Period
to 3 June 2020

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 3 June 2020 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > England
6 months to
3 Jun 2020
Same period 2019 Same period 2018
Rank 374 403 537
Rank change year-on-year +29 +134 +197
Permanent jobs citing Amazon S3 618 1,002 846
As % of all permanent jobs advertised in England 0.77% 0.76% 0.53%
As % of the Cloud Services category 2.17% 2.63% 2.21%
Number of salaries quoted 522 805 757
Median annual salary £65,000 £68,500 £65,000
Median salary % change year-on-year -5.11% +5.38% +18.18%
10th Percentile £45,000 £45,000 £40,000
90th Percentile £88,750 £95,000 £93,750
UK median annual salary £65,000 £67,500 £65,000
% change year-on-year -3.70% +3.85% +18.18%

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 28,526 38,151 38,313
As % of all permanent IT jobs advertised in England 35.37% 28.90% 23.79%
Number of salaries quoted 23,292 31,005 31,462
Median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% +5.00%
10th Percentile £31,500 £31,000 £30,000
90th Percentile £93,750 £87,500 £85,000
UK median annual salary £55,500 £55,000 £52,500
% change year-on-year +0.91% +4.76% +5.00%

Amazon S3
Job Vacancy Trend in England

Job postings citing Amazon S3 as a proportion of all IT jobs advertised in England.

Job vacancy trend for Amazon S3 in England

Amazon S3
Salary Trend in England

3-month moving average salary quoted in jobs citing Amazon S3 in England.

Salary trend for Amazon S3 in England

Amazon S3
Salary Histogram in England

Salary distribution for jobs citing Amazon S3 in England over the 6 months to 3 June 2020.

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 3 June 2020. 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 +21 404 £67,500 -6.90% 32
North of England +57 90 £62,500 +4.17% 13
South East +77 56 £60,000 -4.76% 14
North West +29 52 £60,000 -4.00% 12
Midlands +50 42 £60,000 +9.09% 5
Yorkshire +109 37 £65,000 +8.33% 1
West Midlands +41 37 £60,000 - 4
South West +49 25 £60,000 - 8
East of England +64 10 £67,500 +22.73% 9
East Midlands +53 5 £37,500 -31.82% 1
North East +13 1 £60,323 -3.48%
Amazon S3
UK

For the 6 months to 3 June 2020, 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.

1 612 (99.03%) AWS
2 370 (59.87%) Amazon EC2
3 320 (51.78%) Python
4 276 (44.66%) Serverless
5 265 (42.88%) AWS Lambda
6 258 (41.75%) Amazon RDS
7 251 (40.61%) Agile Software Development
8 215 (34.79%) DevOps
9 193 (31.23%) Java
10 160 (25.89%) SQL
11 155 (25.08%) Amazon DynamoDB
12 152 (24.60%) Docker
13 149 (24.11%) AWS CloudFormation
14 148 (23.95%) Linux
15 145 (23.46%) Terraform
16 137 (22.17%) Virtual Private Cloud
17 128 (20.71%) Jenkins
18 125 (20.23%) JavaScript
19 120 (19.42%) Kubernetes
20 113 (18.28%) PostgreSQL
21 112 (18.12%) Analytics
22 111 (17.96%) Git (software)
23 110 (17.80%) Node.js
24 108 (17.48%) Amazon CloudWatch
25 102 (16.50%) NoSQL
26 100 (16.18%) Big Data
27 99 (16.02%) Ansible
28 97 (15.70%) Amazon Redshift
28 97 (15.70%) Azure
29 93 (15.05%) Amazon ECS

