Period
to 15 July 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 15 July 2019 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK
6 months to
15 Jul 2019
Same period 2018 Same period 2017
Rank 408 522 716
Rank change year-on-year +114 +194 +63
Permanent jobs citing Amazon S3 1,075 938 543
As % of all permanent IT jobs advertised in the UK 0.74% 0.53% 0.30%
As % of the Cloud Services category 2.47% 2.22% 1.74%
Number of salaries quoted 773 815 435
UK median annual salary £70,000 £65,000 £55,000
Median salary % change year-on-year +7.69% +18.18% -4.35%
10th Percentile £42,500 £39,200 £34,000
90th Percentile £95,000 £93,250 £90,000
UK excluding London median annual salary £62,000 £57,500 £47,500
% change year-on-year +7.83% +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 43,494 42,232 31,129
As % of all permanent IT jobs advertised in the UK 29.80% 24.00% 17.42%
Number of salaries quoted 35,291 34,270 25,823
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £30,500 £29,750 £28,250
90th Percentile £87,500 £85,000 £80,000
UK excluding London median annual salary £47,500 £46,000 £44,500
% change year-on-year +3.26% +3.37% +1.14%

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 15 July 2019.

Salary histogram for Amazon S3 in the UK

Amazon S3
Top 16 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 15 July 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 +110 1,027 £70,000 +7.69% 205
London +86 641 £72,500 +3.57% 127
UK excluding London +71 402 £62,000 +7.83% 84
North of England +49 148 £62,500 +8.70% 29
North West +62 122 £62,500 +8.70% 20
South East +46 96 £63,000 +2.86% 18
Midlands +76 72 £60,000 +14.29% 16
West Midlands +73 63 £60,000 +4.35% 12
South West +14 54 £65,000 +30.00% 8
Yorkshire +1 24 £60,000 +20.00% 5
East of England +69 15 £62,500 -13.79% 7
Scotland +12 15 £50,000 -19.35% 5
East Midlands +11 9 £39,500 -1.25% 4
North East +15 2 £55,000 -15.38% 4
Wales +14 2 £60,000 +67.83%
Northern Ireland - 1 £45,000 - 1

For the 6 months to 15 July 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 1,036 (96.37%) Amazon AWS
2 715 (66.51%) Amazon EC2
3 542 (50.42%) DevOps
4 535 (49.77%) Agile Software Development
5 521 (48.47%) Serverless
6 517 (48.09%) AWS Lambda
7 483 (44.93%) Python
8 446 (41.49%) Amazon RDS
9 375 (34.88%) Linux
10 360 (33.49%) Docker
11 339 (31.53%) Web Services
12 323 (30.05%) Java
13 317 (29.49%) Terraform
14 295 (27.44%) Jenkins
15 286 (26.60%) Amazon CloudWatch
16 278 (25.86%) Ansible
17 274 (25.49%) Virtual Private Cloud
18 267 (24.84%) AWS CloudFormation
19 264 (24.56%) JavaScript
20 256 (23.81%) Git (software)
21 237 (22.05%) Amazon DynamoDB
22 233 (21.67%) Kubernetes
23 232 (21.58%) SQL
24 224 (20.84%) Amazon SQS
25 214 (19.91%) Software Engineering
26 210 (19.53%) Finance
26 210 (19.53%) Microservices
27 207 (19.26%) Amazon ECS
28 205 (19.07%) Node.js
29 188 (17.49%) Analytics

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
