The following table provides summary statistics for permanent job vacancies advertised in London 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 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
England / London
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 481 521 534
Rank change year-on-year +40 +13  
Permanent jobs citing Amazon S3 106 130 113
As % of all permanent IT jobs advertised in London 0.31% 0.31% 0.26%
As % of the Cloud Services category 1.80% 2.33% 2.63%
Number of salaries quoted 83 113 93
Median salary £65,000 £70,000 £56,250
Median salary % change year-on-year -7.14% +24.44%  
90% offered a salary of more than £50,000 £45,000 £42,500
10% offered a salary of more than £85,000 £85,000 £79,000
UK excluding London median salary £45,000 £45,000 £45,000

Amazon S3 is in the cloud computing skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for cloud computing skills.

Cloud Computing Skills
London
Permanent job vacancies with a requirement for cloud computing skills 5888 5584 4298
As % of all permanent IT job vacancies advertised in London 17.38% 13.13% 10.03%
Number of salaries quoted 4914 4786 3480
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.34% +4.54%  
90% offered a salary of more than £37,500 £37,000 £35,000
10% offered a salary of more than £85,000 £75,000 £82,500
UK excluding London median salary £45,000 £45,000 £45,000

Amazon S3
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Amazon S3 as a proportion of all permanent or contract IT jobs with a match in the Cloud Services category.

Job vacancy trend for Amazon S3 in London

Amazon S3
Salary Trend in London

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

Salary trend for Amazon S3 in London

Amazon S3
Salary Histogram in London

The salary distribution of IT jobs citing Amazon S3 in London over the 3 months to 30 March 2017.

Salary histogram for Amazon S3 in London

Amazon S3
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon S3 within the London region over the 3 months to 30 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +31 16 £65,000 -18.75% 3
Surbiton +13 2 - - 1
Amazon S3
England

For the 6 months to 30 March 2017, IT jobs citing Amazon S3 also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Amazon S3.

1 202 (99.02%) Amazon AWS
2 149 (73.04%) Amazon EC2
3 113 (55.39%) Agile Software Development
4 104 (50.98%) Linux
5 95 (46.57%) Python
6 93 (45.59%) DevOps
7 76 (37.25%) Git (software)
8 73 (35.78%) Puppet
9 70 (34.31%) Jenkins
10 65 (31.86%) Ansible
11 64 (31.37%) Web Services
11 64 (31.37%) Java
12 62 (30.39%) Amazon RDS
13 61 (29.90%) Continuous Integration
14 59 (28.92%) Docker
15 58 (28.43%) Windows
16 54 (26.47%) Opscode Chef
17 52 (25.49%) AWS CloudFormation
18 51 (25.00%) Route 53
19 49 (24.02%) Bash Shell
20 48 (23.53%) Analytics
21 47 (23.04%) Amazon SQS
21 47 (23.04%) SQL
22 46 (22.55%) Elasticsearch
23 45 (22.06%) Apache
24 43 (21.08%) MySQL
25 42 (20.59%) JavaScript
25 42 (20.59%) JIRA
25 42 (20.59%) Microsoft Azure
25 42 (20.59%) TeamCity