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 87 (14.08%) Apache Spark
2 73 (11.81%) Elasticsearch
3 48 (7.77%) Apache Airflow
4 35 (5.66%) Confluence
5 23 (3.72%) Luigi
6 19 (3.07%) Apache
7 11 (1.78%) Jupyter
8 7 (1.13%) IIS
8 7 (1.13%) Tomcat
9 6 (0.97%) SAS
10 4 (0.65%) Apache Solr
10 4 (0.65%) nginx
11 3 (0.49%) OpenStack
12 1 (0.16%) Adobe Experience Manager
12 1 (0.16%) BizTalk Server
12 1 (0.16%) CMS
12 1 (0.16%) Site Server
Applications
1 5 (0.81%) Microsoft Office
2 4 (0.65%) Adobe Creative Suite
2 4 (0.65%) Microsoft Excel
3 2 (0.32%) Microsoft PowerPoint
Business Applications
1 6 (0.97%) Dynamics CRM
2 5 (0.81%) Payment Gateway
3 2 (0.32%) Eikon
4 1 (0.16%) Remedy ITSM
Cloud Services
1 612 (99.03%) AWS
2 370 (59.87%) Amazon EC2
3 276 (44.66%) Serverless
4 265 (42.88%) AWS Lambda
5 149 (24.11%) AWS CloudFormation
6 137 (22.17%) Virtual Private Cloud
7 108 (17.48%) Amazon CloudWatch
8 97 (15.70%) Azure
9 93 (15.05%) Amazon ECS
10 91 (14.72%) Amazon ELB
10 91 (14.72%) Route 53
11 86 (13.92%) Amazon EMR
12 81 (13.11%) GCP
13 78 (12.62%) SaaS
14 77 (12.46%) Amazon SQS
15 68 (11.00%) AWS Elastic Beanstalk
16 52 (8.41%) GitHub
17 50 (8.09%) Amazon Kinesis
18 42 (6.80%) CloudFront
19 32 (5.18%) Amazon ElastiCache
Communications & Networking
1 28 (4.53%) DNS
2 24 (3.88%) Firewall
3 20 (3.24%) Network Security
4 16 (2.59%) HTTP
5 13 (2.10%) Intrusion Detection
5 13 (2.10%) VPN
6 11 (1.78%) FTP
6 11 (1.78%) TCP/IP
7 10 (1.62%) DHCP
8 9 (1.46%) SMTP
8 9 (1.46%) SSH
9 7 (1.13%) SAN
9 7 (1.13%) Unified Communications
9 7 (1.13%) VoIP
10 6 (0.97%) Fibre Channel
10 6 (0.97%) VLAN
11 5 (0.81%) SSL
12 4 (0.65%) Wi-Fi
13 3 (0.49%) Internet
13 3 (0.49%) ZigBee
Database & Business Intelligence
1 258 (41.75%) Amazon RDS
2 155 (25.08%) Amazon DynamoDB
3 113 (18.28%) PostgreSQL
4 102 (16.50%) NoSQL
5 100 (16.18%) Big Data
6 97 (15.70%) Amazon Redshift
7 74 (11.97%) Amazon Athena
8 68 (11.00%) MySQL
8 68 (11.00%) Redis
9 62 (10.03%) Relational Database
10 52 (8.41%) Hadoop
11 48 (7.77%) MongoDB
12 47 (7.61%) Data Warehouse
13 40 (6.47%) SQL Server
14 39 (6.31%) BigQuery
15 35 (5.66%) Data Lake
16 30 (4.85%) Amazon Aurora
16 30 (4.85%) RDBMS
17 27 (4.37%) Power BI
18 24 (3.88%) Looker
Development Applications
1 128 (20.71%) Jenkins
2 111 (17.96%) Git (software)
3 53 (8.58%) JIRA
4 31 (5.02%) Maven
5 26 (4.21%) Bitbucket
6 22 (3.56%) Atlassian Bamboo
6 22 (3.56%) Gradle
7 21 (3.40%) CircleCI
8 19 (3.07%) GitLab
8 19 (3.07%) Vagrant
9 15 (2.43%) Subversion
10 12 (1.94%) JUnit
10 12 (1.94%) Selenium
11 11 (1.78%) Sonatype Nexus
12 9 (1.46%) Octopus Deploy
12 9 (1.46%) SonarQube
13 8 (1.29%) Codeship
13 8 (1.29%) Mocha
13 8 (1.29%) TeamCity
13 8 (1.29%) webpack
General
1 84 (13.59%) Finance
2 28 (4.53%) Retail
3 22 (3.56%) Public Sector
4 21 (3.40%) Marketing
5 19 (3.07%) Front Office
6 13 (2.10%) Law
