Period
to 16 January 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 16 January 2018 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > England
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 643 774 939
Rank change year-on-year +131 +165 +20
Permanent jobs citing Amazon S3 558 392 310
As % of all permanent IT jobs advertised in England 0.34% 0.24% 0.16%
As % of the Cloud Services category 1.74% 1.74% 1.59%
Number of salaries quoted 456 322 274
England median annual salary £65,000 £56,000 £54,500
Median salary % change year-on-year +16.07% +2.75% +21.11%
10th Percentile £40,000 £35,125 £37,650
90th Percentile £90,000 £85,000 £85,000
UK median annual salary £65,000 £55,000 £52,500
% change year-on-year +18.18% +4.76% +16.67%

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 32,150 22,561 19,453
As % of all permanent IT jobs advertised in England 19.80% 13.54% 9.99%
Number of salaries quoted 26,923 19,013 16,514
England median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £28,000 £28,500 £27,500
90th Percentile £82,500 £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 16 January 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 16 January 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 +75 319 £70,000 +7.69% 95
South East +65 78 £56,250 +4.17% 6
South West +57 62 £41,250 -25.00% 12
North of England -19 38 £65,000 +52.94% 8
Midlands +38 30 £63,750 +50.00% 17
East of England +3 30 £61,250 +28.95% 13
North West -40 21 £55,000 +29.41% 6
West Midlands +19 19 £50,000 - 13
East Midlands +27 11 £65,000 +52.94% 4
Yorkshire +35 10 £65,000 +30.00% 2
North East -13 7 £65,000 +73.33%
Amazon S3
UK

For the 6 months to 16 January 2018, 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.

1 535 (95.88%) Amazon AWS
2 355 (63.62%) Amazon EC2
3 256 (45.88%) Linux
4 217 (38.89%) DevOps
5 201 (36.02%) Python
6 196 (35.13%) Docker
7 184 (32.97%) Java
8 168 (30.11%) Amazon RDS
9 166 (29.75%) Agile Software Development
10 153 (27.42%) AWS CloudFormation
11 151 (27.06%) Terraform
11 151 (27.06%) Puppet
12 144 (25.81%) SQL
13 140 (25.09%) Serverless
14 134 (24.01%) Jenkins
14 134 (24.01%) JavaScript
15 126 (22.58%) Web Services
15 126 (22.58%) Git (software)
16 120 (21.51%) MySQL
17 118 (21.15%) Node.js
18 117 (20.97%) Ansible
19 116 (20.79%) Opscode Chef
20 115 (20.61%) AWS Lambda
21 113 (20.25%) Elasticsearch
22 104 (18.64%) HTML
23 101 (18.10%) TDD
23 101 (18.10%) NoSQL
24 98 (17.56%) CSS
25 97 (17.38%) Continuous Integration
26 95 (17.03%) Amazon DynamoDB

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
1 113 (20.25%) Elasticsearch
2 67 (12.01%) Apache Spark
3 52 (9.32%) Apache
4 32 (5.73%) nginx
