Period
to 21 February 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 21 February 2020 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK > England
6 months to
21 Feb 2020
Same period 2019 Same period 2018
Rank 351 469 608
Rank change year-on-year +118 +139 +201
Permanent jobs citing Amazon S3 979 884 668
As % of all permanent IT jobs advertised in England 0.86% 0.63% 0.40%
As % of the Cloud Services category 2.51% 2.34% 1.87%
Number of salaries quoted 825 672 557
England median annual salary £70,000 £65,000 £65,000
Median salary % change year-on-year +7.69% - +18.18%
10th Percentile £45,000 £43,750 £40,000
90th Percentile £115,000 £95,000 £93,750
UK median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - +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 39,011 37,756 35,737
As % of all permanent IT jobs advertised in England 34.13% 26.87% 21.65%
Number of salaries quoted 31,945 30,373 29,928
England median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +5.00%
10th Percentile £30,000 £30,500 £28,500
90th Percentile £92,500 £87,500 £82,500
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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 21 February 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 21 February 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 +120 683 £75,000 +7.14% 91
North of England +51 129 £61,412 +2.35% 24
North West +52 91 £62,500 - 12
South East +39 80 £65,000 +18.18% 23
Midlands -15 48 £60,000 +9.09% 17
West Midlands -7 43 £60,000 +9.09% 16
South West +21 29 £56,250 -10.00% 4
Yorkshire +39 27 £55,000 -8.33% 12
East of England +55 17 £65,000 +18.18% 5
North East +15 11 £54,671 -27.11%
East Midlands +23 5 £60,000 +9.09% 1
Amazon S3
UK

For the 6 months to 21 February 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.

1 947 (96.73%) AWS
2 538 (54.95%) Amazon EC2
3 505 (51.58%) Python
4 478 (48.83%) Serverless
5 472 (48.21%) AWS Lambda
5 472 (48.21%) Agile Software Development
6 435 (44.43%) Java
7 415 (42.39%) Amazon RDS
8 317 (32.38%) DevOps
9 293 (29.93%) Docker
10 264 (26.97%) SQL
11 256 (26.15%) Software Engineering
12 244 (24.92%) Amazon DynamoDB
13 242 (24.72%) AWS CloudFormation
14 239 (24.41%) Finance
15 233 (23.80%) Terraform
16 224 (22.88%) Web Services
16 224 (22.88%) Linux
17 222 (22.68%) Kubernetes
18 192 (19.61%) Virtual Private Cloud
19 190 (19.41%) Jenkins
20 186 (19.00%) Big Data
21 184 (18.79%) Amazon SQS
22 182 (18.59%) Amazon ECS
23 180 (18.39%) Node.js
24 168 (17.16%) NoSQL
25 167 (17.06%) Microservices
26 165 (16.85%) Amazon Redshift
27 160 (16.34%) Analytics
27 160 (16.34%) JavaScript

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