6 13 (2.10%) Manufacturing
6 13 (2.10%) Publishing
7 8 (1.29%) Automotive
7 8 (1.29%) Banking
8 6 (0.97%) Legal
9 5 (0.81%) Games
10 4 (0.65%) Advertising
11 3 (0.49%) Retail Banking
11 3 (0.49%) Telecoms
12 2 (0.32%) Back Office
12 2 (0.32%) Investment Banking
13 1 (0.16%) Pharmaceutical
13 1 (0.16%) Police
Job Titles
1 169 (27.35%) Developer
2 113 (18.28%) DevOps Engineer
3 111 (17.96%) Data Engineer
4 92 (14.89%) AWS Engineer
5 63 (10.19%) Senior Developer
6 61 (9.87%) Java Developer
7 51 (8.25%) Architect
8 36 (5.83%) AWS DevOps
8 36 (5.83%) Cloud Engineer
9 31 (5.02%) AWS DevOps Engineer
9 31 (5.02%) Full Stack Developer
10 26 (4.21%) Infrastructure Engineer
11 25 (4.05%) Lead Developer
11 25 (4.05%) Software Engineer
12 23 (3.72%) Python Engineer
12 23 (3.72%) React Developer
12 23 (3.72%) Senior Data Engineer
12 23 (3.72%) Senior Java Developer
13 21 (3.40%) Data Architect
13 21 (3.40%) Solutions Architect
Libraries, Frameworks & Software Standards
1 110 (17.80%) Node.js
2 86 (13.92%) Kafka
3 81 (13.11%) Web Services
4 69 (11.17%) HTML
5 65 (10.52%) Spring
6 59 (9.55%) Spring Boot
7 58 (9.39%) CSS
8 57 (9.22%) React
9 43 (6.96%) HTML5
10 39 (6.31%) AngularJS
10 39 (6.31%) RESTful
11 36 (5.83%) RabbitMQ
12 34 (5.50%) Elastic Stack
13 33 (5.34%) jQuery
14 32 (5.18%) REST
15 30 (4.85%) React Native
16 29 (4.69%) .NET
17 24 (3.88%) PySpark
18 23 (3.72%) Spark Streaming
18 23 (3.72%) Twitter Bootstrap
Miscellaneous
1 36 (5.83%) Data Structures
2 29 (4.69%) Analytical Skills
3 28 (4.53%) User Experience
4 26 (4.21%) Algorithms
5 24 (3.88%) Management Information System
6 21 (3.40%) Linux Command Line
7 19 (3.07%) Greenfield Project
7 19 (3.07%) Self-Motivation
8 18 (2.91%) Data Centre
8 18 (2.91%) Public Cloud
9 16 (2.59%) Cloud Native
10 11 (1.78%) Enterprise Software
11 10 (1.62%) Mobile App
12 9 (1.46%) Fixed Income
12 9 (1.46%) Hedge funds
13 7 (1.13%) Derivative
13 7 (1.13%) Equities
13 7 (1.13%) Life Science
14 6 (0.97%) Hybrid Cloud
15 5 (0.81%) CESG
Operating Systems
1 148 (23.95%) Linux
2 74 (11.97%) Windows
3 38 (6.15%) Unix
4 27 (4.37%) Windows Server
5 20 (3.24%) Android
6 16 (2.59%) Apple iOS
7 14 (2.27%) Red Hat Enterprise Linux
7 14 (2.27%) VMS
8 12 (1.94%) Windows Server 2012
9 9 (1.46%) CentOS
9 9 (1.46%) Windows Server 2016
10 7 (1.13%) CoreOS
10 7 (1.13%) Ubuntu
11 6 (0.97%) Oracle Linux
11 6 (0.97%) Windows Server 2003
11 6 (0.97%) Windows Server 2008
11 6 (0.97%) Windows Server 2019
12 1 (0.16%) Amazon Linux
12 1 (0.16%) Debian
12 1 (0.16%) SUSE
Processes & Methodologies
1 251 (40.61%) Agile Software Development
2 215 (34.79%) DevOps
3 112 (18.12%) Analytics
4 87 (14.08%) Continuous Integration
5 82 (13.27%) Microservices
6 81 (13.11%) ETL
6 81 (13.11%) TDD
7 70 (11.33%) Data Science
8 67 (10.84%) Scrum
9 66 (10.68%) Configuration Management
10 60 (9.71%) Software Engineering