5 25 (4.48%) Confluence
6 21 (3.76%) SAS
7 19 (3.41%) IIS
8 14 (2.51%) CMS
9 13 (2.33%) Drupal
10 11 (1.97%) Ethereum
11 10 (1.79%) Tomcat
12 9 (1.61%) WordPress
13 8 (1.43%) Apache Solr
13 8 (1.43%) Jetty
14 6 (1.08%) Exchange Server 2013
14 6 (1.08%) MS Exchange
15 5 (0.90%) OpenStack
16 4 (0.72%) JBoss
17 3 (0.54%) SharePoint
17 3 (0.54%) WebLogic
Applications
1 1 (0.18%) Chatbot
1 1 (0.18%) HipChat
1 1 (0.18%) Photoshop
Business Applications
1 9 (1.61%) Distributed Ledger
2 3 (0.54%) Magento
3 2 (0.36%) Payment Gateway
3 2 (0.36%) SAP Hybris
Cloud Services
1 535 (95.88%) Amazon AWS
2 355 (63.62%) Amazon EC2
3 153 (27.42%) AWS CloudFormation
4 140 (25.09%) Serverless
5 115 (20.61%) AWS Lambda
6 94 (16.85%) Route 53
7 90 (16.13%) Virtual Private Cloud
8 89 (15.95%) Amazon SQS
9 87 (15.59%) Microsoft Azure
10 84 (15.05%) AWS Elastic Beanstalk
11 78 (13.98%) CloudFront
12 61 (10.93%) Amazon ELB
13 56 (10.04%) GitHub
14 55 (9.86%) Amazon CloudWatch
15 53 (9.50%) Amazon Kinesis
16 33 (5.91%) Amazon ElastiCache
17 29 (5.20%) SaaS
18 24 (4.30%) Amazon EMR
19 23 (4.12%) AWS CloudTrail
20 22 (3.94%) Amazon Glacier
Communications & Networking
1 71 (12.72%) VPN
2 67 (12.01%) Firewall
3 54 (9.68%) DNS
4 34 (6.09%) DHCP
5 32 (5.73%) TCP/IP
6 31 (5.56%) HTTP
7 21 (3.76%) SSL
8 17 (3.05%) WAN
9 16 (2.87%) SNMP
10 15 (2.69%) LAN
11 13 (2.33%) FTP
12 12 (2.15%) Internet
13 11 (1.97%) VLAN
14 10 (1.79%) VoIP
14 10 (1.79%) Wi-Fi
15 9 (1.61%) Network Security
16 7 (1.25%) Unified Communications
17 4 (0.72%) SAN
18 3 (0.54%) Cisco ASA
18 3 (0.54%) NetScaler
Database & Business Intelligence
1 168 (30.11%) Amazon RDS
2 120 (21.51%) MySQL
3 101 (18.10%) NoSQL
4 95 (17.03%) Amazon DynamoDB
5 81 (14.52%) MongoDB
6 79 (14.16%) PostgreSQL
7 70 (12.54%) Big Data
8 65 (11.65%) Amazon Redshift
9 64 (11.47%) SQL Server
10 57 (10.22%) Hadoop
11 28 (5.02%) Relational Database
12 23 (4.12%) Apache Cassandra
13 20 (3.58%) Data Warehouse
13 20 (3.58%) Redis
14 16 (2.87%) SQL Server Integration Services
15 15 (2.69%) Blockchain
15 15 (2.69%) Data Mining
16 14 (2.51%) HBase
17 13 (2.33%) DB2
18 12 (2.15%) Neo4j
Development Applications
1 134 (24.01%) Jenkins
2 126 (22.58%) Git (software)
3 60 (10.75%) TeamCity
4 57 (10.22%) Atlassian Bamboo
5 45 (8.06%) JIRA
6 29 (5.20%) Hudson
7 24 (4.30%) Maven
8 20 (3.58%) Sonatype Nexus
9 19 (3.41%) Gradle
10 18 (3.23%) gulp
10 18 (3.23%) Octopus Deploy
11 17 (3.05%) Ant
11 17 (3.05%) Gatling
12 15 (2.69%) JUnit
12 15 (2.69%) Mocha
12 15 (2.69%) webpack
13 14 (2.51%) Bitbucket
14 13 (2.33%) Toad
14 13 (2.33%) Vagrant
15 12 (2.15%) CircleCI
General
1 62 (11.11%) Finance
2 44 (7.89%) Telecoms
3 25 (4.48%) Banking
3 25 (4.48%) Retail