1 177 (16.47%) Elasticsearch
2 85 (7.91%) Apache Spark
3 57 (5.30%) IIS
4 56 (5.21%) Confluence
5 55 (5.12%) Apache
6 17 (1.58%) SharePoint
7 16 (1.49%) nginx
8 13 (1.21%) Tomcat
9 12 (1.12%) SAS
10 9 (0.84%) CMS
11 8 (0.74%) Skype for Business
12 6 (0.56%) Apache Airflow
13 5 (0.47%) Cloud Foundry
13 5 (0.47%) Drupal
13 5 (0.47%) Jupyter
13 5 (0.47%) WordPress
14 4 (0.37%) Adobe Experience Manager
14 4 (0.37%) Apache Pig
14 4 (0.37%) MS Exchange
15 3 (0.28%) Tornado
Applications
1 6 (0.56%) Microsoft Office
2 5 (0.47%) HipChat
3 3 (0.28%) Microsoft Excel
4 2 (0.19%) Chatbot
4 2 (0.19%) MS Visio
5 1 (0.093%) Adobe XD
5 1 (0.093%) Figma
5 1 (0.093%) Microsoft PowerPoint
5 1 (0.093%) Sketch
Business Applications
1 8 (0.74%) Magento
2 5 (0.47%) Payment Gateway
3 4 (0.37%) SAP ERP
4 3 (0.28%) Dynamics CRM
5 2 (0.19%) Infor M3
5 2 (0.19%) PolarLake
5 2 (0.19%) Shopify
Cloud Services
1 1,036 (96.37%) Amazon AWS
2 715 (66.51%) Amazon EC2
3 521 (48.47%) Serverless
4 517 (48.09%) AWS Lambda
5 286 (26.60%) Amazon CloudWatch
6 274 (25.49%) Virtual Private Cloud
7 267 (24.84%) AWS CloudFormation
8 224 (20.84%) Amazon SQS
9 207 (19.26%) Amazon ECS
10 166 (15.44%) AWS Elastic Beanstalk
11 162 (15.07%) Route 53
12 147 (13.67%) Microsoft Azure
13 129 (12.00%) Amazon ELB
14 99 (9.21%) Amazon Kinesis
15 93 (8.65%) CloudFront
16 86 (8.00%) Amazon EMR
17 82 (7.63%) GitHub
18 71 (6.60%) PaaS
19 60 (5.58%) Amazon Glacier
20 54 (5.02%) AWS Fargate
Communications & Networking
1 93 (8.65%) DNS
2 54 (5.02%) TCP/IP
3 50 (4.65%) Firewall
4 39 (3.63%) VPN
5 26 (2.42%) DHCP
6 21 (1.95%) HTTP
7 11 (1.02%) SSL
8 10 (0.93%) FTP
8 10 (0.93%) VoIP
9 9 (0.84%) HTTPS
9 9 (0.84%) Internet
9 9 (0.84%) LAN
9 9 (0.84%) Network Security
9 9 (0.84%) SAN
9 9 (0.84%) SMTP
10 7 (0.65%) WAN
11 6 (0.56%) Remote Desktop
11 6 (0.56%) STUN
12 5 (0.47%) iSCSI
12 5 (0.47%) VSAN
Database & Business Intelligence
1 446 (41.49%) Amazon RDS
2 237 (22.05%) Amazon DynamoDB
3 165 (15.35%) Amazon Redshift
4 148 (13.77%) MongoDB
5 145 (13.49%) NoSQL
6 133 (12.37%) Amazon Athena
6 133 (12.37%) Big Data
7 129 (12.00%) MySQL
8 100 (9.30%) PostgreSQL
9 78 (7.26%) SQL Server
10 68 (6.33%) Redis
11 65 (6.05%) Hadoop
12 53 (4.93%) Data Warehouse
13 52 (4.84%) Relational Database
14 40 (3.72%) MariaDB
15 37 (3.44%) Apache Hive
16 35 (3.26%) Apache Cassandra
17 28 (2.60%) Data Lake
18 19 (1.77%) Amazon Aurora
18 19 (1.77%) Presto
Development Applications
1 295 (27.44%) Jenkins
2 256 (23.81%) Git (software)
3 93 (8.65%) GitLab
4 90 (8.37%) JIRA
5 68 (6.33%) Maven
6 66 (6.14%) Artifactory
7 60 (5.58%) Bitbucket
8 56 (5.21%) Octopus Deploy
8 56 (5.21%) TeamCity
9 39 (3.63%) Gradle
10 36 (3.35%) Atlassian Bamboo
11 31 (2.88%) Selenium
12 25 (2.33%) Subversion
13 23 (2.14%) JUnit
13 23 (2.14%) Vagrant
14 21 (1.95%) Bitbucket Server
14 21 (1.95%) Travis CI
15 15 (1.40%) Cucumber
16 13 (1.21%) webpack
17 10 (0.93%) Hudson
General
1 210 (19.53%) Finance
2 40 (3.72%) Marketing