Amazon S3
Co-occurring IT Skills in London 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 46 (22.55%) Elasticsearch
2 45 (22.06%) Apache
3 31 (15.20%) Apache Spark
4 29 (14.22%) Confluence
5 27 (13.24%) nginx
6 24 (11.76%) IIS
7 23 (11.27%) Tomcat
8 6 (2.94%) OpenStack
9 5 (2.45%) Apache Pig
10 4 (1.96%) MS Exchange
11 3 (1.47%) SharePoint
11 3 (1.47%) Skype for Business
11 3 (1.47%) WebSphere
12 2 (0.98%) Apache Solr
12 2 (0.98%) Jetty
12 2 (0.98%) Jupyter
12 2 (0.98%) WordPress
13 1 (0.49%) SAS
Applications
1 4 (1.96%) MS Excel
2 1 (0.49%) Autodesk Flame
2 1 (0.49%) EViews
2 1 (0.49%) Gephi
2 1 (0.49%) Houdini
2 1 (0.49%) Maya
2 1 (0.49%) NUKE
2 1 (0.49%) SPSS
2 1 (0.49%) Stata
Business Applications
1 1 (0.49%) Dynamics CRM
1 1 (0.49%) Magento
1 1 (0.49%) SAP ERP
Cloud Services
1 202 (99.02%) Amazon AWS
2 149 (73.04%) Amazon EC2
3 52 (25.49%) AWS CloudFormation
4 51 (25.00%) Route 53
5 47 (23.04%) Amazon SQS
6 42 (20.59%) Microsoft Azure
7 40 (19.61%) Virtual Private Cloud
8 39 (19.12%) Amazon CloudWatch
9 36 (17.65%) Amazon EMR
10 28 (13.73%) Amazon ELB
11 26 (12.75%) Amazon Kinesis
12 23 (11.27%) Azure Active Directory
13 20 (9.80%) AWS Elastic Beanstalk
14 18 (8.82%) CloudFront
15 15 (7.35%) GitHub
16 10 (4.90%) AWS Lambda
17 8 (3.92%) Google Cloud Platform
18 6 (2.94%) SaaS
19 5 (2.45%) AWS CloudTrail
20 4 (1.96%) Amazon ElastiCache
Communications & Networking
1 17 (8.33%) TCP/IP
2 15 (7.35%) Internet
3 14 (6.86%) LDAP
4 12 (5.88%) Kerberos
5 11 (5.39%) HTTP
6 10 (4.90%) DNS
7 9 (4.41%) Firewall
8 6 (2.94%) Intrusion Detection
9 5 (2.45%) FTP
9 5 (2.45%) VPN
10 4 (1.96%) SAN
10 4 (1.96%) VLAN
11 3 (1.47%) SSH
12 2 (0.98%) HTTPS
12 2 (0.98%) IPsec
12 2 (0.98%) LAN
12 2 (0.98%) OpenLDAP
12 2 (0.98%) SMTP
12 2 (0.98%) SSL
12 2 (0.98%) tcpdump
Database & Business Intelligence
1 62 (30.39%) Amazon RDS
2 43 (21.08%) MySQL
3 40 (19.61%) Big Data
4 33 (16.18%) Amazon DynamoDB
5 31 (15.20%) Amazon Redshift
5 31 (15.20%) NoSQL
6 29 (14.22%) MongoDB
7 25 (12.25%) Hadoop
8 23 (11.27%) PostgreSQL
9 20 (9.80%) SQL Server
10 13 (6.37%) Neo4j
11 12 (5.88%) Apache Hive
11 12 (5.88%) Data Warehouse
12 9 (4.41%) Apache Cassandra
13 7 (3.43%) Redis
14 5 (2.45%) Data Mining
14 5 (2.45%) Impala
14 5 (2.45%) Mahout
15 4 (1.96%) Informix
15 4 (1.96%) SQL Server Integration Services
Development Applications
1 76 (37.25%) Git (software)
2 70 (34.31%) Jenkins
3 42 (20.59%) JIRA
3 42 (20.59%) TeamCity
4 30 (14.71%) Atlassian Bamboo
5 23 (11.27%) Octopus Deploy
6 15 (7.35%) Vagrant
7 11 (5.39%) Maven
7 11 (5.39%) Subversion
8 10 (4.90%) Selenium
9 8 (3.92%) Artifactory
10 7 (3.43%) Bitbucket
11 6 (2.94%) Codeship
11 6 (2.94%) Gradle
12 5 (2.45%) Cucumber
12 5 (2.45%) Team Foundation Server
