Period
to 19 March 2019

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 19 March 2019 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK
6 months to
19 Mar 2019
Same period 2018 Same period 2017
Rank 442 562 805
Rank change year-on-year +120 +243 +96
Permanent jobs citing Amazon S3 975 787 408
As % of all permanent IT jobs advertised in the UK 0.66% 0.45% 0.24%
As % of the Cloud Services category 2.52% 2.09% 1.65%
Number of salaries quoted 736 662 314
UK median annual salary £65,000 £65,000 £55,000
Median salary % change year-on-year - +18.18% +4.76%
10th Percentile £45,000 £40,000 £33,750
90th Percentile £95,000 £93,750 £81,250
UK excluding London median annual salary £60,000 £57,500 £47,500
% change year-on-year +4.35% +21.05% -5.00%

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 38,664 37,670 24,705
As % of all permanent IT jobs advertised in the UK 26.04% 21.43% 14.37%
Number of salaries quoted 30,846 31,050 20,640
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £30,000 £28,750 £28,000
90th Percentile £87,500 £82,500 £80,000
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 19 March 2019.

Salary histogram for Amazon S3 in the UK

Amazon S3
Top 14 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 19 March 2019. 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 +127 930 £65,000 - 223
London +87 548 £70,000 - 119
UK excluding London +121 395 £60,000 +4.35% 111
North of England +116 147 £60,000 - 30
South East +77 111 £55,000 -8.33% 30
North West +117 109 £62,500 +4.17% 19
Midlands +82 83 £55,000 - 18
West Midlands +70 70 £57,500 -4.17% 13
South West +9 47 £65,000 +40.54% 13
Yorkshire +37 35 £60,000 - 8
East of England +37 22 £55,000 -12.00% 13
East Midlands +17 13 £55,000 +18.92% 5
Scotland +11 12 £65,000 +51.16% 5
North East +14 3 £75,000 +13.21% 3

For the 6 months to 19 March 2019, 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.

1 951 (97.54%) Amazon AWS
2 693 (71.08%) Amazon EC2
3 505 (51.79%) DevOps
4 484 (49.64%) Amazon RDS
5 447 (45.85%) Agile Software Development
6 417 (42.77%) Linux
7 412 (42.26%) Python
8 397 (40.72%) AWS Lambda
9 396 (40.62%) Serverless
10 303 (31.08%) AWS CloudFormation
11 298 (30.56%) Web Services
12 290 (29.74%) Java
13 281 (28.82%) Ansible
14 271 (27.79%) Amazon CloudWatch
15 270 (27.69%) Docker
16 265 (27.18%) SQL
17 250 (25.64%) Jenkins
18 239 (24.51%) Amazon SQS
19 236 (24.21%) Virtual Private Cloud
20 233 (23.90%) Amazon DynamoDB
21 229 (23.49%) JavaScript
22 222 (22.77%) Git (software)
23 215 (22.05%) Microsoft Azure
24 208 (21.33%) Terraform
25 186 (19.08%) Node.js
26 180 (18.46%) Finance
27 179 (18.36%) Windows
28 154 (15.79%) Amazon Redshift
29 153 (15.69%) Software Engineering
30 150 (15.38%) MySQL