11 58 (9.39%) Computer Science
12 57 (9.22%) Infrastructure as Code
13 54 (8.74%) Machine Learning
14 52 (8.41%) Problem-Solving
15 44 (7.12%) Fintech
15 44 (7.12%) OO
16 43 (6.96%) Business Intelligence
17 42 (6.80%) Artificial Intelligence
18 41 (6.63%) Project Management
Programming Languages
1 320 (51.78%) Python
2 193 (31.23%) Java
3 160 (25.89%) SQL
4 125 (20.23%) JavaScript
5 76 (12.30%) Bash Shell
6 70 (11.33%) Scala
7 41 (6.63%) C#
7 41 (6.63%) Ruby
8 40 (6.47%) PowerShell
9 38 (6.15%) PHP
10 37 (5.99%) C++
11 31 (5.02%) TypeScript
12 26 (4.21%) Java 8
13 22 (3.56%) Go
13 22 (3.56%) Perl
13 22 (3.56%) PL/SQL
14 21 (3.40%) ES6
15 19 (3.07%) R
16 17 (2.75%) C
17 12 (1.94%) Groovy
Qualifications
1 64 (10.36%) Degree
2 46 (7.44%) AWS Certification
3 37 (5.99%) Computer Science Degree
4 21 (3.40%) Security Cleared
5 16 (2.59%) Microsoft Certification
6 15 (2.43%) Cisco Certification
6 15 (2.43%) SC Cleared
7 14 (2.27%) ITIL Certification
8 13 (2.10%) MCSE
9 12 (1.94%) VMware Certified Professional (VCP)
10 9 (1.46%) (ISC)2 CCSP
10 9 (1.46%) CCSP
10 9 (1.46%) CISSP
11 7 (1.13%) CCNA
11 7 (1.13%) MCSA
12 6 (0.97%) MCP
13 5 (0.81%) CESG Certified Professional
14 3 (0.49%) DV Cleared
15 2 (0.32%) PhD
16 1 (0.16%) CCNP
Quality Assurance & Compliance
1 14 (2.27%) SLA
2 9 (1.46%) GDPR
3 8 (1.29%) Data Quality
4 6 (0.97%) QA
5 1 (0.16%) ISO 8583
5 1 (0.16%) ISO 9001
5 1 (0.16%) ISO/IEC 20000
5 1 (0.16%) ISO/IEC 27001
5 1 (0.16%) PCI DSS
5 1 (0.16%) Sarbanes-Oxley
System Software
1 152 (24.60%) Docker
2 24 (3.88%) VMware Infrastructure
3 20 (3.24%) Active Directory
4 13 (2.10%) vSphere
5 8 (1.29%) Virtual Servers
6 6 (0.97%) XenApp
7 5 (0.81%) Apache Flume
7 5 (0.81%) GlusterFS
7 5 (0.81%) Virtual Desktop
7 5 (0.81%) VirtualBox
8 3 (0.49%) Apache ZooKeeper
8 3 (0.49%) HDFS
8 3 (0.49%) VMware ESXi
9 2 (0.32%) Hyper-V
9 2 (0.32%) Varnish
9 2 (0.32%) Virtual Machines
10 1 (0.16%) FreeRADIUS
10 1 (0.16%) IAG
10 1 (0.16%) Kamailio
10 1 (0.16%) LXC
Systems Management
1 145 (23.46%) Terraform
2 120 (19.42%) Kubernetes
3 99 (16.02%) Ansible
4 47 (7.61%) Opscode Chef
5 37 (5.99%) Puppet
6 26 (4.21%) Nagios
7 20 (3.24%) Kibana
8 14 (2.27%) Prometheus
9 13 (2.10%) logstash
9 13 (2.10%) Packer
10 11 (1.78%) Grafana
11 9 (1.46%) Salt
11 9 (1.46%) SCCM
12 6 (0.97%) vCenter Server
13 5 (0.81%) OSSEC
14 4 (0.65%) Rancher
15 3 (0.49%) Hadoop YARN
16 2 (0.32%) Graphite
16 2 (0.32%) Mesos
16 2 (0.32%) Oozie
Vendors
1 63 (10.19%) Oracle
2 35 (5.66%) Google
3 32 (5.18%) Microsoft
3 32 (5.18%) Splunk
3 32 (5.18%) Tableau
4 26 (4.21%) VMware
5 19 (3.07%) Red Hat
6 17 (2.75%) Cisco
7 15 (2.43%) Atlassian
7 15 (2.43%) Talend
8 14 (2.27%) Dynatrace
9 13 (2.10%) HP
10 11 (1.78%) Informatica
11 10 (1.62%) Citrix
12 7 (1.13%) MicroStrategy
13 6 (0.97%) Cloudera
13 6 (0.97%) Veeam
14 5 (0.81%) Adobe
14 5 (0.81%) New Relic
14 5 (0.81%) SaltStack