12 5 (2.45%) Yeoman
13 4 (1.96%) Eclipse
13 4 (1.96%) IntelliJ
13 4 (1.96%) JMeter
General
1 24 (11.76%) Finance
2 22 (10.78%) Retail
3 18 (8.82%) Games
3 18 (8.82%) Marketing
4 14 (6.86%) Telecoms
5 7 (3.43%) Law
5 7 (3.43%) Pharmaceutical
6 5 (2.45%) Banking
7 3 (1.47%) Manufacturing
8 2 (0.98%) Advertising
8 2 (0.98%) Music Industry
8 2 (0.98%) Publishing
9 1 (0.49%) Financial Institution
9 1 (0.49%) Multimedia
Job Titles
1 67 (32.84%) DevOps Engineer
2 50 (24.51%) AWS Engineer
3 37 (18.14%) AWS DevOps
4 34 (16.67%) Developer
5 19 (9.31%) Cloud Engineer
6 18 (8.82%) Linux Engineer
6 18 (8.82%) Software Engineer
7 15 (7.35%) Data Engineer
7 15 (7.35%) Linux/Unix DevOps
8 14 (6.86%) Administrator
8 14 (6.86%) Linux Administrator
9 12 (5.88%) Linux DevOps Engineer
9 12 (5.88%) Linux Systems Administrator
9 12 (5.88%) Senior DevOps
9 12 (5.88%) Senior DevOps Engineer
9 12 (5.88%) Systems Administrator
10 11 (5.39%) AWS Administrator
10 11 (5.39%) AWS Software Engineer
10 11 (5.39%) Systems Engineer
11 10 (4.90%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 64 (31.37%) Web Services
2 34 (16.67%) Node.js
3 25 (12.25%) Kafka
4 22 (10.78%) .NET
4 22 (10.78%) Elastic Stack
5 17 (8.33%) AngularJS
5 17 (8.33%) HTML
6 16 (7.84%) REST
6 16 (7.84%) RESTful
7 15 (7.35%) CSS
8 11 (5.39%) D3.js
8 11 (5.39%) LAMP
8 11 (5.39%) React
8 11 (5.39%) Scrapy
9 10 (4.90%) Flask
9 10 (4.90%) jQuery
10 9 (4.41%) GraphX
10 9 (4.41%) HTML5
11 8 (3.92%) Aurelia
11 8 (3.92%) scikit-learn
Miscellaneous
1 25 (12.25%) Computer Science
2 21 (10.29%) PKI
3 18 (8.82%) Analytical Skills
4 16 (7.84%) Data Structures
5 12 (5.88%) Fintech
6 11 (5.39%) Algorithms
7 9 (4.41%) Mobile App
8 6 (2.94%) Online Games
9 5 (2.45%) Online Gambling
9 5 (2.45%) Public Cloud
10 4 (1.96%) Linux Command Line
10 4 (1.96%) User Experience
11 3 (1.47%) Data Centre
11 3 (1.47%) Digital Media
11 3 (1.47%) Enterprise Software
11 3 (1.47%) Hybrid Cloud
11 3 (1.47%) Virtual Team
12 2 (0.98%) iSeries
12 2 (0.98%) Semantic Web
12 2 (0.98%) Social Media
Operating Systems
1 104 (50.98%) Linux
2 58 (28.43%) Windows
3 20 (9.80%) Unix
4 18 (8.82%) CentOS
5 15 (7.35%) Red Hat Enterprise Linux
6 14 (6.86%) Ubuntu
7 11 (5.39%) Windows Server
8 6 (2.94%) Debian
8 6 (2.94%) VMS
9 5 (2.45%) Android
9 5 (2.45%) Windows Server 2012
10 4 (1.96%) Apple iOS
11 3 (1.47%) Windows Server 2008
12 2 (0.98%) CoreOS
13 1 (0.49%) Fedora
Processes & Methodologies
1 113 (55.39%) Agile Software Development
2 93 (45.59%) DevOps
3 61 (29.90%) Continuous Integration
4 48 (23.53%) Analytics
5 41 (20.10%) Business Intelligence
6 37 (18.14%) Configuration Management
7 33 (16.18%) Open Source
8 29 (14.22%) Software Engineering