4 20 (3.58%) Games
5 18 (3.23%) Marketing
6 16 (2.87%) Advertising
7 14 (2.51%) Pharmaceutical
8 10 (1.79%) Manufacturing
9 9 (1.61%) Electronics
10 6 (1.08%) Financial Institution
10 6 (1.08%) Legal
11 5 (0.90%) Law
12 4 (0.72%) Digital Economy
12 4 (0.72%) Publishing
13 2 (0.36%) Automotive
13 2 (0.36%) Multimedia
14 1 (0.18%) Back Office
14 1 (0.18%) Billing
14 1 (0.18%) Investment Banking
Job Titles
1 173 (31.00%) Developer
2 126 (22.58%) DevOps Engineer
3 79 (14.16%) Senior Developer
4 67 (12.01%) AWS Engineer
5 60 (10.75%) AWS DevOps
6 37 (6.63%) Consultant
7 36 (6.45%) Cloud Engineer
8 33 (5.91%) Data Engineer
9 32 (5.73%) Software Engineer
10 31 (5.56%) AWS DevOps Engineer
11 30 (5.38%) Lead Developer
11 30 (5.38%) PHP Developer
12 29 (5.20%) AWS Developer
12 29 (5.20%) Node.js Developer
13 27 (4.84%) Architect
13 27 (4.84%) Java Developer
14 26 (4.66%) DevOps Consultant
14 26 (4.66%) Linux Engineer
15 25 (4.48%) Full Stack Developer
16 21 (3.76%) Elasticsearch Developer
Libraries, Frameworks & Software Standards
1 126 (22.58%) Web Services
2 118 (21.15%) Node.js
3 104 (18.64%) HTML
4 98 (17.56%) CSS
5 71 (12.72%) AngularJS
6 64 (11.47%) HTML5
7 56 (10.04%) Elastic Stack
8 54 (9.68%) .NET
9 49 (8.78%) React
10 48 (8.60%) REST
11 46 (8.24%) RESTful
12 43 (7.71%) Spring
13 41 (7.35%) Kafka
14 34 (6.09%) LAMP
15 32 (5.73%) Sass
16 30 (5.38%) Laravel
17 26 (4.66%) .NET Core
18 25 (4.48%) Aurelia
18 25 (4.48%) JSON
18 25 (4.48%) Lambda Expressions
Miscellaneous
1 46 (8.24%) Computer Science
2 42 (7.53%) Algorithms
2 42 (7.53%) Analytical Skills
3 35 (6.27%) Fintech
4 21 (3.76%) Derivative
5 16 (2.87%) Management Information System
6 15 (2.69%) User Experience
7 14 (2.51%) Linux Command Line
7 14 (2.51%) Mobile App
8 12 (2.15%) BBC
9 11 (1.97%) Bitcoin
9 11 (1.97%) Public Cloud
9 11 (1.97%) STB
10 10 (1.79%) Data Centre
10 10 (1.79%) W3C
11 7 (1.25%) Fat Client
11 7 (1.25%) Thin Client
12 6 (1.08%) Digital TV
12 6 (1.08%) Greenfield Project
12 6 (1.08%) Virtual Team
Operating Systems
1 256 (45.88%) Linux
2 55 (9.86%) CentOS
3 50 (8.96%) Red Hat Enterprise Linux
4 47 (8.42%) Unix
5 44 (7.89%) Windows
6 33 (5.91%) Android
7 27 (4.84%) Apple iOS
8 24 (4.30%) Ubuntu
9 21 (3.76%) Windows Server
10 16 (2.87%) Oracle Linux
11 13 (2.33%) CoreOS
12 11 (1.97%) VMS
12 11 (1.97%) Windows Server 2012
13 6 (1.08%) Windows 8
14 5 (0.90%) Debian
14 5 (0.90%) Windows Server 2008
15 4 (0.72%) Solaris
16 3 (0.54%) Windows 10
16 3 (0.54%) Windows 7
16 3 (0.54%) Windows Server 2003
Processes & Methodologies
1 217 (38.89%) DevOps
2 166 (29.75%) Agile Software Development
3 101 (18.10%) TDD
4 97 (17.38%) Continuous Integration
5 88 (15.77%) Configuration Management
