Period
to 17 June 2018

The following table provides summary statistics for permanent job vacancies 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 17 June 2018 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 533 706 826
Rank change year-on-year +173 +120 +121
Permanent jobs citing Amazon S3 888 505 507
As % of all permanent IT jobs advertised in the UK 0.52% 0.29% 0.25%
As % of the Cloud Services category 2.28% 1.82% 2.15%
Number of salaries quoted 764 395 418
UK median annual salary £65,000 £55,000 £55,000
Median salary % change year-on-year +18.18% - +10.00%
10th Percentile £40,000 £33,750 £37,500
90th Percentile £93,375 £87,500 £90,000
UK excluding London median annual salary £57,500 £47,500 £45,000
% change year-on-year +21.05% +5.56% -

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 with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 38,898 27,759 23,552
As % of all permanent IT jobs advertised in the UK 22.64% 16.15% 11.73%
Number of salaries quoted 31,674 23,015 19,832
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £29,750 £28,000 £27,500
90th Percentile £85,000 £80,000 £78,750
UK excluding London median annual salary £46,500 £43,500 £44,000
% change year-on-year +6.90% -1.14% +3.53%

Amazon S3
Job Vacancy Trend

Job postings citing Amazon S3 as a percentage of all IT jobs advertised.

Job vacancy trend for Amazon S3 in the UK

Amazon S3
Salary Trend

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

Salary trend for Amazon S3 in the UK

Amazon S3
Salary Histogram

The salary distribution of IT jobs citing Amazon S3 over the 6 months to 17 June 2018.

Salary histogram for Amazon S3 in the UK

Amazon S3
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon S3 within the UK over the 6 months to 17 June 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
England +187 868 £65,000 +18.18% 151
London +183 552 £70,000 +7.69% 93
UK excluding London +98 330 £57,500 +21.05% 63
North of England +62 108 £57,500 +15.00% 13
South East -5 78 £58,750 +23.68% 17
North West +52 75 £57,500 +15.00% 6
South West +25 54 £50,000 +5.26% 8
Midlands +4 39 £40,000 +11.11% 12
East of England +9 37 £72,500 +34.88% 8
Yorkshire +44 29 £50,000 -13.04% 3
East Midlands +26 22 £40,000 +14.29% 7
West Midlands -7 17 £55,000 +52.78% 5
Scotland -21 10 £62,000 +37.78% 2
Wales +8 4 £35,750 -37.04%
North East -25 4 £65,000 +74.50% 4

For the 6 months to 17 June 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 with a requirement for Amazon S3.

1 875 (98.54%) Amazon AWS
2 630 (70.95%) Amazon EC2
3 489 (55.07%) Linux
4 432 (48.65%) DevOps
5 357 (40.20%) Agile Software Development
6 337 (37.95%) Python
7 328 (36.94%) SQL
8 295 (33.22%) Docker
9 288 (32.43%) Amazon RDS
10 267 (30.07%) Git (software)
11 262 (29.50%) Microsoft Azure
12 251 (28.27%) Jenkins
13 239 (26.91%) Ansible
14 233 (26.24%) Java
15 215 (24.21%) AWS CloudFormation
16 203 (22.86%) MySQL
17 185 (20.83%) Kubernetes
18 183 (20.61%) Amazon CloudWatch
19 181 (20.38%) Continuous Integration
20 173 (19.48%) Web Services
21 168 (18.92%) NoSQL
22 167 (18.81%) Serverless
23 164 (18.47%) AWS Lambda
24 160 (18.02%) Finance
25 158 (17.79%) Puppet
26 155 (17.45%) Terraform
27 154 (17.34%) TeamCity
28 153 (17.23%) PostgreSQL
29 152 (17.12%) Virtual Private Cloud
30 151 (17.00%) JavaScript