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
1 114 (11.69%) Elasticsearch
2 102 (10.46%) Confluence
2 102 (10.46%) IIS
3 85 (8.72%) Apache Spark
4 66 (6.77%) Apache
5 27 (2.77%) nginx
6 24 (2.46%) Tomcat
7 10 (1.03%) Ethereum
8 9 (0.92%) SAS
9 8 (0.82%) Adobe Experience Manager
9 8 (0.82%) CMS
9 8 (0.82%) Hyperledger
10 7 (0.72%) Apache Airflow
10 7 (0.72%) MS Exchange
10 7 (0.72%) WebLogic
11 6 (0.62%) Drupal
12 5 (0.51%) Luigi
12 5 (0.51%) Skype for Business
13 3 (0.31%) Apache Pig
13 3 (0.31%) WordPress
Applications
1 19 (1.95%) Microsoft Office
2 6 (0.62%) Microsoft Excel
2 6 (0.62%) Microsoft PowerPoint
3 5 (0.51%) HipChat
4 3 (0.31%) Chatbot
5 1 (0.10%) MS Visio
Business Applications
1 8 (0.82%) Distributed Ledger
2 7 (0.72%) Magento
3 6 (0.62%) Remedy ITSM
4 3 (0.31%) Payment Gateway
4 3 (0.31%) SAP ERP
5 2 (0.21%) PolarLake
6 1 (0.10%) Infor M3
Cloud Services
1 951 (97.54%) Amazon AWS
2 693 (71.08%) Amazon EC2
3 397 (40.72%) AWS Lambda
4 396 (40.62%) Serverless
5 303 (31.08%) AWS CloudFormation
6 271 (27.79%) Amazon CloudWatch
7 239 (24.51%) Amazon SQS
8 236 (24.21%) Virtual Private Cloud
9 215 (22.05%) Microsoft Azure
10 147 (15.08%) AWS Elastic Beanstalk
11 134 (13.74%) Route 53
12 117 (12.00%) Amazon ELB
13 111 (11.38%) Azure Active Directory
14 106 (10.87%) CloudFront
15 99 (10.15%) Amazon Kinesis
16 93 (9.54%) Amazon EMR
17 84 (8.62%) GitHub
18 68 (6.97%) Cloud Computing
19 59 (6.05%) PaaS
19 59 (6.05%) SaaS
Communications & Networking
1 60 (6.15%) DNS
2 53 (5.44%) VPN
3 46 (4.72%) Firewall
4 31 (3.18%) TCP/IP
5 22 (2.26%) Network Security
6 20 (2.05%) DHCP
7 16 (1.64%) HTTP
8 15 (1.54%) LAN
9 14 (1.44%) H.323
9 14 (1.44%) Skype
10 11 (1.13%) SAN
10 11 (1.13%) Wi-Fi
11 10 (1.03%) iSCSI
12 9 (0.92%) Fibre Channel
13 7 (0.72%) SSH
13 7 (0.72%) Unified Communications
13 7 (0.72%) WAN
14 5 (0.51%) FTP
14 5 (0.51%) Internet
14 5 (0.51%) VoIP
Database & Business Intelligence
1 484 (49.64%) Amazon RDS
2 233 (23.90%) Amazon DynamoDB
3 154 (15.79%) Amazon Redshift
4 150 (15.38%) MySQL
5 117 (12.00%) PostgreSQL
6 111 (11.38%) NoSQL
7 108 (11.08%) Big Data
8 106 (10.87%) MongoDB
9 91 (9.33%) Amazon Athena
10 78 (8.00%) Relational Database
11 77 (7.90%) SQL Server
12 67 (6.87%) Hadoop
13 52 (5.33%) Redis
14 45 (4.62%) Apache Cassandra
14 45 (4.62%) MariaDB
15 38 (3.90%) RDBMS
16 36 (3.69%) Data Warehouse
17 32 (3.28%) Apache Hive
18 23 (2.36%) Azure SQL Database
19 22 (2.26%) Cosmos DB
Development Applications
1 250 (25.64%) Jenkins
2 222 (22.77%) Git (software)
3 130 (13.33%) JIRA
4 95 (9.74%) Atlassian Bamboo
5 90 (9.23%) TeamCity
6 88 (9.03%) Octopus Deploy
7 60 (6.15%) GitLab
8 36 (3.69%) Bitbucket
9 34 (3.49%) Selenium
10 25 (2.56%) CircleCI
11 24 (2.46%) Subversion
12 23 (2.36%) Artifactory
13 22 (2.26%) Maven
14 20 (2.05%) Cucumber
15 16 (1.64%) Vagrant
16 15 (1.54%) JUnit
17 14 (1.44%) IntelliJ
18 13 (1.33%) Gradle
19 11 (1.13%) webpack
20 10 (1.03%) Hudson
