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

Amazon Simple Storage Service (S3)
UK > England
6 months to
19 Nov 2019
Same period 2018 Same period 2017
Rank 349 503 705
Rank change year-on-year +154 +202 +64
Permanent jobs citing Amazon S3 1,122 862 517
As % of all permanent IT jobs advertised in England 0.89% 0.57% 0.31%
As % of the Cloud Services category 2.73% 2.24% 1.58%
Number of salaries quoted 910 722 411
England median annual salary £72,500 £65,000 £62,500
Median salary % change year-on-year +11.54% +4.00% +8.70%
10th Percentile £44,943 £41,250 £40,000
90th Percentile £120,000 £92,500 £90,000
UK median annual salary £72,500 £65,000 £62,500
% change year-on-year +11.54% +4.00% +8.70%

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 41,156 38,506 32,796
As % of all permanent IT jobs advertised in England 32.57% 25.52% 19.61%
Number of salaries quoted 33,889 31,214 27,269
England median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +1.94%
10th Percentile £30,000 £30,000 £27,700
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 November 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 November 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 +135 759 £80,000 +14.29% 108
North of England +107 162 £62,500 +4.17% 28
North West +98 125 £62,500 +4.17% 16
South East +8 79 £65,000 +10.64% 17
Midlands +2 57 £57,500 -4.17% 10
West Midlands +10 53 £57,500 -4.17% 6
South West -21 35 £47,500 -13.64% 6
East of England +61 22 £70,000 +16.67% 5
Yorkshire +19 20 £57,275 +66.01% 11
North East +33 17 £57,275 +34.76% 1
East Midlands +15 4 £52,500 -4.55% 4
Amazon S3
UK

For the 6 months to 19 November 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 1,083 (96.52%) AWS
2 633 (56.42%) Agile Software Development
3 621 (55.35%) Amazon EC2
4 609 (54.28%) Serverless
5 605 (53.92%) AWS Lambda
6 572 (50.98%) Python
7 465 (41.44%) Java
8 461 (41.09%) Amazon RDS
9 425 (37.88%) DevOps
10 376 (33.51%) Software Engineering
11 362 (32.26%) Web Services
12 343 (30.57%) Docker
13 307 (27.36%) Finance
14 306 (27.27%) Amazon SQS
15 275 (24.51%) AWS CloudFormation
16 266 (23.71%) Linux
17 264 (23.53%) Amazon DynamoDB
17 264 (23.53%) Terraform
18 256 (22.82%) SQL
19 244 (21.75%) Amazon ECS
20 236 (21.03%) Kubernetes
21 227 (20.23%) Jenkins
22 223 (19.88%) Microservices
23 211 (18.81%) JavaScript
24 208 (18.54%) Amazon CloudWatch
25 204 (18.18%) Big Data
26 200 (17.83%) Azure
27 198 (17.65%) Node.js
28 191 (17.02%) Asset Management
29 179 (15.95%) NoSQL

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
1 129 (11.50%) Elasticsearch
2 102 (9.09%) Apache Spark
3 75 (6.68%) Apache
4 33 (2.94%) Confluence
5 30 (2.67%) Apache Airflow
6 24 (2.14%) nginx
7 20 (1.78%) IIS
8 17 (1.52%) Tomcat
9 13 (1.16%) Jupyter
10 11 (0.98%) SharePoint
11 5 (0.45%) Luigi