3 28 (2.60%) Front Office
3 28 (2.60%) Retail
4 27 (2.51%) Banking
5 25 (2.33%) Manufacturing
6 23 (2.14%) Billing
7 13 (1.21%) Games
8 11 (1.02%) Publishing
9 10 (0.93%) Law
10 9 (0.84%) Pharmaceutical
11 8 (0.74%) Telecoms
12 6 (0.56%) Legal
13 5 (0.47%) Retail Banking
14 4 (0.37%) Advertising
14 4 (0.37%) Investment Banking
15 2 (0.19%) Automotive
16 1 (0.093%) Digital Economy
16 1 (0.093%) Financial Institution
16 1 (0.093%) Prime Brokerage
Job Titles
1 379 (35.26%) Developer
2 214 (19.91%) DevOps Engineer
3 200 (18.60%) AWS Engineer
4 96 (8.93%) Java Developer
5 94 (8.74%) Data Engineer
6 93 (8.65%) Architect
7 88 (8.19%) AWS Developer
8 81 (7.53%) AWS DevOps
9 76 (7.07%) Senior Developer
10 68 (6.33%) Cloud Engineer
11 64 (5.95%) Senior DevOps
11 64 (5.95%) Senior DevOps Engineer
12 60 (5.58%) Cloud Developer
12 60 (5.58%) Python Engineer
13 57 (5.30%) JavaScript Developer
14 56 (5.21%) AWS DevOps Engineer
14 56 (5.21%) Full Stack Developer
15 55 (5.12%) Software Engineer
16 54 (5.02%) Python Developer
17 51 (4.74%) Consultant
Libraries, Frameworks & Software Standards
1 339 (31.53%) Web Services
2 205 (19.07%) Node.js
3 150 (13.95%) CSS
4 148 (13.77%) HTML
5 123 (11.44%) AngularJS
6 96 (8.93%) J2EE
7 93 (8.65%) REST
8 92 (8.56%) Elastic Stack
9 87 (8.09%) .NET
10 83 (7.72%) Kafka
11 77 (7.16%) RESTful
12 73 (6.79%) React
13 65 (6.05%) Spring
14 63 (5.86%) Vue.js
15 62 (5.77%) JSON
16 52 (4.84%) Laravel
17 44 (4.09%) RabbitMQ
18 41 (3.81%) J2SE
19 39 (3.63%) Pandas
20 38 (3.53%) XML
Miscellaneous
1 80 (7.44%) Linux Command Line
2 69 (6.42%) Public Cloud
3 66 (6.14%) Self-Motivation
4 55 (5.12%) Analytical Skills
5 48 (4.47%) Data Centre
6 45 (4.19%) Hybrid Cloud
7 35 (3.26%) Mobile App
8 33 (3.07%) Data Structures
8 33 (3.07%) Private Cloud
9 31 (2.88%) Algorithms
10 28 (2.60%) Greenfield Project
10 28 (2.60%) User Experience
11 24 (2.23%) Fixed Income
12 21 (1.95%) Cloud Native
12 21 (1.95%) Replication
13 19 (1.77%) Derivative
14 16 (1.49%) Equities
15 15 (1.40%) Clustering
16 14 (1.30%) Foreign Exchange (FX)
16 14 (1.30%) Management Information System
Operating Systems
1 375 (34.88%) Linux
2 156 (14.51%) Windows
3 49 (4.56%) Windows Server
4 48 (4.47%) Unix
5 39 (3.63%) Red Hat Enterprise Linux
6 31 (2.88%) Ubuntu
7 27 (2.51%) CentOS
8 21 (1.95%) Android
9 20 (1.86%) Apple iOS
10 13 (1.21%) Amazon Linux
11 10 (0.93%) Fedora
12 6 (0.56%) Windows 10
13 5 (0.47%) Debian
13 5 (0.47%) VMS
14 2 (0.19%) CoreOS
15 1 (0.093%) Solaris
15 1 (0.093%) SUSE
15 1 (0.093%) VyOS
15 1 (0.093%) Windows 7
15 1 (0.093%) Windows Server 2012
Processes & Methodologies
1 542 (50.42%) DevOps
2 535 (49.77%) Agile Software Development
3 214 (19.91%) Software Engineering
4 210 (19.53%) Microservices
5 188 (17.49%) Analytics
6 187 (17.40%) Continuous Integration
7 134 (12.47%) Scrum
8 115 (10.70%) Infrastructure as Code
8 115 (10.70%) Machine Learning
9 114 (10.60%) Configuration Management
10 113 (10.51%) Open Source