General
1 180 (18.46%) Finance
2 37 (3.79%) Marketing
3 35 (3.59%) Retail
4 30 (3.08%) Games
5 24 (2.46%) Billing
6 19 (1.95%) Banking
7 17 (1.74%) Front Office
8 15 (1.54%) Publishing
8 15 (1.54%) Telecoms
9 11 (1.13%) Advertising
10 10 (1.03%) Manufacturing
11 8 (0.82%) Law
11 8 (0.82%) Pharmaceutical
12 5 (0.51%) Legal
13 3 (0.31%) Automotive
14 1 (0.10%) Digital Economy
14 1 (0.10%) Electronics
14 1 (0.10%) Investment Banking
14 1 (0.10%) Prime Brokerage
14 1 (0.10%) Retail Banking
Job Titles
1 247 (25.33%) Developer
2 200 (20.51%) DevOps Engineer
3 142 (14.56%) AWS Engineer
4 124 (12.72%) Architect
5 75 (7.69%) Cloud Architect
5 75 (7.69%) Software Engineer
6 72 (7.38%) Data Engineer
7 68 (6.97%) AWS Developer
8 66 (6.77%) Cloud Engineer
9 61 (6.26%) AWS DevOps
10 56 (5.74%) Solutions Architect
11 55 (5.64%) Java Developer
12 54 (5.54%) Cloud Developer
13 48 (4.92%) AWS Architect
14 44 (4.51%) Consultant
15 43 (4.41%) Python Engineer
16 38 (3.90%) Cloud Solutions Architect
16 38 (3.90%) Senior Developer
17 37 (3.79%) Infrastructure Engineer
17 37 (3.79%) Senior DevOps
Libraries, Frameworks & Software Standards
1 298 (30.56%) Web Services
2 186 (19.08%) Node.js
3 123 (12.62%) HTML
4 121 (12.41%) CSS
5 85 (8.72%) AngularJS
6 78 (8.00%) Kafka
7 76 (7.79%) REST
8 67 (6.87%) React
9 66 (6.77%) .NET
10 65 (6.67%) Elastic Stack
10 65 (6.67%) RESTful
11 57 (5.85%) J2EE
12 47 (4.82%) Laravel
13 44 (4.51%) Vue.js
14 42 (4.31%) HTML5
15 36 (3.69%) JSON
16 34 (3.49%) J2SE
17 32 (3.28%) LAMP
18 30 (3.08%) XML
19 28 (2.87%) Spring
Miscellaneous
1 101 (10.36%) Private Cloud
2 80 (8.21%) Linux Command Line
3 74 (7.59%) Self-Motivation
4 65 (6.67%) Data Centre
5 64 (6.56%) Public Cloud
6 58 (5.95%) Hybrid Cloud
7 57 (5.85%) Analytical Skills
8 37 (3.79%) Mobile App
9 33 (3.38%) Algorithms
10 31 (3.18%) User Experience
11 29 (2.97%) Data Structures
12 27 (2.77%) Greenfield Project
13 25 (2.56%) Cloud Native
14 22 (2.26%) Virtual Team
15 20 (2.05%) Derivative
15 20 (2.05%) Fintech
15 20 (2.05%) Replication
16 15 (1.54%) Equities
17 14 (1.44%) Video Conferencing
18 12 (1.23%) Clustering
Operating Systems
1 417 (42.77%) Linux
2 179 (18.36%) Windows
3 36 (3.69%) CentOS
4 29 (2.97%) Android
4 29 (2.97%) Unix
5 25 (2.56%) Apple iOS
6 24 (2.46%) Ubuntu
6 24 (2.46%) Windows Server
7 22 (2.26%) Red Hat Enterprise Linux
8 9 (0.92%) Mac OS X
9 8 (0.82%) Amazon Linux
9 8 (0.82%) Windows Server 2012
10 6 (0.62%) VMS
11 5 (0.51%) Data ONTAP
11 5 (0.51%) Fedora
12 4 (0.41%) Debian
13 3 (0.31%) SmartOS
14 2 (0.21%) DC/OS
14 2 (0.21%) Windows Server 2003
14 2 (0.21%) Windows Server 2008
Processes & Methodologies
1 505 (51.79%) DevOps
2 447 (45.85%) Agile Software Development
3 153 (15.69%) Software Engineering
4 150 (15.38%) Microservices
5 140 (14.36%) Continuous Integration
6 136 (13.95%) Scrum
7 104 (10.67%) Business Intelligence
8 99 (10.15%) Machine Learning
9 96 (9.85%) Mentoring
