Period
to 19 September 2019

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

Amazon Simple Storage Service (S3)
UK > England
6 months to
19 Sep 2019
Same period 2018 Same period 2017
Rank 355 505 718
Rank change year-on-year +150 +213 +71
Permanent jobs citing Amazon S3 1,132 888 496
As % of all permanent IT jobs advertised in England 0.87% 0.57% 0.30%
As % of the Cloud Services category 2.77% 2.30% 1.60%
Number of salaries quoted 854 769 397
England median annual salary £72,500 £65,000 £56,000
Median salary % change year-on-year +11.54% +16.07% -2.61%
10th Percentile £44,426 £40,000 £34,000
90th Percentile £118,750 £92,500 £90,000
UK median annual salary £72,500 £65,000 £55,500
% change year-on-year +11.54% +17.12% -3.48%

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 40,921 38,587 31,000
As % of all permanent IT jobs advertised in England 31.34% 24.70% 18.61%
Number of salaries quoted 33,516 31,502 25,719
England median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% -
10th Percentile £30,000 £30,000 £28,500
90th Percentile £90,000 £85,000 £80,000
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 September 2019.

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 September 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
London +130 757 £80,000 +14.29% 114
North of England +51 141 £60,750 +5.65% 18
North West +83 116 £62,500 +4.17% 15
South East +26 86 £67,500 +12.50% 5
Midlands +42 74 £65,000 +8.33% 9
West Midlands +41 70 £67,500 +12.50% 4
South West -13 47 £55,000 +10.00% 8
East of England +74 22 £62,500 -13.79% 10
North East +36 15 £57,275 -11.88%
Yorkshire -5 10 £57,275 +43.19% 3
East Midlands +4 4 £52,500 -4.55% 5
Amazon S3
UK

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

1 1,100 (97.17%) AWS
2 684 (60.42%) Amazon EC2
3 621 (54.86%) Agile Software Development
4 587 (51.86%) Serverless
5 583 (51.50%) AWS Lambda
6 556 (49.12%) Python
7 474 (41.87%) DevOps
8 471 (41.61%) Amazon RDS
9 422 (37.28%) Java
10 387 (34.19%) Web Services
11 351 (31.01%) Software Engineering
12 348 (30.74%) Docker
13 315 (27.83%) Amazon SQS
14 301 (26.59%) Linux
15 289 (25.53%) Finance
16 283 (25.00%) Terraform
17 269 (23.76%) Amazon CloudWatch
18 260 (22.97%) Kubernetes
19 250 (22.08%) Amazon DynamoDB
20 248 (21.91%) JavaScript
21 247 (21.82%) SQL
21 247 (21.82%) AWS CloudFormation
22 236 (20.85%) Jenkins
23 228 (20.14%) Amazon ECS
24 219 (19.35%) Git (software)
25 212 (18.73%) Node.js
26 210 (18.55%) Microservices
27 207 (18.29%) Virtual Private Cloud
28 206 (18.20%) Ansible
29 194 (17.14%) Analytics

