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

Amazon Simple Storage Service (S3)
UK > England
6 months to
23 Jul 2018
Same period 2017 Same period 2016
Rank 499 709 779
Rank change year-on-year +210 +70 +194
Permanent jobs citing Amazon S3 903 509 502
As % of all permanent IT jobs advertised in England 0.56% 0.30% 0.26%
As % of the Cloud Services category 2.41% 1.80% 2.18%
Number of salaries quoted 788 410 447
England median annual salary £65,000 £55,000 £57,500
Median salary % change year-on-year +18.18% -4.35% +9.52%
10th Percentile £40,000 £33,000 £37,500
90th Percentile £93,750 £87,500 £89,250
UK median annual salary £65,000 £55,000 £57,500
% change year-on-year +18.18% -4.35% +11.65%

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 37,422 28,290 23,033
As % of all permanent IT jobs advertised in England 23.13% 16.93% 12.09%
Number of salaries quoted 30,667 23,474 19,550
England median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +5.26%
10th Percentile £30,000 £28,500 £28,250
90th Percentile £85,000 £80,000 £78,750
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 July 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 July 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 +184 560 £70,000 +6.46% 80
North of England +87 119 £57,500 +15.00% 30
South East -3 90 £62,500 +19.05% 21
North West +56 80 £58,750 +25.67% 7
South West +34 64 £50,000 +5.26% 11
Midlands +20 46 £52,500 +45.83% 16
Yorkshire +54 34 £50,000 -13.04% 19
East of England +12 29 £72,500 +31.82% 10
East Midlands +24 24 £40,000 - 7
West Midlands +10 21 £57,500 +59.72% 9
North East -21 5 £65,000 +74.50% 4
Amazon S3
UK

For the 6 months to 23 July 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.

1 894 (99.00%) Amazon AWS
2 649 (71.87%) Amazon EC2
3 496 (54.93%) Linux
4 439 (48.62%) DevOps
5 372 (41.20%) Agile Software Development
6 360 (39.87%) SQL
7 345 (38.21%) Python
8 340 (37.65%) Amazon RDS
9 309 (34.22%) Git (software)
10 303 (33.55%) Docker
11 275 (30.45%) Microsoft Azure
12 257 (28.46%) Jenkins
13 247 (27.35%) Ansible
14 244 (27.02%) Java
15 213 (23.59%) AWS CloudFormation
16 204 (22.59%) Serverless
17 202 (22.37%) AWS Lambda
18 201 (22.26%) Amazon CloudWatch
18 201 (22.26%) MySQL
19 190 (21.04%) Kubernetes
20 180 (19.93%) Windows
20 180 (19.93%) Continuous Integration
21 177 (19.60%) Finance
22 176 (19.49%) Web Services
23 165 (18.27%) NoSQL
24 164 (18.16%) PostgreSQL
25 160 (17.72%) Amazon SQS
26 157 (17.39%) Puppet
27 154 (17.05%) Node.js
28 153 (16.94%) JavaScript

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
1 120 (13.29%) Apache Spark
2 107 (11.85%) IIS
3 106 (11.74%) Confluence
4 71 (7.86%) Elasticsearch
5 65 (7.20%) Apache
6 55 (6.09%) Ethereum
7 44 (4.87%) SAS
8 39 (4.32%) Drupal
9 37 (4.10%) Tomcat