11 5 (0.45%) MS Exchange
12 3 (0.27%) CMS
12 3 (0.27%) WordPress
13 2 (0.18%) Apache Solr
13 2 (0.18%) Cloud Foundry
13 2 (0.18%) Drupal
13 2 (0.18%) Oracle SOA Suite
14 1 (0.089%) GlassFish
14 1 (0.089%) Oracle Workflow
Applications
1 6 (0.53%) Microsoft Office
2 5 (0.45%) Microsoft Excel
3 3 (0.27%) Adobe Illustrator
3 3 (0.27%) Microsoft PowerPoint
4 1 (0.089%) Chatbot
4 1 (0.089%) Figma
4 1 (0.089%) Photoshop
4 1 (0.089%) Simulink
4 1 (0.089%) Sketch
Business Applications
1 7 (0.62%) Dynamics CRM
2 2 (0.18%) Eikon
2 2 (0.18%) Magento
2 2 (0.18%) Remedy ITSM
2 2 (0.18%) Shopify
3 1 (0.089%) Payment Gateway
3 1 (0.089%) SAP ERP
Cloud Services
1 1,083 (96.52%) AWS
2 621 (55.35%) Amazon EC2
3 609 (54.28%) Serverless
4 605 (53.92%) AWS Lambda
5 306 (27.27%) Amazon SQS
6 275 (24.51%) AWS CloudFormation
7 244 (21.75%) Amazon ECS
8 208 (18.54%) Amazon CloudWatch
9 200 (17.83%) Azure
10 171 (15.24%) Virtual Private Cloud
11 115 (10.25%) Amazon Kinesis
12 112 (9.98%) Amazon ELB
13 106 (9.45%) Route 53
14 103 (9.18%) Amazon EMR
15 93 (8.29%) CloudFront
16 85 (7.58%) OpenShift
17 83 (7.40%) AWS Elastic Beanstalk
18 75 (6.68%) GitHub
19 67 (5.97%) SaaS
20 57 (5.08%) GCP
Communications & Networking
1 57 (5.08%) DNS
2 32 (2.85%) Firewall
3 21 (1.87%) TCP/IP
4 20 (1.78%) DHCP
4 20 (1.78%) HTTP
5 18 (1.60%) VPN
6 14 (1.25%) SSL
7 10 (0.89%) FTP
8 7 (0.62%) Network Security
9 6 (0.53%) LAN
9 6 (0.53%) WAN
10 4 (0.36%) CTI
11 3 (0.27%) F5 BIG-IP GTM
11 3 (0.27%) F5 BIG-IP LTM
11 3 (0.27%) HTTPS
11 3 (0.27%) Internet
11 3 (0.27%) SAN
11 3 (0.27%) SMS
11 3 (0.27%) SMTP
12 2 (0.18%) Kerberos
Database & Business Intelligence
1 461 (41.09%) Amazon RDS
2 264 (23.53%) Amazon DynamoDB
3 204 (18.18%) Big Data
4 179 (15.95%) NoSQL
5 147 (13.10%) Amazon Redshift
6 133 (11.85%) Amazon Athena
7 131 (11.68%) MongoDB
8 107 (9.54%) MySQL
9 98 (8.73%) Hadoop
10 94 (8.38%) PostgreSQL
11 91 (8.11%) Apache Hive
12 90 (8.02%) SQL Server
13 52 (4.63%) Data Warehouse
14 48 (4.28%) Redis
15 42 (3.74%) Presto
16 37 (3.30%) HDInsight
17 32 (2.85%) Relational Database
18 31 (2.76%) Amazon Aurora
18 31 (2.76%) BigQuery
19 26 (2.32%) MariaDB
Development Applications
1 227 (20.23%) Jenkins
2 175 (15.60%) Git (software)
3 105 (9.36%) Maven
4 77 (6.86%) Artifactory
5 66 (5.88%) GitLab
5 66 (5.88%) Gradle
6 58 (5.17%) JIRA
7 42 (3.74%) Bitbucket
8 31 (2.76%) Atlassian Bamboo
9 30 (2.67%) Octopus Deploy
10 29 (2.58%) JUnit
10 29 (2.58%) TeamCity
11 25 (2.23%) RStudio
12 23 (2.05%) Subversion
13 17 (1.52%) Cucumber
14 15 (1.34%) CircleCI
15 14 (1.25%) ProC
15 14 (1.25%) Selenium
15 14 (1.25%) Spinnaker
16 12 (1.07%) Travis CI
General
1 307 (27.36%) Finance
2 178 (15.86%) Front Office
3 38 (3.39%) Retail
4 26 (2.32%) Banking
4 26 (2.32%) Public Sector
5 19 (1.69%) Games
6 16 (1.43%) Marketing
7 15 (1.34%) Law
7 15 (1.34%) Manufacturing