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
1 153 (13.52%) Elasticsearch
2 86 (7.60%) Apache Spark
3 57 (5.04%) Apache
4 34 (3.00%) IIS
5 30 (2.65%) Confluence
6 21 (1.86%) Apache Airflow
7 19 (1.68%) SharePoint
8 17 (1.50%) nginx
9 12 (1.06%) Jupyter
9 12 (1.06%) Tomcat
10 7 (0.62%) Cloud Foundry
11 5 (0.44%) Luigi
11 5 (0.44%) MS Exchange
11 5 (0.44%) SAS
11 5 (0.44%) Skype for Business
12 4 (0.35%) CMS
13 3 (0.27%) Apache Solr
13 3 (0.27%) Tornado
13 3 (0.27%) WordPress
14 2 (0.18%) OpenStack
Applications
1 5 (0.44%) Microsoft Excel
1 5 (0.44%) Microsoft Office
2 3 (0.27%) Microsoft PowerPoint
3 2 (0.18%) Chatbot
4 1 (0.088%) Adobe Illustrator
4 1 (0.088%) MS Visio
Business Applications
1 5 (0.44%) Magento
2 4 (0.35%) Dynamics CRM
2 4 (0.35%) SAP ERP
3 3 (0.27%) Payment Gateway
4 2 (0.18%) Remedy ITSM
4 2 (0.18%) Shopify
5 1 (0.088%) Infor M3
Cloud Services
1 1,100 (97.17%) AWS
2 684 (60.42%) Amazon EC2
3 587 (51.86%) Serverless
4 583 (51.50%) AWS Lambda
5 315 (27.83%) Amazon SQS
6 269 (23.76%) Amazon CloudWatch
7 247 (21.82%) AWS CloudFormation
8 228 (20.14%) Amazon ECS
9 207 (18.29%) Virtual Private Cloud
10 186 (16.43%) Azure
11 122 (10.78%) Route 53
12 114 (10.07%) Amazon ELB
13 106 (9.36%) AWS Elastic Beanstalk
14 105 (9.28%) Amazon EMR
15 98 (8.66%) Amazon Kinesis
16 81 (7.16%) CloudFront
17 70 (6.18%) GitHub
18 67 (5.92%) OpenShift
19 52 (4.59%) AWS Fargate
20 49 (4.33%) GCP
Communications & Networking
1 75 (6.63%) DNS
2 44 (3.89%) Firewall
3 36 (3.18%) TCP/IP
4 29 (2.56%) DHCP
5 23 (2.03%) VPN
6 14 (1.24%) HTTP
7 11 (0.97%) SSL
8 10 (0.88%) Internet
8 10 (0.88%) VoIP
9 9 (0.80%) FTP
9 9 (0.80%) Network Security
10 7 (0.62%) SMTP
11 6 (0.53%) LAN
11 6 (0.53%) STUN
11 6 (0.53%) WAN
12 4 (0.35%) Asterisk PBX
12 4 (0.35%) Cisco ASA
12 4 (0.35%) CTI
12 4 (0.35%) F5 BIG-IP LTM
12 4 (0.35%) SAN
Database & Business Intelligence
1 471 (41.61%) Amazon RDS
2 250 (22.08%) Amazon DynamoDB
3 159 (14.05%) Big Data
4 155 (13.69%) MongoDB
5 150 (13.25%) NoSQL
6 143 (12.63%) Amazon Athena
7 141 (12.46%) Amazon Redshift
8 106 (9.36%) MySQL
9 89 (7.86%) PostgreSQL
10 74 (6.54%) Hadoop
11 69 (6.10%) SQL Server
12 65 (5.74%) Apache Hive
13 59 (5.21%) Redis
14 55 (4.86%) Data Warehouse
15 40 (3.53%) Relational Database
16 31 (2.74%) MariaDB
17 27 (2.39%) Data Lake
17 27 (2.39%) Presto
18 26 (2.30%) BigQuery
19 25 (2.21%) Azure SQL Database
Development Applications
1 236 (20.85%) Jenkins
2 219 (19.35%) Git (software)
3 101 (8.92%) Maven
4 73 (6.45%) Artifactory
5 68 (6.01%) GitLab
6 63 (5.57%) Gradle
7 57 (5.04%) JIRA
8 52 (4.59%) Bitbucket
9 41 (3.62%) TeamCity
10 39 (3.45%) Octopus Deploy
11 28 (2.47%) Subversion
12 26 (2.30%) RStudio
13 23 (2.03%) JUnit
14 21 (1.86%) Travis CI
15 19 (1.68%) Atlassian Bamboo
16 14 (1.24%) Selenium
16 14 (1.24%) Vagrant
17 13 (1.15%) Cucumber
18 8 (0.71%) Ant
18 8 (0.71%) ProC
General
1 289 (25.53%) Finance