10 36 (3.99%) nginx
11 22 (2.44%) Apache Pig
12 18 (1.99%) OpenStack
12 18 (1.99%) WordPress
13 17 (1.88%) Adobe Experience Manager
14 14 (1.55%) Moodle
15 12 (1.33%) CMS
16 11 (1.22%) MS Exchange
17 10 (1.11%) Apache Solr
18 8 (0.89%) WildFly
19 7 (0.78%) ExpressionEngine
Applications
1 7 (0.78%) Microsoft Office
2 4 (0.44%) Chatbot
3 2 (0.22%) Microsoft Excel
Business Applications
1 22 (2.44%) Magento
2 19 (2.10%) Distributed Ledger
3 6 (0.66%) SAP Hybris
4 4 (0.44%) Remedy ITSM
5 2 (0.22%) NetSuite
6 1 (0.11%) Siebel CRM
Cloud Services
1 894 (99.00%) Amazon AWS
2 649 (71.87%) Amazon EC2
3 275 (30.45%) Microsoft Azure
4 213 (23.59%) AWS CloudFormation
5 204 (22.59%) Serverless
6 202 (22.37%) AWS Lambda
7 201 (22.26%) Amazon CloudWatch
8 160 (17.72%) Amazon SQS
9 151 (16.72%) Virtual Private Cloud
10 136 (15.06%) Amazon ELB
11 99 (10.96%) Azure Active Directory
11 99 (10.96%) GitHub
12 98 (10.85%) Route 53
13 93 (10.30%) Cloud Computing
14 86 (9.52%) CloudFront
15 83 (9.19%) AWS Elastic Beanstalk
16 79 (8.75%) Amazon EMR
17 72 (7.97%) Amazon Kinesis
18 59 (6.53%) Google Cloud Platform
19 50 (5.54%) Amazon ElastiCache
Communications & Networking
1 59 (6.53%) DNS
2 36 (3.99%) VPN
3 35 (3.88%) TCP/IP
4 28 (3.10%) Network Security
5 25 (2.77%) Firewall
5 25 (2.77%) HTTP
6 23 (2.55%) WAN
7 22 (2.44%) DHCP
7 22 (2.44%) SSL
8 21 (2.33%) LAN
9 15 (1.66%) SMS
10 13 (1.44%) SAN
11 7 (0.78%) FCoE
11 7 (0.78%) Fibre Channel
11 7 (0.78%) iSCSI
11 7 (0.78%) Kerberos
11 7 (0.78%) NAS
12 6 (0.66%) BGP
12 6 (0.66%) Internet
13 5 (0.55%) IPsec
Database & Business Intelligence
1 340 (37.65%) Amazon RDS
2 201 (22.26%) MySQL
3 165 (18.27%) NoSQL
4 164 (18.16%) PostgreSQL
5 136 (15.06%) Big Data
6 135 (14.95%) Amazon DynamoDB
7 124 (13.73%) Redis
8 117 (12.96%) Hadoop
9 113 (12.51%) Amazon Redshift
10 82 (9.08%) SQL Server
11 80 (8.86%) MongoDB
12 66 (7.31%) Blockchain
13 63 (6.98%) Relational Database
14 39 (4.32%) Data Warehouse
15 38 (4.21%) Apache Hive
16 37 (4.10%) Apache Cassandra
17 28 (3.10%) Amazon Aurora
18 27 (2.99%) Impala
18 27 (2.99%) Sqoop
19 26 (2.88%) HBase
Development Applications
1 309 (34.22%) Git (software)
2 257 (28.46%) Jenkins
3 149 (16.50%) TeamCity
4 142 (15.73%) JIRA
5 135 (14.95%) Octopus Deploy
6 120 (13.29%) Atlassian Bamboo
7 67 (7.42%) Mocha
8 31 (3.43%) Selenium
9 29 (3.21%) Bitbucket
10 26 (2.88%) Maven
11 23 (2.55%) Subversion
12 20 (2.21%) JMeter
13 14 (1.55%) Gatling
13 14 (1.55%) Liquibase
14 13 (1.44%) gulp
15 12 (1.33%) GitLab
15 12 (1.33%) Grunt
15 12 (1.33%) Jasmine
15 12 (1.33%) Karma Test Runner
16 11 (1.22%) git-flow
General
1 177 (19.60%) Finance
2 84 (9.30%) Banking
3 73 (8.08%) Telecoms
4 34 (3.77%) Retail
5 30 (3.32%) Advertising
6 27 (2.99%) Marketing
7 26 (2.88%) Games
8 14 (1.55%) Legal
9 12 (1.33%) Back Office