6 62 (11.11%) Analytics
7 61 (10.93%) Microservices
8 57 (10.22%) Machine Learning
8 57 (10.22%) Unit Testing
9 56 (10.04%) Software Engineering
9 56 (10.04%) Test Automation
10 53 (9.50%) Auto-Scaling
11 49 (8.78%) Mentoring
12 45 (8.06%) Open Source
13 43 (7.71%) ITIL
14 41 (7.35%) Mathematics
15 35 (6.27%) Scrum
16 34 (6.09%) Product Management
17 33 (5.91%) E-Commerce
17 33 (5.91%) ETL
Programming Languages
1 201 (36.02%) Python
2 184 (32.97%) Java
3 144 (25.81%) SQL
4 134 (24.01%) JavaScript
5 90 (16.13%) Ruby
6 80 (14.34%) PHP
7 70 (12.54%) Bash Shell
8 66 (11.83%) Scala
9 53 (9.50%) C#
10 49 (8.78%) ES6
11 46 (8.24%) PowerShell
12 42 (7.53%) R
13 27 (4.84%) Perl
14 26 (4.66%) Go
14 26 (4.66%) Shell Script
15 25 (4.48%) TypeScript
16 18 (3.23%) Clojure
17 16 (2.87%) C
17 16 (2.87%) C++
18 11 (1.97%) Solidity
Qualifications
1 66 (11.83%) Degree
2 46 (8.24%) SC Cleared
2 46 (8.24%) Security Cleared
3 27 (4.84%) Computer Science Degree
4 18 (3.23%) AWS Certification
4 18 (3.23%) RHCE
5 16 (2.87%) DV Cleared
5 16 (2.87%) RHCSA
6 7 (1.25%) Sun Certification
7 6 (1.08%) ITIL Certification
8 4 (0.72%) CESG Certified Professional
8 4 (0.72%) PhD
9 3 (0.54%) Microsoft Certification
9 3 (0.54%) Numerate Degree
10 1 (0.18%) Master's Degree
Quality Assurance & Compliance
1 18 (3.23%) QA
2 10 (1.79%) WAI
3 9 (1.61%) ISO/IEC 27001
4 8 (1.43%) PCI DSS
5 1 (0.18%) SLA
System Software
1 196 (35.13%) Docker
2 37 (6.63%) Active Directory
3 35 (6.27%) Virtual Machines
4 31 (5.56%) VMware Infrastructure
5 17 (3.05%) NFS
6 16 (2.87%) Samba
7 10 (1.79%) HDFS
8 7 (1.25%) Apache Flume
8 7 (1.25%) Hyper-V
9 6 (1.08%) VMware ESXi
10 5 (0.90%) VirtualBox
11 4 (0.72%) GlusterFS
12 3 (0.54%) KVM
13 2 (0.36%) vSphere
14 1 (0.18%) Apache ZooKeeper
14 1 (0.18%) LXC
14 1 (0.18%) Varnish
Systems Management
1 151 (27.06%) Puppet
1 151 (27.06%) Terraform
2 117 (20.97%) Ansible
3 116 (20.79%) Opscode Chef
4 83 (14.87%) Kubernetes
5 59 (10.57%) Packer
6 43 (7.71%) Docker Swarm
7 35 (6.27%) Kibana
8 34 (6.09%) logstash
9 14 (2.51%) Nagios
10 9 (1.61%) Mesos
10 9 (1.61%) Prometheus
10 9 (1.61%) SCCM
11 8 (1.43%) SCOM
12 6 (1.08%) CFEngine
12 6 (1.08%) Marathon
13 5 (0.90%) Consul
13 5 (0.90%) Grafana
14 4 (0.72%) Oozie
14 4 (0.72%) OSSEC
Vendors
1 58 (10.39%) Oracle
2 47 (8.42%) Red Hat
3 40 (7.17%) Microsoft
4 34 (6.09%) VMware
5 22 (3.94%) Google
6 19 (3.41%) New Relic
7 16 (2.87%) HP
7 16 (2.87%) Scality
8 15 (2.69%) Splunk
9 11 (1.97%) Arqiva
9 11 (1.97%) BT
9 11 (1.97%) Citrix
10 10 (1.79%) Cisco
10 10 (1.79%) Cloudera
10 10 (1.79%) Mercator
11 9 (1.61%) PagerDuty
11 9 (1.61%) SAP
12 7 (1.25%) Atlassian
12 7 (1.25%) CheckPoint
12 7 (1.25%) Databricks