Amazon S3
Co-occurring IT Skills 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
1 130 (14.64%) Apache Spark
2 94 (10.59%) Confluence
3 93 (10.47%) IIS
4 83 (9.35%) Apache
5 82 (9.23%) Elasticsearch
6 49 (5.52%) Ethereum
7 47 (5.29%) SAS
8 44 (4.95%) nginx
9 40 (4.50%) Tomcat
10 39 (4.39%) Drupal
11 22 (2.48%) WordPress
12 21 (2.36%) OpenStack
13 14 (1.58%) Adobe Experience Manager
13 14 (1.58%) Moodle
14 13 (1.46%) MS Exchange
15 12 (1.35%) Apache Solr
16 11 (1.24%) Apache Pig
17 8 (0.90%) CMS
18 6 (0.68%) WebSphere
18 6 (0.68%) WebSphere Application Server
Applications
1 4 (0.45%) Chatbot
2 2 (0.23%) Microsoft Excel
3 1 (0.11%) Microsoft Office
3 1 (0.11%) Photoshop
Business Applications
1 25 (2.82%) Distributed Ledger
2 19 (2.14%) Magento
3 6 (0.68%) SAP Hybris
4 4 (0.45%) Remedy ITSM
5 3 (0.34%) Staffware
6 1 (0.11%) Siebel CRM
Cloud Services
1 875 (98.54%) Amazon AWS
2 630 (70.95%) Amazon EC2
3 262 (29.50%) Microsoft Azure
4 215 (24.21%) AWS CloudFormation
5 183 (20.61%) Amazon CloudWatch
6 167 (18.81%) Serverless
7 164 (18.47%) AWS Lambda
8 152 (17.12%) Virtual Private Cloud
9 149 (16.78%) Amazon SQS
10 124 (13.96%) Amazon ELB
11 121 (13.63%) Route 53
12 101 (11.37%) AWS Elastic Beanstalk
13 91 (10.25%) CloudFront
14 87 (9.80%) GitHub
15 77 (8.67%) Cloud Computing
16 76 (8.56%) Azure Active Directory
17 72 (8.11%) Amazon Kinesis
18 66 (7.43%) Amazon EMR
19 61 (6.87%) Google Cloud Platform
20 47 (5.29%) Amazon ElastiCache
Communications & Networking
1 62 (6.98%) DNS
2 45 (5.07%) VPN
3 35 (3.94%) Firewall
4 31 (3.49%) TCP/IP
5 30 (3.38%) HTTP
6 25 (2.82%) DHCP
6 25 (2.82%) SSL
7 23 (2.59%) WAN
8 20 (2.25%) LAN
8 20 (2.25%) Network Security
9 13 (1.46%) SMS
10 8 (0.90%) Internet
11 6 (0.68%) IPsec
12 5 (0.56%) MQTT
12 5 (0.56%) SAN
13 4 (0.45%) Broadband
13 4 (0.45%) SNMP
13 4 (0.45%) Wi-Fi
14 3 (0.34%) Kerberos
14 3 (0.34%) VoIP
Database & Business Intelligence
1 288 (32.43%) Amazon RDS
2 203 (22.86%) MySQL
3 168 (18.92%) NoSQL
4 153 (17.23%) PostgreSQL
5 148 (16.67%) Big Data
6 125 (14.08%) Hadoop
7 123 (13.85%) Amazon DynamoDB
8 115 (12.95%) Redis
9 102 (11.49%) Amazon Redshift
10 92 (10.36%) MongoDB
11 75 (8.45%) SQL Server
12 60 (6.76%) Blockchain
13 56 (6.31%) Relational Database
14 42 (4.73%) Apache Cassandra
15 34 (3.83%) HBase
16 33 (3.72%) Parquet
17 30 (3.38%) Data Warehouse
18 29 (3.27%) Impala
19 28 (3.15%) Amazon QuickSight
19 28 (3.15%) Sqoop
Development Applications
1 267 (30.07%) Git (software)
2 251 (28.27%) Jenkins
3 154 (17.34%) TeamCity
4 127 (14.30%) Atlassian Bamboo
5 126 (14.19%) Octopus Deploy
6 117 (13.18%) JIRA
7 58 (6.53%) Mocha
8 23 (2.59%) Bitbucket
9 20 (2.25%) Selenium
10 15 (1.69%) Gatling
10 15 (1.69%) JMeter
10 15 (1.69%) Maven
11 13 (1.46%) gulp
12 12 (1.35%) CircleCI
12 12 (1.35%) Grunt
13 11 (1.24%) Babel
13 11 (1.24%) GitLab
13 11 (1.24%) Jasmine
13 11 (1.24%) Karma Test Runner