11 101 (9.40%) Mentoring
12 98 (9.12%) Business Intelligence
12 98 (9.12%) Migration
13 94 (8.74%) Data Science
13 94 (8.74%) TDD
14 90 (8.37%) Test Automation
15 89 (8.28%) Computer Science
16 87 (8.09%) Deployment Automation
17 82 (7.63%) Continuous Improvement
Programming Languages
1 483 (44.93%) Python
2 323 (30.05%) Java
3 264 (24.56%) JavaScript
4 232 (21.58%) SQL
5 115 (10.70%) Ruby
6 114 (10.60%) Bash Shell
7 107 (9.95%) PHP
8 100 (9.30%) C#
9 82 (7.63%) PowerShell
10 64 (5.95%) Shell Script
11 54 (5.02%) Scala
12 42 (3.91%) Go
13 37 (3.44%) Java 8
14 35 (3.26%) TypeScript
15 32 (2.98%) C++
16 16 (1.49%) ES6
17 15 (1.40%) Perl
18 14 (1.30%) R
19 10 (0.93%) T-SQL
20 8 (0.74%) Clojure
Qualifications
1 117 (10.88%) Degree
2 80 (7.44%) AWS Certification
3 45 (4.19%) Security Cleared
4 44 (4.09%) Computer Science Degree
5 23 (2.14%) SC Cleared
6 11 (1.02%) Network+ Certification
7 7 (0.65%) Microsoft Certification
8 6 (0.56%) Master's Degree
9 5 (0.47%) CCNA
9 5 (0.47%) CCNP
9 5 (0.47%) Cisco Certification
9 5 (0.47%) MCSE
9 5 (0.47%) Numerate Degree
10 4 (0.37%) MCSA
10 4 (0.37%) PhD
10 4 (0.37%) Postgraduate
11 3 (0.28%) CCA
11 3 (0.28%) CESG Certified Professional
11 3 (0.28%) Citrix Certification
11 3 (0.28%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 39 (3.63%) QA
2 27 (2.51%) Data Quality
3 17 (1.58%) ISO/IEC 27001
4 14 (1.30%) SLA
5 7 (0.65%) GDPR
5 7 (0.65%) NCSC
6 6 (0.56%) ISO 9001
7 4 (0.37%) PCI DSS
8 2 (0.19%) COBIT
9 1 (0.093%) EMIR
9 1 (0.093%) MiFID
9 1 (0.093%) NIST
System Software
1 360 (33.49%) Docker
2 65 (6.05%) Active Directory
3 53 (4.93%) VMware Infrastructure
4 36 (3.35%) Virtual Machines
5 31 (2.88%) Hyper-V
6 23 (2.14%) Varnish
7 15 (1.40%) Apache Flume
7 15 (1.40%) HDFS
8 12 (1.12%) vSphere
9 11 (1.02%) NFS
10 10 (0.93%) Apache ZooKeeper
10 10 (0.93%) Squid
11 6 (0.56%) VMware ESXi
12 5 (0.47%) Virtual Desktop
12 5 (0.47%) XenApp
12 5 (0.47%) XenDesktop
13 3 (0.28%) Microsoft App-V
14 2 (0.19%) VMware Server
14 2 (0.19%) Xen
15 1 (0.093%) Firmware
Systems Management
1 317 (29.49%) Terraform
2 278 (25.86%) Ansible
3 233 (21.67%) Kubernetes
4 139 (12.93%) Puppet
5 99 (9.21%) Opscode Chef
6 76 (7.07%) Kibana
7 49 (4.56%) Nagios
8 48 (4.47%) logstash
9 44 (4.09%) Prometheus
10 43 (4.00%) Packer
11 24 (2.23%) ZABBIX
12 21 (1.95%) Docker Swarm
13 20 (1.86%) Grafana
14 15 (1.40%) Graphite
15 11 (1.02%) Hadoop YARN
16 8 (0.74%) Consul
17 6 (0.56%) Red Hat Satellite
17 6 (0.56%) SCCM
18 5 (0.47%) Oozie
18 5 (0.47%) Salt
Vendors
1 107 (9.95%) Microsoft
2 82 (7.63%) Splunk
3 74 (6.88%) Google
4 59 (5.49%) VMware
5 53 (4.93%) Oracle
6 33 (3.07%) New Relic
7 29 (2.70%) Red Hat
8 28 (2.60%) Tableau
9 26 (2.42%) Informatica
10 23 (2.14%) Atlassian
11 20 (1.86%) HP
12 19 (1.77%) Veeam
13 18 (1.67%) SaltStack
13 18 (1.67%) Trend Micro
14 14 (1.30%) Citrix
14 14 (1.30%) Talend
15 13 (1.21%) Dell
15 13 (1.21%) Supermicro
16 12 (1.12%) Symantec
17 11 (1.02%) AppDynamics