8 14 (1.25%) Telecoms
9 12 (1.07%) Legal
10 11 (0.98%) Billing
10 11 (0.98%) Investment Banking
11 8 (0.71%) Advertising
12 5 (0.45%) Publishing
13 4 (0.36%) Electronics
14 3 (0.27%) Automotive
15 2 (0.18%) Music Industry
16 1 (0.089%) Retail Banking
Job Titles
1 398 (35.47%) Developer
2 194 (17.29%) AWS Engineer
3 171 (15.24%) DevOps Engineer
4 170 (15.15%) Java Developer
5 162 (14.44%) Software Engineer
6 148 (13.19%) Architect
7 130 (11.59%) AWS Developer
8 119 (10.61%) Data Engineer
9 108 (9.63%) Senior Developer
10 102 (9.09%) Senior Software Engineer
11 99 (8.82%) Python Developer
12 78 (6.95%) Python Engineer
13 69 (6.15%) AWS DevOps
14 67 (5.97%) AWS Software Engineer
15 63 (5.61%) Cloud Engineer
16 61 (5.44%) AWS DevOps Engineer
17 60 (5.35%) Senior Data Engineer
18 59 (5.26%) Developer/Software Engineer
19 53 (4.72%) Senior Java Developer
20 52 (4.63%) Senior DevOps
Libraries, Frameworks & Software Standards
1 362 (32.26%) Web Services
2 198 (17.65%) Node.js
3 129 (11.50%) Spring
4 109 (9.71%) CSS
5 108 (9.63%) HTML
6 97 (8.65%) J2EE
7 88 (7.84%) Kafka
8 85 (7.58%) .NET
9 75 (6.68%) Spring Boot
10 73 (6.51%) Hibernate
11 72 (6.42%) React
12 69 (6.15%) RESTful
13 68 (6.06%) AngularJS
14 65 (5.79%) Pandas
15 64 (5.70%) JSON
16 52 (4.63%) J2SE
16 52 (4.63%) Lambda Expressions
17 49 (4.37%) Elastic Stack
17 49 (4.37%) RabbitMQ
18 48 (4.28%) NumPy
Miscellaneous
1 178 (15.86%) Fixed Income
2 121 (10.78%) Greenfield Project
3 71 (6.33%) Linux Command Line
4 66 (5.88%) Derivative
5 64 (5.70%) Foreign Exchange (FX)
5 64 (5.70%) Public Cloud
6 63 (5.61%) Equities
7 54 (4.81%) Enterprise Software
8 51 (4.55%) Analytical Skills
9 45 (4.01%) Reference Data
10 40 (3.57%) User Experience
11 36 (3.21%) Self-Motivation
12 33 (2.94%) Algorithms
12 33 (2.94%) Cloud Native
12 33 (2.94%) Hybrid Cloud
12 33 (2.94%) Private Cloud
13 32 (2.85%) Data Centre
14 30 (2.67%) Data Structures
15 23 (2.05%) Replication
16 17 (1.52%) Clustering
Operating Systems
1 266 (23.71%) Linux
2 106 (9.45%) Windows
3 47 (4.19%) Unix
4 29 (2.58%) Windows Server
5 28 (2.50%) Red Hat Enterprise Linux
6 18 (1.60%) Ubuntu
7 14 (1.25%) CentOS
8 13 (1.16%) Android
8 13 (1.16%) Apple iOS
9 8 (0.71%) Embedded Linux
10 4 (0.36%) Amazon Linux
10 4 (0.36%) Mac OS X
11 3 (0.27%) CoreOS
11 3 (0.27%) Debian
11 3 (0.27%) VyOS
11 3 (0.27%) Windows Server 2012
12 1 (0.089%) SUSE
12 1 (0.089%) Windows 10
12 1 (0.089%) Windows 7
Processes & Methodologies
1 633 (56.42%) Agile Software Development
2 425 (37.88%) DevOps
3 376 (33.51%) Software Engineering
4 223 (19.88%) Microservices
5 191 (17.02%) Asset Management
6 172 (15.33%) Analytics
7 152 (13.55%) Mentoring
8 134 (11.94%) Continuous Integration
9 111 (9.89%) ETL
9 111 (9.89%) TDD
10 108 (9.63%) Business Intelligence
11 96 (8.56%) Data Science
