12.91%) Atlassian Bamboo
6 110 (12.79%) Octopus Deploy
7 52 (6.05%) Mocha
8 36 (4.19%) Maven
9 35 (4.07%) Subversion
10 25 (2.91%) Selenium
11 19 (2.21%) Bitbucket
12 18 (2.09%) GitLab
13 14 (1.63%) Visual Studio
14 13 (1.51%) Cucumber
15 12 (1.40%) Eclipse
15 12 (1.40%) JMeter
15 12 (1.40%) Liquibase
16 9 (1.05%) Grunt
16 9 (1.05%) Vagrant
17 8 (0.93%) webpack
General
1 175 (20.35%) Finance
2 77 (8.95%) Banking
3 49 (5.70%) Telecoms
4 34 (3.95%) Retail
5 27 (3.14%) Games
6 19 (2.21%) Marketing
7 15 (1.74%) Advertising
8 12 (1.40%) Publishing
9 7 (0.81%) Pharmaceutical
10 5 (0.58%) Legal
11 4 (0.47%) Manufacturing
11 4 (0.47%) Music Industry
12 3 (0.35%) Military
13 2 (0.23%) Automotive
13 2 (0.23%) Back Office
13 2 (0.23%) Electronics
13 2 (0.23%) Investment Banking
13 2 (0.23%) Law
Job Titles
1 244 (28.37%) Developer
2 187 (21.74%) DevOps Engineer
3 109 (12.67%) Architect
4 86 (10.00%) AWS Engineer
5 83 (9.65%) Cloud Architect
6 65 (7.56%) Senior Developer
7 51 (5.93%) Solutions Architect
8 48 (5.58%) Linux Engineer
9 44 (5.12%) Cloud Engineer
9 44 (5.12%) Senior DevOps
10 43 (5.00%) AWS Architect
11 42 (4.88%) Cloud Solutions Architect
11 42 (4.88%) DevOps Manager
11 42 (4.88%) Senior DevOps Engineer
12 41 (4.77%) Blockchain Developer
13 37 (4.30%) Lead DevOps
14 36 (4.19%) Backend Developer
14 36 (4.19%) Java Developer
14 36 (4.19%) Software Engineer
15 35 (4.07%) Node.js Developer
Libraries, Frameworks & Software Standards
1 216 (25.12%) Web Services
2 149 (17.33%) Node.js
3 133 (15.47%) CSS
4 125 (14.53%) HTML
5 92 (10.70%) AngularJS
6 63 (7.33%) Jest
7 60 (6.98%) REST
8 58 (6.74%) Kafka
9 56 (6.51%) JSON
10 55 (6.40%) .NET
10 55 (6.40%) React
11 48 (5.58%) Chai
12 43 (5.00%) Enzyme
13 42 (4.88%) RESTful
14 41 (4.77%) Smart Contracts
14 41 (4.77%) Spring
14 41 (4.77%) Truffle
14 41 (4.77%) web3js
15 40 (4.65%) Elastic Stack
16 37 (4.30%) HTML5
Miscellaneous
1 113 (13.14%) Private Cloud
2 70 (8.14%) Computer Science
3 55 (6.40%) Data Centre
4 42 (4.88%) Linux Command Line
4 42 (4.88%) Public Cloud
5 41 (4.77%) Bitcoin
6 38 (4.42%) Fintech
7 37 (4.30%) Analytical Skills
8 29 (3.37%) Self-Motivation
9 24 (2.79%) Algorithms
9 24 (2.79%) Replication
10 23 (2.67%) Hybrid Cloud
11 22 (2.56%) Data Structures
12 17 (1.98%) Mobile App
13 15 (1.74%) Enterprise Software
13 15 (1.74%) Greenfield Project
14 13 (1.51%) Cloud Native
14 13 (1.51%) Enterprise Cloud
15 11 (1.28%) Clustering
16 10 (1.16%) User Experience
Operating Systems
1 446 (51.86%) Linux
2 204 (23.72%) Windows
3 67 (7.79%) Unix
4 51 (5.93%) CentOS
5 45 (5.23%) VMS
6 35 (4.07%) Red Hat Enterprise Linux
7 31 (3.60%) Windows Server
8 26 (3.02%) Ubuntu
9 18 (2.09%) DC/OS
10 13 (1.51%) Android
11 12 (1.40%) Windows Server 2012
12 11 (1.28%) Mac OS X
13 6 (0.70%) Apple iOS
14 5 (0.58%) Mac OS
14 5 (0.58%) Windows Server 2008
15 4 (0.47%) Data ONTAP
15 4 (0.47%) Windows 10
16 3 (0.35%) CoreOS
16 3 (0.35%) Oracle Linux
17 2 (0.23%) Windows Server 2003
Processes & Methodologies
1 414 (48.14%) DevOps
2 341 (39.65%) Agile Software Development
3 139 (16.16%) Continuous Integration