10 6 (0.66%) Pharmaceutical
11 3 (0.33%) Military
11 3 (0.33%) Music Industry
12 2 (0.22%) Automotive
12 2 (0.22%) Publishing
13 1 (0.11%) Digital Economy
13 1 (0.11%) Investment Banking
13 1 (0.11%) Law
Job Titles
1 302 (33.44%) Developer
2 211 (23.37%) DevOps Engineer
3 132 (14.62%) AWS Engineer
4 75 (8.31%) Software Engineer
5 70 (7.75%) Architect
6 66 (7.31%) AWS DevOps
7 62 (6.87%) Linux Engineer
8 61 (6.76%) Senior Developer
9 56 (6.20%) Java Developer
10 54 (5.98%) AWS DevOps Engineer
11 53 (5.87%) Cloud Engineer
12 52 (5.76%) Backend Developer
13 49 (5.43%) Developer/Software Engineer
14 46 (5.09%) Cloud Architect
15 45 (4.98%) Blockchain Developer
16 44 (4.87%) Senior DevOps
17 42 (4.65%) Senior DevOps Engineer
18 40 (4.43%) .NET Developer
18 40 (4.43%) Java Engineer
19 39 (4.32%) Node.js Developer
Libraries, Frameworks & Software Standards
1 176 (19.49%) Web Services
2 154 (17.05%) Node.js
3 131 (14.51%) CSS
4 122 (13.51%) AngularJS
5 118 (13.07%) HTML
6 88 (9.75%) Kafka
7 86 (9.52%) .NET
8 81 (8.97%) Jest
9 73 (8.08%) JSON
9 73 (8.08%) REST
10 70 (7.75%) React
11 65 (7.20%) Chai
12 60 (6.64%) RESTful
13 58 (6.42%) Enzyme
14 56 (6.20%) Smart Contracts
15 55 (6.09%) Truffle
15 55 (6.09%) web3js
16 51 (5.65%) LAMP
17 45 (4.98%) D3.js
18 41 (4.54%) XML
Miscellaneous
1 87 (9.63%) Computer Science
2 84 (9.30%) Private Cloud
3 55 (6.09%) Bitcoin
4 49 (5.43%) Analytical Skills
5 38 (4.21%) Fintech
6 35 (3.88%) Algorithms
7 28 (3.10%) Self-Motivation
8 26 (2.88%) Linux Command Line
9 21 (2.33%) Public Cloud
10 20 (2.21%) Data Centre
11 17 (1.88%) Replication
12 16 (1.77%) User Experience
13 14 (1.55%) Mobile App
14 12 (1.33%) Cloud Native
14 12 (1.33%) Greenfield Project
15 10 (1.11%) Clustering
15 10 (1.11%) Data Structures
16 7 (0.78%) iPad
16 7 (0.78%) Life Science
16 7 (0.78%) Management Information System
Operating Systems
1 496 (54.93%) Linux
2 180 (19.93%) Windows
3 80 (8.86%) CentOS
4 63 (6.98%) Red Hat Enterprise Linux
5 58 (6.42%) VMS
6 50 (5.54%) Unix
7 38 (4.21%) Android
8 30 (3.32%) Ubuntu
9 26 (2.88%) Windows Server
10 14 (1.55%) CoreOS
11 12 (1.33%) Apple iOS
11 12 (1.33%) Debian
12 7 (0.78%) Amazon Linux
12 7 (0.78%) DC/OS
13 6 (0.66%) Solaris
13 6 (0.66%) Windows 10
14 5 (0.55%) Windows Server 2008
15 4 (0.44%) Oracle Linux
15 4 (0.44%) Windows Server 2012
16 3 (0.33%) Windows 8
Processes & Methodologies
1 439 (48.62%) DevOps
2 372 (41.20%) Agile Software Development
3 180 (19.93%) Continuous Integration
4 151 (16.72%) Software Engineering
5 127 (14.06%) Test Automation
6 126 (13.95%) Business Intelligence
7 121 (13.40%) Analytics
8 116 (12.85%) Microservices
9 106 (11.74%) Front End Development
10 102 (11.30%) Configuration Management
11 99 (10.96%) Continuous Deployment
12 91 (10.08%) Network Virtualisation