1 128 (13.07%) Apache Spark
2 118 (12.05%) Elasticsearch
3 68 (6.95%) Apache
4 51 (5.21%) Apache Airflow
5 49 (5.01%) Confluence
6 22 (2.25%) Luigi
7 16 (1.63%) nginx
8 15 (1.53%) Tomcat
9 11 (1.12%) IIS
10 10 (1.02%) Jupyter
11 6 (0.61%) SAS
12 3 (0.31%) CMS
13 2 (0.20%) Adobe Experience Manager
13 2 (0.20%) Apache Solr
13 2 (0.20%) JBoss
13 2 (0.20%) MS Exchange
13 2 (0.20%) OpenStack
13 2 (0.20%) Oracle SOA Suite
13 2 (0.20%) WordPress
14 1 (0.10%) Anypoint
Applications
1 3 (0.31%) Adobe Creative Suite
1 3 (0.31%) Adobe Illustrator
1 3 (0.31%) Microsoft Excel
2 2 (0.20%) Microsoft Office
3 1 (0.10%) Figma
3 1 (0.10%) Microsoft PowerPoint
3 1 (0.10%) Photoshop
3 1 (0.10%) Simulink
3 1 (0.10%) Sketch
Business Applications
1 8 (0.82%) Dynamics CRM
2 2 (0.20%) Eikon
3 1 (0.10%) Magento
3 1 (0.10%) PolarLake
Cloud Services
1 947 (96.73%) AWS
2 538 (54.95%) Amazon EC2
3 478 (48.83%) Serverless
4 472 (48.21%) AWS Lambda
5 242 (24.72%) AWS CloudFormation
6 192 (19.61%) Virtual Private Cloud
7 184 (18.79%) Amazon SQS
8 182 (18.59%) Amazon ECS
9 156 (15.93%) Azure
10 151 (15.42%) Amazon CloudWatch
11 120 (12.26%) Amazon Kinesis
12 116 (11.85%) Route 53
13 106 (10.83%) Amazon EMR
14 97 (9.91%) CloudFront
15 92 (9.40%) Amazon ELB
16 72 (7.35%) GCP
16 72 (7.35%) GitHub
16 72 (7.35%) SaaS
17 67 (6.84%) AWS Elastic Beanstalk
17 67 (6.84%) OpenShift
Communications & Networking
1 53 (5.41%) DNS
2 31 (3.17%) HTTP
3 17 (1.74%) DHCP
4 16 (1.63%) FTP
5 15 (1.53%) Firewall
6 14 (1.43%) VPN
7 13 (1.33%) SSL
8 11 (1.12%) SSH
9 10 (1.02%) Network Security
9 10 (1.02%) SMTP
10 9 (0.92%) TCP/IP
11 6 (0.61%) Fibre Channel
11 6 (0.61%) Intrusion Detection
11 6 (0.61%) SAN
12 5 (0.51%) WAN
13 4 (0.41%) ATM
14 3 (0.31%) LAN
14 3 (0.31%) Unified Communications
14 3 (0.31%) VoIP
15 2 (0.20%) VLAN
Database & Business Intelligence
1 415 (42.39%) Amazon RDS
2 244 (24.92%) Amazon DynamoDB
3 186 (19.00%) Big Data
4 168 (17.16%) NoSQL
5 165 (16.85%) Amazon Redshift
6 142 (14.50%) PostgreSQL
7 110 (11.24%) Amazon Athena
8 107 (10.93%) Hadoop
9 105 (10.73%) MySQL
10 94 (9.60%) SQL Server
11 88 (8.99%) Redis
12 72 (7.35%) Apache Hive
13 71 (7.25%) MongoDB
14 64 (6.54%) Data Warehouse
15 61 (6.23%) Relational Database
16 42 (4.29%) Amazon Aurora
17 40 (4.09%) BigQuery
18 32 (3.27%) Data Lake
19 30 (3.06%) HDInsight
19 30 (3.06%) Snowflake Schema
Development Applications
1 190 (19.41%) Jenkins
2 158 (16.14%) Git (software)
3 79 (8.07%) JIRA
4 73 (7.46%) Maven
5 54 (5.52%) GitLab
6 53 (5.41%) Gradle
7 52 (5.31%) Artifactory
8 41 (4.19%) Bitbucket
9 33 (3.37%) Atlassian Bamboo
10 31 (3.17%) CircleCI
11 24 (2.45%) Subversion
12 22 (2.25%) Vagrant
13 18 (1.84%) JUnit
14 17 (1.74%) WebDriver
15 15 (1.53%) PhantomJS
15 15 (1.53%) Sonatype Nexus
15 15 (1.53%) webpack
16 14 (1.43%) Octopus Deploy
16 14 (1.43%) SonarQube
17 13 (1.33%) ProC
General
1 239 (24.41%) Finance
2 119 (12.16%) Front Office
3 51 (5.21%) Retail
4 38 (3.88%) Public Sector
5 20 (2.04%) Manufacturing
6 17 (1.74%) Telecoms
7 16 (1.63%) Games
8 13 (1.33%) Marketing
9 11 (1.12%) Law
9 11 (1.12%) Legal
10 10 (1.02%) Automotive
10 10 (1.02%) Banking
11 6 (0.61%) Publishing
12 4 (0.41%) Billing
12 4 (0.41%) Electronics
12 4 (0.41%) Investment Banking
13 3 (0.31%) Advertising
14 2 (0.20%) Back Office
14 2 (0.20%) Music Industry
14 2 (0.20%) Retail Banking
Job Titles
1 314 (32.07%) Developer
2 175 (17.88%) AWS Engineer
3 151 (15.42%) Software Engineer
4 144 (14.71%) Architect
5 143 (14.61%) DevOps Engineer
6 133 (13.59%) Java Developer
7 131 (13.38%) Data Engineer
8 105 (10.73%) Senior Developer
9 90 (9.19%) AWS Developer
10 81 (8.27%) Senior Software Engineer
11 76 (7.76%) Python Developer
12 70 (7.15%) Cloud Engineer
13 65 (6.64%) Python Engineer
14 64 (6.54%) AWS Software Engineer
14 64 (6.54%) Data Architect
15 59 (6.03%) Developer/Software Engineer
16 51 (5.21%) AWS DevOps
17 48 (4.90%) AWS Architect
17 48 (4.90%) AWS DevOps Engineer
18 45 (4.60%) Solutions Architect
Libraries, Frameworks & Software Standards
1 224 (22.88%) Web Services
2 180 (18.39%) Node.js
3 116 (11.85%) Spring
4 108 (11.03%) Kafka
5 94 (9.60%) HTML
6 89 (9.09%) CSS
7 75 (7.66%) Spring Boot
8 68 (6.95%) React
9 66 (6.74%) RabbitMQ
10 58 (5.92%) Hibernate
11 56 (5.72%) AngularJS
12 54 (5.52%) J2EE
13 53 (5.41%) .NET
14 51 (5.21%) Pandas
15 50 (5.11%) NumPy
16 44 (4.49%) Lambda Expressions
17 42 (4.29%) Elastic Stack
18 41 (4.19%) HTML5
18 41 (4.19%) RESTful
18 41 (4.19%) SciPy
Miscellaneous
1 116 (11.85%) Fixed Income
2 88 (8.99%) Greenfield Project
3 57 (5.82%) Equities
4 51 (5.21%) Linux Command Line
5 50 (5.11%) Public Cloud
6 47 (4.80%) Analytical Skills
7 43 (4.39%) Derivative
7 43 (4.39%) Foreign Exchange (FX)
8 42 (4.29%) User Experience
9 40 (4.09%) Reference Data
10 38 (3.88%) Data Structures
11 33 (3.37%) Enterprise Software
12 31 (3.17%) Algorithms
13 30 (3.06%) Self-Motivation
14 26 (2.66%) Hybrid Cloud
15 25 (2.55%) Data Centre
15 25 (2.55%) Hedge funds
16 24 (2.45%) Cloud Native
16 24 (2.45%) Management Information System
17 17 (1.74%) Mobile App
Operating Systems
1 224 (22.88%) Linux
2 99 (10.11%) Windows
3 43 (4.39%) Unix
4 25 (2.55%) Android
4 25 (2.55%) Apple iOS
4 25 (2.55%) Red Hat Enterprise Linux
5 24 (2.45%) Windows Server
6 16 (1.63%) VMS
7 15 (1.53%) Windows Server 2012
8 12 (1.23%) CentOS
8 12 (1.23%) Ubuntu
9 10 (1.02%) CoreOS
10 8 (0.82%) Embedded Linux
11 6 (0.61%) Oracle Linux
11 6 (0.61%) Windows Server 2003
11 6 (0.61%) Windows Server 2008
12 3 (0.31%) Amazon Linux
13 2 (0.20%) Debian
13 2 (0.20%) SUSE
13 2 (0.20%) VyOS
Processes & Methodologies
1 472 (48.21%) Agile Software Development
2 317 (32.38%) DevOps
3 256 (26.15%) Software Engineering
4 167 (17.06%) Microservices
5 160 (16.34%) Analytics
6 132 (13.48%) ETL
7 119 (12.16%) Asset Management
7 119 (12.16%) Continuous Integration
8 114 (11.64%) TDD
9 108 (11.03%) Data Science
10 92 (9.40%) Mentoring
11 91 (9.30%) Data Modelling
12 87 (8.89%) Scrum
13 79 (8.07%) Decision-Making
13 79 (8.07%) Problem-Solving
14 77 (7.87%) Machine Learning
15 71 (7.25%) Data Engineering
16 70 (7.15%) Migration
17 68 (6.95%) Business Intelligence
18 58 (5.92%) OO
Programming Languages
1 505 (51.58%) Python
2 435 (44.43%) Java
3 264 (26.97%) SQL
4 160 (16.34%) JavaScript
5 106 (10.83%) R
6 100 (10.21%) Scala
7 72 (7.35%) Bash Shell
8 65 (6.64%) C++
9 58 (5.92%) C#
9 58 (5.92%) PowerShell
10 55 (5.62%) Java 8
10 55 (5.62%) Ruby
11 47 (4.80%) PHP
12 39 (3.98%) Go
13 33 (3.37%) C
13 33 (3.37%) Shell Script
14 27 (2.76%) TypeScript
15 25 (2.55%) PL/SQL
16 22 (2.25%) Perl
17 13 (1.33%) Kotlin
Qualifications
1 67 (6.84%) Degree
2 52 (5.31%) AWS Certification
3 32 (3.27%) Computer Science Degree
4 16 (1.63%) Security Cleared
5 14 (1.43%) ITIL Certification
6 11 (1.12%) SC Cleared
7 9 (0.92%) MCSE
7 9 (0.92%) Microsoft Certification
8 8 (0.82%) VMware Certified Professional (VCP)
9 7 (0.72%) Cisco Certification
9 7 (0.72%) MCP
9 7 (0.72%) MCSA
10 5 (0.51%) CESG Certified Professional
11 4 (0.41%) CCNA
12 3 (0.31%) (ISC)2 CCSP
12 3 (0.31%) A+ Certification
12 3 (0.31%) CCSP
12 3 (0.31%) CISSP
13 2 (0.20%) LPIC
13 2 (0.20%) Master's Degree
Quality Assurance & Compliance
1 26 (2.66%) QA
2 17 (1.74%) Data Quality
3 13 (1.33%) GDPR
4 9 (0.92%) ISO/IEC 27001
4 9 (0.92%) PCI DSS
4 9 (0.92%) SLA
5 3 (0.31%) CDISC
5 3 (0.31%) HL7
6 1 (0.10%) ISO 9001
6 1 (0.10%) ISO/IEC 20000
System Software
1 293 (29.93%) Docker
2 50 (5.11%) HDFS
3 45 (4.60%) Active Directory
4 29 (2.96%) VMware Infrastructure
5 16 (1.63%) Hyper-V
6 14 (1.43%) Virtual Machines
7 12 (1.23%) Virtual Desktop
8 8 (0.82%) XenApp
9 6 (0.61%) Virtual Servers
9 6 (0.61%) vSphere
10 5 (0.51%) Apache Flume
10 5 (0.51%) GlusterFS
10 5 (0.51%) OpenSSH
10 5 (0.51%) VirtualBox
11 3 (0.31%) LXC
12 2 (0.20%) Apache ZooKeeper
12 2 (0.20%) Postfix
12 2 (0.20%) Varnish
12 2 (0.20%) Xen
13 1 (0.10%) IAG
Systems Management
1 233 (23.80%) Terraform
2 222 (22.68%) Kubernetes
3 121 (12.36%) Ansible
4 73 (7.46%) Puppet
5 59 (6.03%) Opscode Chef
6 33 (3.37%) Packer
7 31 (3.17%) