Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > England
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 673 746 994
Rank change year-on-year +73 +248 -15
Permanent jobs citing Amazon S3 517 467 273
As % of all permanent IT jobs advertised in England 0.31% 0.26% 0.13%
As % of the Cloud Services category 1.65% 2.00% 1.40%
Number of salaries quoted 411 408 245
England median annual salary £62,500 £57,500 £55,000
Median salary % change year-on-year +8.70% +4.55% +22.22%
10th Percentile £40,000 £38,750 £35,250
90th Percentile £90,000 £86,250 £85,000
UK median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% +22.22%

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 31399 23329 19435
As % of all permanent IT jobs advertised in England 18.79% 13.10% 9.45%
Number of salaries quoted 26101 19784 16274
England median annual salary £52,500 £51,500 £50,000
Median salary % change year-on-year +1.94% +3.00% +5.26%
10th Percentile £27,500 £28,500 £27,500
90th Percentile £81,250 £80,000 £78,750
UK median annual salary £51,500 £50,000 £49,500
% change year-on-year +3.00% +1.01% +4.21%

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 19 November 2017.

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 19 November 2017. 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 +15 296 £70,000 +7.69% 30
South East +91 77 £57,500 +4.55% 3
South West +61 49 £45,000 -18.18% 3
North of England -33 44 £57,500 +35.29% 2
Midlands +57 28 £60,000 +20.00%
North West -29 23 £35,000 -17.65% 1
East of England +11 22 £55,000 +15.79% 6
West Midlands +32 18 £40,000 -20.00%
Yorkshire +11 14 £58,750 +17.50% 1
East Midlands +40 10 £65,000 +52.94%
North East +13 7 £65,000 +73.33%
Amazon S3
UK

For the 6 months to 19 November 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 England region with a requirement for Amazon S3.

1 502 (97.10%) Amazon AWS
2 346 (66.92%) Amazon EC2
3 254 (49.13%) Linux
4 219 (42.36%) DevOps
5 195 (37.72%) Python
6 193 (37.33%) Docker
7 172 (33.27%) Amazon RDS
8 162 (31.33%) Java
9 155 (29.98%) Agile Software Development
9 155 (29.98%) AWS CloudFormation
10 150 (29.01%) Serverless
11 146 (28.24%) Puppet
12 140 (27.08%) Terraform
13 135 (26.11%) Web Services
14 132 (25.53%) Git (software)
15 128 (24.76%) AWS Lambda
16 127 (24.56%) Opscode Chef
17 124 (23.98%) Jenkins
18 119 (23.02%) Ansible
19 117 (22.63%) JavaScript
20 111 (21.47%) SQL
21 107 (20.70%) Node.js
22 99 (19.15%) Virtual Private Cloud
23 96 (18.57%) Ruby
24 95 (18.38%) Amazon SQS
25 94 (18.18%) NoSQL
26 93 (17.99%) MySQL
27 92 (17.79%) Bash Shell
28 91 (17.60%) Elasticsearch
29 89 (17.21%) TDD

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 91 (17.60%) Elasticsearch