13 11 (1.24%) webpack
General
1 160 (18.02%) Finance
2 75 (8.45%) Banking
2 75 (8.45%) Telecoms
3 37 (4.17%) Advertising
4 32 (3.60%) Retail
5 29 (3.27%) Marketing
6 18 (2.03%) Games
7 17 (1.91%) Legal
8 12 (1.35%) Back Office
9 7 (0.79%) Pharmaceutical
10 5 (0.56%) Law
11 2 (0.23%) Military
12 1 (0.11%) Digital Economy
12 1 (0.11%) Investment Banking
12 1 (0.11%) Manufacturing
12 1 (0.11%) Publishing
Job Titles
1 282 (31.76%) Developer
2 225 (25.34%) DevOps Engineer
3 131 (14.75%) AWS Engineer
4 75 (8.45%) Software Engineer
5 67 (7.55%) AWS DevOps
6 63 (7.09%) Linux Engineer
7 60 (6.76%) Cloud Engineer
8 59 (6.64%) Architect
9 53 (5.97%) Backend Developer
9 53 (5.97%) Developer/Software Engineer
10 52 (5.86%) AWS DevOps Engineer
11 51 (5.74%) Senior Developer
12 50 (5.63%) Java Developer
13 45 (5.07%) Linux/Unix DevOps
14 42 (4.73%) Java Engineer
15 41 (4.62%) Linux DevOps Engineer
16 40 (4.50%) Data Engineer
16 40 (4.50%) Senior DevOps
17 39 (4.39%) Data Scientist
17 39 (4.39%) Node.js Developer
Libraries, Frameworks & Software Standards
1 173 (19.48%) Web Services
2 150 (16.89%) Node.js
3 131 (14.75%) CSS
4 125 (14.08%) AngularJS
5 117 (13.18%) HTML
6 93 (10.47%) Kafka
7 79 (8.90%) .NET
8 73 (8.22%) React
9 70 (7.88%) RESTful
10 69 (7.77%) Jest
11 59 (6.64%) LAMP
12 57 (6.42%) Chai
13 55 (6.19%) REST
14 53 (5.97%) D3.js
15 52 (5.86%) Enzyme
16 50 (5.63%) Smart Contracts
17 49 (5.52%) Truffle
17 49 (5.52%) web3js
18 48 (5.41%) JSON
19 43 (4.84%) HTML5
Miscellaneous
1 86 (9.68%) Computer Science
2 74 (8.33%) Private Cloud
3 55 (6.19%) Analytical Skills
4 49 (5.52%) Bitcoin
5 40 (4.50%) Algorithms
6 39 (4.39%) Fintech
7 26 (2.93%) Self-Motivation
8 24 (2.70%) Data Centre
8 24 (2.70%) Linux Command Line
9 16 (1.80%) Public Cloud
10 15 (1.69%) User Experience
11 13 (1.46%) Cloud Native
11 13 (1.46%) Greenfield Project
12 12 (1.35%) Mobile App
13 10 (1.13%) Replication
14 9 (1.01%) Enterprise Software
15 8 (0.90%) Clustering
16 7 (0.79%) Derivative
16 7 (0.79%) iPad
17 6 (0.68%) Data Structures
Operating Systems
1 489 (55.07%) Linux
2 150 (16.89%) Windows
3 87 (9.80%) CentOS
4 70 (7.88%) Red Hat Enterprise Linux
5 52 (5.86%) Unix
5 52 (5.86%) VMS
6 40 (4.50%) Android
7 28 (3.15%) Ubuntu
8 22 (2.48%) Windows Server
9 16 (1.80%) Debian
10 15 (1.69%) CoreOS
11 12 (1.35%) Apple iOS
11 12 (1.35%) Solaris
12 8 (0.90%) Oracle Linux
13 7 (0.79%) Amazon Linux
14 6 (0.68%) Windows Server 2008
15 5 (0.56%) Windows Server 2012
16 3 (0.34%) Windows 10
16 3 (0.34%) Windows 8
17 2 (0.23%) Kali Linux
Processes & Methodologies
1 432 (48.65%) DevOps
2 357 (40.20%) Agile Software Development
3 181 (20.38%) Continuous Integration
4 150 (16.89%) Software Engineering
5 122 (13.74%) Analytics
6 114 (12.84%) Microservices
6 114 (12.84%) Test Automation
7 111 (12.50%) Business Intelligence
8 110 (12.39%) Configuration Management
9 109 (12.27%) Front End Development