9 28 (13.73%) TDD
10 21 (10.29%) Performance Monitoring
10 21 (10.29%) Security Monitoring
11 19 (9.31%) Auto-Scaling
12 17 (8.33%) Data Analytics
12 17 (8.33%) E-Commerce
13 15 (7.35%) Automated Testing
14 14 (6.86%) Scrum
15 13 (6.37%) Load Balancing
15 13 (6.37%) Machine Learning
15 13 (6.37%) Unit Testing
15 13 (6.37%) Visualisation
Programming Languages
1 95 (46.57%) Python
2 64 (31.37%) Java
3 49 (24.02%) Bash Shell
4 47 (23.04%) SQL
5 42 (20.59%) JavaScript
6 41 (20.10%) Ruby
7 37 (18.14%) Scala
8 22 (10.78%) Perl
9 18 (8.82%) C#
10 17 (8.33%) C
11 15 (7.35%) PHP
12 12 (5.88%) Go
13 11 (5.39%) PowerShell
14 9 (4.41%) C++
14 9 (4.41%) R
15 8 (3.92%) ES6
16 7 (3.43%) Clojure
16 7 (3.43%) Cypher
17 5 (2.45%) AWK
17 5 (2.45%) VBA
Qualifications
1 23 (11.27%) Degree
2 22 (10.78%) AWS Certification
3 9 (4.41%) Security Cleared
4 6 (2.94%) PhD
5 4 (1.96%) DV Cleared
6 3 (1.47%) Microsoft Certification
7 2 (0.98%) EMCISA
7 2 (0.98%) MCITP
7 2 (0.98%) MCSA
7 2 (0.98%) MCSE
7 2 (0.98%) Postgraduate
7 2 (0.98%) VCAP
8 1 (0.49%) CISA
8 1 (0.49%) CISM
8 1 (0.49%) CISSP
8 1 (0.49%) MCSD
8 1 (0.49%) Oracle Certification
8 1 (0.49%) Sun Certification
Quality Assurance & Compliance
1 38 (18.63%) QA
2 3 (1.47%) GCP
3 2 (0.98%) ISO/IEC 27001
4 1 (0.49%) Data Quality
4 1 (0.49%) PCI DSS
4 1 (0.49%) Sarbanes-Oxley
System Software
1 59 (28.92%) Docker
2 28 (13.73%) Active Directory
3 25 (12.25%) Virtual Machines
4 21 (10.29%) VMware Infrastructure
5 7 (3.43%) VirtualBox
6 5 (2.45%) Shibboleth
7 4 (1.96%) LXC
7 4 (1.96%) Xen
8 3 (1.47%) Apache ZooKeeper
8 3 (1.47%) Hyper-V
8 3 (1.47%) Varnish
8 3 (1.47%) vSphere
9 2 (0.98%) KVM
9 2 (0.98%) VMware ESX
9 2 (0.98%) XenApp
9 2 (0.98%) XenDesktop
10 1 (0.49%) etcd
10 1 (0.49%) iptables
10 1 (0.49%) vCloud
10 1 (0.49%) XenServer
Systems Management
1 73 (35.78%) Puppet
2 65 (31.86%) Ansible
3 54 (26.47%) Opscode Chef
4 34 (16.67%) Terraform
5 20 (9.80%) Kibana
6 17 (8.33%) Kubernetes
7 12 (5.88%) logstash
7 12 (5.88%) Packer
7 12 (5.88%) SELinux
8 8 (3.92%) Nagios
9 7 (3.43%) Mesos
10 6 (2.94%) HAProxy
11 5 (2.45%) Grafana
11 5 (2.45%) Graphite
12 4 (1.96%) Salt
12 4 (1.96%) SCCM
12 4 (1.96%) WSUS
13 3 (1.47%) Cacti
13 3 (1.47%) Munin
14 2 (0.98%) ZABBIX
Vendors
1 26 (12.75%) New Relic
2 24 (11.76%) VMware
3 21 (10.29%) Atlassian
4 20 (9.80%) Red Hat
5 19 (9.31%) Trend Micro
6 15 (7.35%) Oracle
7 13 (6.37%) Google
8 9 (4.41%) Microsoft
8 9 (4.41%) SaltStack
9 7 (3.43%) Splunk
10 6 (2.94%) Netezza
11 5 (2.45%) Facebook
11 5 (2.45%) IBM
12 4 (1.96%) Cognizant
12 4 (1.96%) Demandware
12 4 (1.96%) Tableau
13 3 (1.47%) Cisco
13 3 (1.47%) Dell
13 3 (1.47%) Salesforce.com
13 3 (1.47%) SAP
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