2 146 (12.90%) Front Office
3 33 (2.92%) Retail
4 32 (2.83%) Banking
5 27 (2.39%) Manufacturing
6 26 (2.30%) Marketing
7 14 (1.24%) Games
8 13 (1.15%) Public Sector
9 11 (0.97%) Investment Banking
10 10 (0.88%) Publishing
10 10 (0.88%) Telecoms
11 9 (0.80%) Billing
12 7 (0.62%) Law
12 7 (0.62%) Legal
13 6 (0.53%) Advertising
14 4 (0.35%) Electronics
14 4 (0.35%) Retail Banking
15 2 (0.18%) Pharmaceutical
16 1 (0.088%) Automotive
16 1 (0.088%) Financial Institution
Job Titles
1 406 (35.87%) Developer
2 208 (18.37%) DevOps Engineer
3 180 (15.90%) AWS Engineer
4 145 (12.81%) Java Developer
5 122 (10.78%) Architect
6 110 (9.72%) AWS Developer
7 108 (9.54%) Data Engineer
8 102 (9.01%) Software Engineer
9 97 (8.57%) Senior Developer
10 76 (6.71%) Python Developer
11 73 (6.45%) AWS DevOps
12 71 (6.27%) Senior Software Engineer
13 66 (5.83%) Senior DevOps
13 66 (5.83%) Senior DevOps Engineer
14 62 (5.48%) AWS DevOps Engineer
15 57 (5.04%) Cloud Engineer
15 57 (5.04%) Senior Java Developer
16 53 (4.68%) Python Engineer
17 48 (4.24%) Senior Data Engineer
18 46 (4.06%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 387 (34.19%) Web Services
2 212 (18.73%) Node.js
3 116 (10.25%) CSS
3 116 (10.25%) HTML
4 113 (9.98%) J2EE
5 110 (9.72%) Spring
6 97 (8.57%) .NET
7 94 (8.30%) AngularJS
8 92 (8.13%) Kafka
9 77 (6.80%) RESTful
10 73 (6.45%) React
11 68 (6.01%) Pandas
12 67 (5.92%) JSON
13 66 (5.83%) Elastic Stack
14 65 (5.74%) Hibernate
15 57 (5.04%) RabbitMQ
16 56 (4.95%) Spring Boot
17 55 (4.86%) REST
18 51 (4.51%) J2SE
19 48 (4.24%) XML
Miscellaneous
1 149 (13.16%) Fixed Income
2 87 (7.69%) Greenfield Project
3 73 (6.45%) Derivative
4 58 (5.12%) Linux Command Line
5 57 (5.04%) Public Cloud
6 55 (4.86%) Enterprise Software
6 55 (4.86%) Equities
6 55 (4.86%) Foreign Exchange (FX)
7 47 (4.15%) Analytical Skills
8 40 (3.53%) Data Centre
9 39 (3.45%) Self-Motivation
10 35 (3.09%) Private Cloud
11 33 (2.92%) Reference Data
12 26 (2.30%) Algorithms
12 26 (2.30%) Data Structures
13 24 (2.12%) Replication
13 24 (2.12%) User Experience
14 23 (2.03%) Hybrid Cloud
15 22 (1.94%) Cloud Native
16 19 (1.68%) Clustering
Operating Systems
1 301 (26.59%) Linux
2 125 (11.04%) Windows
3 53 (4.68%) Unix
4 46 (4.06%) Windows Server
5 36 (3.18%) Red Hat Enterprise Linux
6 25 (2.21%) Ubuntu
7 19 (1.68%) CentOS
8 9 (0.80%) Amazon Linux
9 8 (0.71%) Android
9 8 (0.71%) Apple iOS
10 7 (0.62%) Windows 10
11 5 (0.44%) Fedora
12 4 (0.35%) Debian
12 4 (0.35%) Mac OS X
13 2 (0.18%) CoreOS
14 1 (0.088%) Embedded Linux
14 1 (0.088%) SUSE
14 1 (0.088%) VyOS
14 1 (0.088%) Windows 7
Processes & Methodologies
1 621 (54.86%) Agile Software Development
2 474 (41.87%) DevOps
3 351 (31.01%) Software Engineering
4 210 (18.55%) Microservices
5 194 (17.14%) Analytics
6 180 (15.90%) Asset Management
7 160 (14.13%) Continuous Integration
8 151 (13.34%) Mentoring
9 106 (9.36%) Business Intelligence