4 127 (14.77%) Test Automation
5 126 (14.65%) Business Intelligence
6 112 (13.02%) Configuration Management
7 100 (11.63%) Network Virtualisation
8 91 (10.58%) Software Engineering
9 90 (10.47%) Microservices
9 90 (10.47%) Scrum
10 80 (9.30%) TDD
11 76 (8.84%) Problem-Solving
12 70 (8.14%) Front End Development
13 65 (7.56%) Project Management
14 63 (7.33%) Open Source
15 62 (7.21%) Load Balancing
15 62 (7.21%) Mentoring
16 61 (7.09%) Analytics
17 59 (6.86%) Continuous Delivery
17 59 (6.86%) ITIL
Programming Languages
1 367 (42.67%) SQL
2 349 (40.58%) Python
3 243 (28.26%) Java
4 161 (18.72%) JavaScript
5 126 (14.65%) Bash Shell
6 114 (13.26%) Ruby
7 93 (10.81%) Go
8 84 (9.77%) PHP
9 66 (7.67%) Scala
10 61 (7.09%) PowerShell
11 57 (6.63%) ES6
12 54 (6.28%) Shell Script
13 46 (5.35%) C#
14 41 (4.77%) Solidity
15 37 (4.30%) C++
16 33 (3.84%) PL/SQL
17 29 (3.37%) R
18 28 (3.26%) Perl
19 27 (3.14%) TypeScript
20 25 (2.91%) Elixir
Qualifications
1 73 (8.49%) Degree
2 52 (6.05%) AWS Certification
3 41 (4.77%) Security Cleared
4 36 (4.19%) Microsoft Certification
5 31 (3.60%) MCSA
6 30 (3.49%) Computer Science Degree
6 30 (3.49%) MCSE
7 19 (2.21%) SC Cleared
8 18 (2.09%) Master's Degree
9 10 (1.16%) Cisco Certification
10 7 (0.81%) DV Cleared
11 6 (0.70%) CCNA
12 5 (0.58%) ISEB
13 4 (0.47%) CCIE
13 4 (0.47%) CCNP
13 4 (0.47%) MBA
13 4 (0.47%) VCP6
13 4 (0.47%) VMware Certified Professional (VCP)
14 3 (0.35%) ITIL Certification
14 3 (0.35%) TOGAF Certification
Quality Assurance & Compliance
1 40 (4.65%) QA
2 10 (1.16%) GDPR
3 8 (0.93%) Data Quality
3 8 (0.93%) SLA
4 5 (0.58%) ISO/IEC 27001
5 4 (0.47%) MiFID
6 1 (0.12%) GPG13
System Software
1 270 (31.40%) Docker
2 170 (19.77%) Virtual Machines
3 150 (17.44%) Active Directory
4 53 (6.16%) VMware Infrastructure
5 21 (2.44%) Hyper-V
6 18 (2.09%) VMware ESXi
7 11 (1.28%) HDFS
7 11 (1.28%) VMware Server
8 10 (1.16%) Varnish
9 9 (1.05%) Apache Flume
10 8 (0.93%) Samba
11 4 (0.47%) Apache ZooKeeper
11 4 (0.47%) NFS
11 4 (0.47%) VMFS
11 4 (0.47%) VMware NSX
12 3 (0.35%) Virtual Servers
13 2 (0.23%) KVM
13 2 (0.23%) pfSense
13 2 (0.23%) vSphere
14 1 (0.12%) Xen
Systems Management
1 259 (30.12%) Ansible
2 166 (19.30%) Terraform
3 158 (18.37%) Kubernetes
4 153 (17.79%) Puppet
5 143 (16.63%) Opscode Chef
6 59 (6.86%) Docker Swarm
7 34 (3.95%) Nagios
8 28 (3.26%) Mesos
9 22 (2.56%) ZABBIX
10 20 (2.33%) Oozie
11 18 (2.09%) Rancher
12 17 (1.98%) Prometheus
13 16 (1.86%) Kibana
14 13 (1.51%) Salt
15 12 (1.40%) Packer
16 11 (1.28%) logstash
17 9 (1.05%) Single Sign-On
18 8 (0.93%) Host Intrusion Detection System
19 7 (0.81%) Grafana
19 7 (0.81%) vRealize Orchestrator
Vendors
1 105 (12.21%) New Relic
2 95 (11.05%) Trend Micro
3 75 (8.72%) VMware
4 73 (8.49%) Microsoft
5 52 (6.05%) Google
6 50 (5.81%) Oracle
7 46 (5.35%) Red Hat
8 29 (3.37%) Atlassian
9 27 (3.14%) Tableau
10 24 (2.79%) SaltStack
11 23 (2.67%) Cisco
12 22 (2.56%) Zend
13 17 (1.98%) Splunk
14 14 (1.63%) Talend
15 11 (1.28%) Apple
15 11 (1.28%) IBM
16 10 (1.16%) Adobe
16 10 (1.16%) Informatica
17 9 (1.05%) Dell
17 9 (1.05%) Salesforce.com