2 57 (11.03%) Apache
3 52 (10.06%) Apache Spark
4 28 (5.42%) IIS
5 27 (5.22%) nginx
6 24 (4.64%) Confluence
7 17 (3.29%) CMS
8 14 (2.71%) Drupal
9 11 (2.13%) WebSphere
10 10 (1.93%) Tomcat
11 8 (1.55%) Apache Solr
11 8 (1.55%) SAS
12 7 (1.35%) Jetty
13 5 (0.97%) Exchange Server 2013
13 5 (0.97%) MS Exchange
13 5 (0.97%) OpenStack
14 3 (0.58%) JBoss
14 3 (0.58%) Oracle SOA Suite
14 3 (0.58%) WordPress
15 2 (0.39%) Moodle
Applications
1 1 (0.19%) Chatbot
1 1 (0.19%) HipChat
1 1 (0.19%) Microsoft Office
Business Applications
1 4 (0.77%) Magento
2 2 (0.39%) Payment Gateway
2 2 (0.39%) SAP Hybris
Cloud Services
1 502 (97.10%) Amazon AWS
2 346 (66.92%) Amazon EC2
3 155 (29.98%) AWS CloudFormation
4 150 (29.01%) Serverless
5 128 (24.76%) AWS Lambda
6 99 (19.15%) Virtual Private Cloud
7 95 (18.38%) Amazon SQS
8 78 (15.09%) Route 53
9 67 (12.96%) Microsoft Azure
10 66 (12.77%) Amazon ELB
10 66 (12.77%) AWS Elastic Beanstalk
11 57 (11.03%) Amazon CloudWatch
12 51 (9.86%) CloudFront
13 49 (9.48%) GitHub
14 39 (7.54%) Amazon Kinesis
15 30 (5.80%) Amazon ElastiCache
16 23 (4.45%) SaaS
17 19 (3.68%) Amazon EMR
17 19 (3.68%) AWS CloudTrail
18 18 (3.48%) Amazon Glacier
Communications & Networking
1 64 (12.38%) Firewall
2 57 (11.03%) VPN
3 43 (8.32%) DNS
4 32 (6.19%) HTTP
5 30 (5.80%) TCP/IP
6 24 (4.64%) DHCP
7 20 (3.87%) SSL
8 17 (3.29%) VLAN
9 16 (3.09%) LAN
10 15 (2.90%) FTP
10 15 (2.90%) SNMP
11 14 (2.71%) Internet
12 12 (2.32%) SAN
13 11 (2.13%) Network Security
14 10 (1.93%) VoIP
14 10 (1.93%) WAN
15 5 (0.97%) Wireshark
16 4 (0.77%) Wi-Fi
17 3 (0.58%) IPsec
17 3 (0.58%) SSH
Database & Business Intelligence
1 172 (33.27%) Amazon RDS
2 94 (18.18%) NoSQL
3 93 (17.99%) MySQL
4 85 (16.44%) Amazon DynamoDB
5 65 (12.57%) MongoDB
6 57 (11.03%) Big Data
7 54 (10.44%) Amazon Redshift
8 53 (10.25%) SQL Server
9 49 (9.48%) Hadoop
10 48 (9.28%) PostgreSQL
11 31 (6.00%) Relational Database
12 24 (4.64%) Apache Cassandra
13 17 (3.29%) Data Warehouse
14 14 (2.71%) Data Lake
14 14 (2.71%) Data Mining
15 13 (2.51%) DB2
15 13 (2.51%) Redis
16 11 (2.13%) Apache Hive
17 10 (1.93%) Amazon Aurora
18 8 (1.55%) Neo4j
Development Applications
1 132 (25.53%) Git (software)
2 124 (23.98%) Jenkins
3 62 (11.99%) Atlassian Bamboo
4 53 (10.25%) TeamCity
5 47 (9.09%) JIRA
6 27 (5.22%) Maven
7 23 (4.45%) Hudson
8 20 (3.87%) gulp
8 20 (3.87%) Sonatype Nexus
9 17 (3.29%) Ant
10 16 (3.09%) Gradle
10 16 (3.09%) PHPUnit
11 15 (2.90%) Octopus Deploy
12 14 (2.71%) JUnit
13 13 (2.51%) Selenium
13 13 (2.51%) Toad
14 12 (2.32%) webpack
15 11 (2.13%) Bitbucket
15 11 (2.13%) Protractor
15 11 (2.13%) Travis CI
General
1 53 (10.25%) Finance
2 45 (8.70%) Telecoms
3 25 (4.84%) Retail