10 99 (11.15%) Continuous Deployment
11 95 (10.70%) Open Source
11 95 (10.70%) TDD
12 83 (9.35%) Machine Learning
13 74 (8.33%) Network Virtualisation
14 69 (7.77%) Data Science
15 68 (7.66%) Continuous Delivery
16 62 (6.98%) Mathematics
17 60 (6.76%) ITIL
17 60 (6.76%) OO
Programming Languages
1 337 (37.95%) Python
2 328 (36.94%) SQL
3 233 (26.24%) Java
4 151 (17.00%) JavaScript
5 121 (13.63%) Bash Shell
6 104 (11.71%) Scala
7 99 (11.15%) PHP
8 85 (9.57%) Ruby
9 72 (8.11%) ES6
10 71 (8.00%) C#
11 54 (6.08%) R
12 53 (5.97%) PowerShell
13 50 (5.63%) Solidity
14 45 (5.07%) Go
15 39 (4.39%) TypeScript
16 31 (3.49%) C++
17 23 (2.59%) Perl
18 21 (2.36%) Shell Script
19 15 (1.69%) C
20 14 (1.58%) T-SQL
Qualifications
1 105 (11.82%) Degree
2 45 (5.07%) Computer Science Degree
3 44 (4.95%) AWS Certification
4 24 (2.70%) Security Cleared
5 22 (2.48%) Sun Certification
6 21 (2.36%) Master's Degree
7 19 (2.14%) SC Cleared
8 8 (0.90%) CCNA
8 8 (0.90%) Cisco Certification
9 6 (0.68%) DV Cleared
9 6 (0.68%) RHCE
10 5 (0.56%) Numerate Degree
10 5 (0.56%) PhD
11 4 (0.45%) RHCSA
12 2 (0.23%) BPSS Clearance
13 1 (0.11%) A+ Certification
13 1 (0.11%) CESG Certified Professional
13 1 (0.11%) ITIL Certification
13 1 (0.11%) ITIL Foundation Certificate
13 1 (0.11%) MCSA
Quality Assurance & Compliance
1 54 (6.08%) QA
2 10 (1.13%) GDPR
3 5 (0.56%) ISO/IEC 27001
4 4 (0.45%) GCP
4 4 (0.45%) PCI DSS
4 4 (0.45%) SLA
5 2 (0.23%) Data Quality
6 1 (0.11%) GPG13
System Software
1 295 (33.22%) Docker
2 129 (14.53%) Virtual Machines
3 97 (10.92%) Active Directory
4 42 (4.73%) HDFS
5 27 (3.04%) VMware Infrastructure
6 25 (2.82%) Apache Flume
7 20 (2.25%) VMware ESXi
8 8 (0.90%) VMware Server
8 8 (0.90%) XenServer
9 7 (0.79%) Apache ZooKeeper
10 6 (0.68%) Samba
11 4 (0.45%) FreeRADIUS
11 4 (0.45%) Hyper-V
11 4 (0.45%) NFS
11 4 (0.45%) pfSense
12 3 (0.34%) iptables
12 3 (0.34%) Varnish
12 3 (0.34%) vSphere
13 2 (0.23%) vCloud
14 1 (0.11%) VirtualBox
Systems Management
1 239 (26.91%) Ansible
2 185 (20.83%) Kubernetes
3 158 (17.79%) Puppet
4 155 (17.45%) Terraform
5 119 (13.40%) Opscode Chef
6 64 (7.21%) Docker Swarm
7 48 (5.41%) Nagios
8 34 (3.83%) Oozie
9 27 (3.04%) Kibana
10 20 (2.25%) Prometheus
11 18 (2.03%) Packer
12 16 (1.80%) logstash
13 14 (1.58%) Check_MK
14 8 (0.90%) Capistrano
14 8 (0.90%) Grafana
14 8 (0.90%) Mesos
14 8 (0.90%) SELinux
14 8 (0.90%) ZABBIX
15 6 (0.68%) HAProxy
16 5 (0.56%) Icinga
Vendors
1 108 (12.16%) New Relic
2 82 (9.23%) Google
3 75 (8.45%) Red Hat
4 73 (8.22%) Trend Micro
5 59 (6.64%) Oracle
6 50 (5.63%) VMware
7 37 (4.17%) Microsoft
8 33 (3.72%) Splunk
9 26 (2.93%) Tableau
10 25 (2.82%) SAP
11 22 (2.48%) Adobe
12 20 (2.25%) Cisco
12 20 (2.25%) Talend
13 19 (2.14%) Atlassian
14 18 (2.03%) Cloudera
15 15 (1.69%) PagerDuty
15 15 (1.69%) Sun
16 14 (1.58%) Salesforce.com
17 12 (1.35%) ServiceNow
18 10 (1.13%) SaltStack