10 105 (9.28%) Configuration Management
11 104 (9.19%) Problem-Solving
12 102 (9.01%) TDD
13 96 (8.48%) Infrastructure as Code
14 93 (8.22%) Migration
15 91 (8.04%) Machine Learning
16 87 (7.69%) Data Science
17 80 (7.07%) ETL
18 77 (6.80%) Deployment Automation
18 77 (6.80%) Scrum
19 73 (6.45%) E-Commerce
Programming Languages
1 556 (49.12%) Python
2 422 (37.28%) Java
3 248 (21.91%) JavaScript
4 247 (21.82%) SQL
5 119 (10.51%) R
6 108 (9.54%) C#
7 99 (8.75%) Bash Shell
8 88 (7.77%) Ruby
9 74 (6.54%) PHP
10 66 (5.83%) Java 8
11 64 (5.65%) PowerShell
11 64 (5.65%) Scala
12 51 (4.51%) C++
12 51 (4.51%) Shell Script
13 34 (3.00%) Go
14 13 (1.15%) C
14 13 (1.15%) Perl
15 12 (1.06%) TypeScript
16 10 (0.88%) Clojure
16 10 (0.88%) PL/SQL
Qualifications
1 89 (7.86%) Degree
2 48 (4.24%) AWS Certification
3 21 (1.86%) Computer Science Degree
4 19 (1.68%) Security Cleared
5 15 (1.33%) Network+ Certification
6 12 (1.06%) SC Cleared
7 7 (0.62%) Microsoft Certification
8 4 (0.35%) A+ Certification
9 3 (0.27%) CCNA
9 3 (0.27%) Cisco Certification
9 3 (0.27%) Numerate Degree
10 2 (0.18%) BPSS Clearance
10 2 (0.18%) CCNP
10 2 (0.18%) ISEB
10 2 (0.18%) MCSA
10 2 (0.18%) MCSE
10 2 (0.18%) PhD
11 1 (0.088%) CCA
11 1 (0.088%) Citrix Certification
11 1 (0.088%) MCP
Quality Assurance & Compliance
1 42 (3.71%) QA
2 23 (2.03%) Data Quality
3 15 (1.33%) ISO/IEC 27001
4 13 (1.15%) SLA
5 5 (0.44%) GDPR
6 4 (0.35%) PCI DSS
7 3 (0.27%) EMIR
7 3 (0.27%) MiFID
8 2 (0.18%) NIST
9 1 (0.088%) COBIT
9 1 (0.088%) NCSC
System Software
1 348 (30.74%) Docker
2 59 (5.21%) Active Directory
3 51 (4.51%) VMware Infrastructure
4 45 (3.98%) Hyper-V
5 39 (3.45%) HDFS
6 30 (2.65%) Virtual Machines
7 18 (1.59%) Varnish
8 10 (0.88%) XenApp
9 9 (0.80%) Apache ZooKeeper
10 8 (0.71%) Apache Flume
11 7 (0.62%) NFS
11 7 (0.62%) vSphere
12 6 (0.53%) Microsoft App-V
13 5 (0.44%) Squid
14 4 (0.35%) OpenSSH
14 4 (0.35%) Xen
15 3 (0.27%) Virtual Desktop
16 2 (0.18%) VMware Server
17 1 (0.088%) Firmware
17 1 (0.088%) Postfix
Systems Management
1 283 (25.00%) Terraform
2 260 (22.97%) Kubernetes
3 206 (18.20%) Ansible
4 115 (10.16%) Puppet
5 75 (6.63%) Opscode Chef
6 59 (5.21%) Nagios
7 56 (4.95%) Kibana
8 43 (3.80%) Prometheus
9 40 (3.53%) Packer
10 32 (2.83%) logstash
11 26 (2.30%) Grafana
12 25 (2.21%) Docker Swarm
12 25 (2.21%) ZABBIX
13 11 (0.97%) Graphite
13 11 (0.97%) Hadoop YARN
14 8 (0.71%) Oozie
14 8 (0.71%) Rancher
14 8 (0.71%) rkt
15 7 (0.62%) Red Hat Satellite
15 7 (0.62%) SCCM
Vendors
1 83 (7.33%) Microsoft
2 69 (6.10%) Google
3 67 (5.92%) Splunk
4 59 (5.21%) VMware
5 50 (4.42%) Oracle
6 40 (3.53%) Sage
7 35 (3.09%) Tableau
8 25 (2.21%) New Relic
9 21 (1.86%) Informatica
10 20 (1.77%) HP
11 19 (1.68%) Red Hat
12 18 (1.59%) Atlassian
13 15 (1.33%) AppDynamics
14 14 (1.24%) Databricks
14 14 (1.24%) Talend
14 14 (1.24%) Veeam
15 13 (1.15%) Dell
15 13 (1.15%) SAP
15 13 (1.15%) Supermicro
16 12 (1.06%) Symantec