4 18 (3.48%) Games
5 16 (3.09%) Advertising
6 15 (2.90%) Banking
6 15 (2.90%) Pharmaceutical
7 12 (2.32%) Manufacturing
7 12 (2.32%) Marketing
8 11 (2.13%) Electronics
9 7 (1.35%) Law
10 6 (1.16%) Financial Institution
11 5 (0.97%) Music Industry
11 5 (0.97%) Publishing
12 4 (0.77%) Digital Economy
13 3 (0.58%) Legal
14 1 (0.19%) Back Office
14 1 (0.19%) Billing
14 1 (0.19%) Investment Banking
Job Titles
1 137 (26.50%) Developer
2 122 (23.60%) DevOps Engineer
3 81 (15.67%) AWS DevOps
4 78 (15.09%) AWS Engineer
5 63 (12.19%) Senior Developer
6 50 (9.67%) AWS DevOps Engineer
7 48 (9.28%) Cloud Engineer
8 39 (7.54%) Consultant
9 37 (7.16%) PHP Developer
10 36 (6.96%) Architect
11 30 (5.80%) AWS Developer
11 30 (5.80%) Data Engineer
12 26 (5.03%) DevOps Consultant
12 26 (5.03%) Lead Developer
12 26 (5.03%) Software Engineer
13 24 (4.64%) Full Stack Developer
14 23 (4.45%) AWS Consultant
15 22 (4.26%) Administrator
15 22 (4.26%) Linux Engineer
15 22 (4.26%) Node.js Developer
Libraries, Frameworks & Software Standards
1 135 (26.11%) Web Services
2 107 (20.70%) Node.js
3 88 (17.02%) HTML
4 77 (14.89%) CSS
5 61 (11.80%) AngularJS
6 58 (11.22%) HTML5
7 51 (9.86%) .NET
8 46 (8.90%) Elastic Stack
9 45 (8.70%) LAMP
10 44 (8.51%) React
11 43 (8.32%) REST
12 34 (6.58%) Laravel
13 32 (6.19%) Kafka
14 31 (6.00%) XML
15 29 (5.61%) JSON
15 29 (5.61%) Spring
16 27 (5.22%) .NET Core
17 26 (5.03%) Aurelia
17 26 (5.03%) Lambda Expressions
18 24 (4.64%) RESTful
Miscellaneous
1 40 (7.74%) Computer Science
2 33 (6.38%) Analytical Skills
3 24 (4.64%) Fintech
4 22 (4.26%) Algorithms
5 18 (3.48%) Public Cloud
6 15 (2.90%) Management Information System
7 13 (2.51%) BBC
7 13 (2.51%) User Experience
8 12 (2.32%) Mobile App
9 11 (2.13%) STB
10 10 (1.93%) Data Centre
10 10 (1.93%) Virtual Team
10 10 (1.93%) W3C
11 9 (1.74%) iSeries
11 9 (1.74%) PMI
12 8 (1.55%) Derivative
12 8 (1.55%) Greenfield Project
12 8 (1.55%) Linux Command Line
12 8 (1.55%) PKI
13 6 (1.16%) Hedge funds
Operating Systems
1 254 (49.13%) Linux
2 67 (12.96%) Windows
3 51 (9.86%) Red Hat Enterprise Linux
4 42 (8.12%) CentOS
5 34 (6.58%) Unix
6 29 (5.61%) Android
7 26 (5.03%) Apple iOS
8 21 (4.06%) Ubuntu
9 20 (3.87%) Windows Server
10 14 (2.71%) Windows Server 2012
11 9 (1.74%) Windows Server 2008
12 8 (1.55%) Oracle Linux
13 6 (1.16%) CoreOS
13 6 (1.16%) Windows 8
14 4 (0.77%) Debian
14 4 (0.77%) Windows 7
15 3 (0.58%) VMS
16 2 (0.39%) Windows 10
16 2 (0.39%) Windows Server 2003
16 2 (0.39%) Windows Vista
Processes & Methodologies
1 219 (42.36%) DevOps
2 155 (29.98%) Agile Software Development
3 89 (17.21%) TDD
4 83 (16.05%) Configuration Management
4 83 (16.05%) Continuous Integration