9 96 (9.85%) Migration
10 92 (9.44%) Artificial Intelligence
11 91 (9.33%) Test Automation
12 88 (9.03%) Configuration Management
13 83 (8.51%) Analytics
14 82 (8.41%) TDD
15 81 (8.31%) Continuous Improvement
16 76 (7.79%) Open Source
17 72 (7.38%) Network Virtualisation
18 70 (7.18%) Continuous Delivery
19 69 (7.08%) Data Science
Programming Languages
1 412 (42.26%) Python
2 290 (29.74%) Java
3 265 (27.18%) SQL
4 229 (23.49%) JavaScript
5 103 (10.56%) PHP
6 98 (10.05%) Ruby
7 83 (8.51%) Bash Shell
8 78 (8.00%) Shell Script
9 72 (7.38%) PowerShell
10 67 (6.87%) Go
11 61 (6.26%) C#
12 60 (6.15%) Scala
13 56 (5.74%) TypeScript
14 55 (5.64%) C++
15 25 (2.56%) Perl
16 19 (1.95%) PL/SQL
17 17 (1.74%) ES6
18 16 (1.64%) C
18 16 (1.64%) Java 8
18 16 (1.64%) Objective-C
Qualifications
1 79 (8.10%) Degree
2 69 (7.08%) AWS Certification
3 51 (5.23%) Security Cleared
4 33 (3.38%) Computer Science Degree
5 32 (3.28%) Microsoft Certification
6 25 (2.56%) MCSE
7 21 (2.15%) MCSA
8 19 (1.95%) SC Cleared
9 14 (1.44%) PhD
9 14 (1.44%) Postgraduate
10 10 (1.03%) CCNA
10 10 (1.03%) Cisco Certification
10 10 (1.03%) Master's Degree
11 6 (0.62%) ISEB
12 5 (0.51%) CCNP
13 2 (0.21%) CCA
13 2 (0.21%) CISA
13 2 (0.21%) CISM
13 2 (0.21%) CISSP
13 2 (0.21%) Citrix Certification
Quality Assurance & Compliance
1 43 (4.41%) GDPR
2 42 (4.31%) QA
3 12 (1.23%) Data Quality
4 11 (1.13%) ISO/IEC 27001
5 9 (0.92%) MiFID
6 6 (0.62%) ISO 9001
7 4 (0.41%) SLA
8 3 (0.31%) PCI DSS
9 1 (0.10%) COBIT
System Software
1 270 (27.69%) Docker
2 125 (12.82%) Active Directory
3 112 (11.49%) Virtual Machines
4 53 (5.44%) VMware Infrastructure
5 20 (2.05%) Hyper-V
6 17 (1.74%) Apache Flume
6 17 (1.74%) HDFS
7 13 (1.33%) Apache ZooKeeper
8 11 (1.13%) VMware ESXi
9 9 (0.92%) NFS
10 7 (0.72%) Varnish
11 6 (0.62%) vSphere
12 5 (0.51%) Squid
12 5 (0.51%) Virtual Servers
12 5 (0.51%) VMFS
13 4 (0.41%) Virtual Desktop
13 4 (0.41%) VirtualBox
13 4 (0.41%) VMware Server
13 4 (0.41%) XenDesktop
14 2 (0.21%) VMware Workstation
Systems Management
1 281 (28.82%) Ansible
2 208 (21.33%) Terraform
3 131 (13.44%) Puppet
4 124 (12.72%) Kubernetes
5 111 (11.38%) Opscode Chef
6 57 (5.85%) Kibana
7 45 (4.62%) Prometheus
8 42 (4.31%) logstash
9 35 (3.59%) Nagios
10 20 (2.05%) Docker Swarm
10 20 (2.05%) Hadoop YARN
11 18 (1.85%) Mesos
12 17 (1.74%) Packer
13 16 (1.64%) Consul
13 16 (1.64%) ZABBIX
14 13 (1.33%) Salt
15 9 (0.92%) Ambari
16 8 (0.82%) HAProxy
17 6 (0.62%) Host Intrusion Detection System
17 6 (0.62%) vCenter Server
Vendors
1 115 (11.79%) Microsoft
2 83 (8.51%) New Relic
3 71 (7.28%) Trend Micro
4 69 (7.08%) Google
5 67 (6.87%) VMware
6 56 (5.74%) Splunk
7 41 (4.21%) Oracle
8 38 (3.90%) SaltStack
9 37 (3.79%) Red Hat
10 19 (1.95%) Informatica
11 18 (1.85%) Talend
12 17 (1.74%) Atlassian
12 17 (1.74%) IBM
13 16 (1.64%) Cisco
13 16 (1.64%) Zend
14 14 (1.44%) Tableau
15 13 (1.33%) Hortonworks
16 12 (1.23%) Adobe
16 12 (1.23%) Cloudera
17 9 (0.92%) HP