12 91 (10.08%) TDD
13 86 (9.52%) Open Source
14 84 (9.30%) Machine Learning
15 73 (8.08%) Continuous Delivery
16 68 (7.53%) Scrum
17 66 (7.31%) API Development
18 63 (6.98%) Data Science
19 61 (6.76%) Mentoring
Programming Languages
1 360 (39.87%) SQL
2 345 (38.21%) Python
3 244 (27.02%) Java
4 153 (16.94%) JavaScript
5 127 (14.06%) Bash Shell
6 104 (11.52%) Scala
7 96 (10.63%) PHP
8 88 (9.75%) Ruby
9 72 (7.97%) ES6
10 70 (7.75%) C#
11 66 (7.31%) Go
12 59 (6.53%) R
13 56 (6.20%) PowerShell
13 56 (6.20%) Solidity
14 41 (4.54%) C++
15 34 (3.77%) TypeScript
16 31 (3.43%) Shell Script
17 30 (3.32%) Perl
18 17 (1.88%) T-SQL
19 15 (1.66%) C
Qualifications
1 100 (11.07%) Degree
2 56 (6.20%) AWS Certification
3 42 (4.65%) Computer Science Degree
4 24 (2.66%) Security Cleared
5 19 (2.10%) Master's Degree
6 16 (1.77%) SC Cleared
7 13 (1.44%) MCSA
7 13 (1.44%) Microsoft Certification
7 13 (1.44%) Sun Certification
8 11 (1.22%) MCSE
9 9 (1.00%) Cisco Certification
10 8 (0.89%) CCNA
11 4 (0.44%) Numerate Degree
12 2 (0.22%) DV Cleared
12 2 (0.22%) RHCE
13 1 (0.11%) A+ Certification
13 1 (0.11%) CCIE
13 1 (0.11%) CCNP
13 1 (0.11%) ITIL Certification
13 1 (0.11%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 60 (6.64%) QA
2 11 (1.22%) GDPR
3 7 (0.78%) SLA
4 5 (0.55%) GCP
5 3 (0.33%) ISO/IEC 27001
5 3 (0.33%) PCI DSS
6 2 (0.22%) Data Quality
7 1 (0.11%) GPG13
System Software
1 303 (33.55%) Docker
2 150 (16.61%) Virtual Machines
3 113 (12.51%) Active Directory
4 39 (4.32%) HDFS
5 29 (3.21%) VMware Infrastructure
6 23 (2.55%) Apache Flume
7 19 (2.10%) VMware ESXi
8 9 (1.00%) Hyper-V
8 9 (1.00%) Varnish
8 9 (1.00%) VMware Server
9 8 (0.89%) Samba
9 8 (0.89%) XenServer
10 7 (0.78%) Apache ZooKeeper
11 5 (0.55%) pfSense
12 4 (0.44%) FreeRADIUS
13 3 (0.33%) vSphere
14 2 (0.22%) iptables
14 2 (0.22%) vCloud
15 1 (0.11%) LXC
15 1 (0.11%) Virtual Servers
Systems Management
1 247 (27.35%) Ansible
2 190 (21.04%) Kubernetes
3 157 (17.39%) Puppet
4 150 (16.61%) Terraform
5 127 (14.06%) Opscode Chef
6 66 (7.31%) Docker Swarm
7 41 (4.54%) Nagios
8 39 (4.32%) Oozie
9 20 (2.21%) Prometheus
10 18 (1.99%) Kibana
11 15 (1.66%) ZABBIX
12 14 (1.55%) Check_MK
13 13 (1.44%) Packer
14 10 (1.11%) logstash
15 8 (0.89%) Capistrano
15 8 (0.89%) Mesos
15 8 (0.89%) SELinux
16 7 (0.78%) Salt
16 7 (0.78%) vRealize Orchestrator
17 6 (0.66%) Xymon
Vendors
1 114 (12.62%) New Relic
2 86 (9.52%) Trend Micro
3 84 (9.30%) Google
4 69 (7.64%) Red Hat
5 58 (6.42%) Oracle
6 53 (5.87%) VMware
7 41 (4.54%) Microsoft
8 34 (3.77%) Tableau
9 29 (3.21%) Atlassian
10 25 (2.77%) Adobe
11 24 (2.66%) Splunk
11 24 (2.66%) Talend
12 21 (2.33%) SAP
13 20 (2.21%) Salesforce.com
14 19 (2.10%) PagerDuty
14 19 (2.10%) SaltStack
15 17 (1.88%) Cisco
16 13 (1.44%) Cloudera
17 12 (1.33%) ServiceNow
18 11 (1.22%) Zend