5 58 (11.22%) Microservices
6 54 (10.44%) Unit Testing
7 48 (9.28%) Auto-Scaling
8 43 (8.32%) Machine Learning
9 42 (8.12%) Software Engineering
10 41 (7.93%) Open Source
11 37 (7.16%) Analytics
12 36 (6.96%) Business Intelligence
12 36 (6.96%) Scrum
12 36 (6.96%) Test Automation
13 33 (6.38%) E-Commerce
13 33 (6.38%) Product Management
14 31 (6.00%) Continuous Delivery
15 30 (5.80%) OO
16 29 (5.61%) ITIL
Programming Languages
1 195 (37.72%) Python
2 162 (31.33%) Java
3 117 (22.63%) JavaScript
4 111 (21.47%) SQL
5 96 (18.57%) Ruby
6 92 (17.79%) Bash Shell
7 86 (16.63%) PHP
8 56 (10.83%) Scala
9 54 (10.44%) C#
10 48 (9.28%) PowerShell
11 39 (7.54%) Perl
12 32 (6.19%) ES6
13 30 (5.80%) R
14 29 (5.61%) Shell Script
15 27 (5.22%) Go
16 18 (3.48%) Clojure
17 17 (3.29%) C
18 14 (2.71%) C++
18 14 (2.71%) Jython
19 12 (2.32%) TypeScript
Qualifications
1 63 (12.19%) Degree
2 35 (6.77%) SC Cleared
2 35 (6.77%) Security Cleared
3 24 (4.64%) Computer Science Degree
4 20 (3.87%) AWS Certification
5 10 (1.93%) RHCE
6 9 (1.74%) PMI Certification
6 9 (1.74%) PMP
7 8 (1.55%) DV Cleared
7 8 (1.55%) RHCSA
8 6 (1.16%) ITIL Certification
9 5 (0.97%) Microsoft Certification
10 2 (0.39%) CESG Certified Professional
10 2 (0.39%) PhD
11 1 (0.19%) Master's Degree
Quality Assurance & Compliance
1 23 (4.45%) QA
2 10 (1.93%) WAI
3 9 (1.74%) ISO 9001
4 8 (1.55%) PCI DSS
5 4 (0.77%) ISO/IEC 27001
6 1 (0.19%) SLA
System Software
1 193 (37.33%) Docker
2 31 (6.00%) Active Directory
3 21 (4.06%) Virtual Machines
4 18 (3.48%) VMware Infrastructure
5 8 (1.55%) NFS
5 8 (1.55%) Samba
6 5 (0.97%) HDFS
7 4 (0.77%) Hyper-V
8 3 (0.58%) VirtualBox
9 2 (0.39%) Apache Flume
9 2 (0.39%) GlusterFS
9 2 (0.39%) Shibboleth
9 2 (0.39%) Varnish
9 2 (0.39%) vSphere
10 1 (0.19%) Apache ZooKeeper
10 1 (0.19%) KVM
10 1 (0.19%) LXC
10 1 (0.19%) VMware ESXi
Systems Management
1 146 (28.24%) Puppet
2 140 (27.08%) Terraform
3 127 (24.56%) Opscode Chef
4 119 (23.02%) Ansible
5 67 (12.96%) Kubernetes
6 56 (10.83%) Packer
7 35 (6.77%) Kibana
8 33 (6.38%) logstash
9 28 (5.42%) Docker Swarm
10 25 (4.84%) Mesos
11 20 (3.87%) Nagios
12 15 (2.90%) Consul
13 11 (2.13%) Marathon
14 10 (1.93%) SCOM
15 9 (1.74%) SCCM
16 7 (1.35%) Salt
17 5 (0.97%) CFEngine
17 5 (0.97%) Grafana
18 3 (0.58%) HAProxy
18 3 (0.58%) Prometheus
Vendors
1 46 (8.90%) Oracle
2 44 (8.51%) Microsoft
3 41 (7.93%) Red Hat
4 22 (4.26%) VMware
5 21 (4.06%) New Relic
6 12 (2.32%) Google
7 11 (2.13%) Arqiva
7 11 (2.13%) BT
8 10 (1.93%) Atlassian
8 10 (1.93%) Mercator
9 9 (1.74%) SAP
9 9 (1.74%) Splunk
10 8 (1.55%) Cisco
10 8 (1.55%) HP
10 8 (1.55%) Scality
10 8 (1.55%) Twitter
11 6 (1.16%) Cloudera
11 6 (1.16%) EMC
11 6 (1.16%) NetApp
11 6 (1.16%) Tableau