12 91 (8.11%) Machine Learning
13 89 (7.93%) Data Modelling
14 85 (7.58%) Problem-Solving
15 83 (7.40%) Scrum
16 80 (7.13%) Infrastructure as Code
17 76 (6.77%) Data Engineering
17 76 (6.77%) Decision-Making
17 76 (6.77%) Infrastructure Engineering
Programming Languages
1 572 (50.98%) Python
2 465 (41.44%) Java
3 256 (22.82%) SQL
4 211 (18.81%) JavaScript
5 154 (13.73%) R
6 90 (8.02%) C#
7 77 (6.86%) Java 8
8 73 (6.51%) Bash Shell
9 67 (5.97%) Scala
10 65 (5.79%) Ruby
11 60 (5.35%) Shell Script
12 58 (5.17%) C++
13 56 (4.99%) PowerShell
14 46 (4.10%) Go
15 44 (3.92%) PHP
16 26 (2.32%) C
17 15 (1.34%) TypeScript
18 14 (1.25%) PL/SQL
19 12 (1.07%) Kotlin
20 11 (0.98%) Perl
Qualifications
1 62 (5.53%) Degree
2 39 (3.48%) AWS Certification
3 12 (1.07%) Computer Science Degree
4 8 (0.71%) Network+ Certification
5 4 (0.36%) A+ Certification
5 4 (0.36%) SC Cleared
5 4 (0.36%) Security Cleared
6 3 (0.27%) CCNA
6 3 (0.27%) Cisco Certification
6 3 (0.27%) Microsoft Certification
7 2 (0.18%) BPSS Clearance
7 2 (0.18%) CCNP
7 2 (0.18%) ISEB
7 2 (0.18%) ITIL Certification
7 2 (0.18%) LPIC
7 2 (0.18%) Master's Degree
7 2 (0.18%) MCP
7 2 (0.18%) PhD
8 1 (0.089%) MCSA
8 1 (0.089%) MCTS
Quality Assurance & Compliance
1 48 (4.28%) QA
2 17 (1.52%) Data Quality
3 13 (1.16%) ISO/IEC 27001
4 12 (1.07%) GDPR
5 10 (0.89%) PCI DSS
6 7 (0.62%) SLA
7 3 (0.27%) EMIR
7 3 (0.27%) MiFID
8 2 (0.18%) NIST
9 1 (0.089%) CDISC
9 1 (0.089%) HL7
System Software
1 343 (30.57%) Docker
2 64 (5.70%) Active Directory
3 62 (5.53%) HDFS
4 46 (4.10%) VMware Infrastructure
5 40 (3.57%) Hyper-V
6 25 (2.23%) Virtual Machines
7 11 (0.98%) XenApp
8 8 (0.71%) Virtual Desktop
9 7 (0.62%) OpenSSH
10 6 (0.53%) Microsoft App-V
10 6 (0.53%) NFS
10 6 (0.53%) vSphere
11 5 (0.45%) Apache Flume
11 5 (0.45%) Xen
12 4 (0.36%) Apache ZooKeeper
13 3 (0.27%) Postfix
14 2 (0.18%) Varnish
15 1 (0.089%) Firmware
15 1 (0.089%) OpenAM
15 1 (0.089%) zsh
Systems Management
1 264 (23.53%) Terraform
2 236 (21.03%) Kubernetes
3 167 (14.88%) Ansible
4 102 (9.09%) Puppet
5 65 (5.79%) Opscode Chef
6 41 (3.65%) Kibana
7 40 (3.57%) Nagios
8 38 (3.39%) Packer
9 36 (3.21%) Prometheus
10 27 (2.41%) logstash
11 21 (1.87%) ZABBIX
12 18 (1.60%) Grafana
13 17 (1.52%) Docker Swarm
14 16 (1.43%) Hadoop YARN
15 15 (1.34%) SCCM
16 14 (1.25%) Rancher
17 8 (0.71%) Istio
17 8 (0.71%) SCOM
18 7 (0.62%) StatsD
19 6 (0.53%) SCVMM
Vendors
1 64 (5.70%) Microsoft
2 56 (4.99%) Splunk
3 55 (4.90%) VMware
4 52 (4.63%) Google
5 50 (4.46%) Oracle
6 40 (3.57%) Sage
7 38 (3.39%) Tableau
8 19 (1.69%) Informatica
9 18 (1.60%) Red Hat
10 17 (1.52%) Databricks
11 16 (1.43%) New Relic
11 16 (1.43%) Talend
12 14 (1.25%) Atlassian
12 14 (1.25%) Citrix
12 14 (1.25%) Teradata
13 12 (1.07%) AppDynamics
13 12 (1.07%) HP
13 12 (1.07%) Salesforce.com
14 11 (0.98%) Cloudera
14 11 (0.98%) ServiceNow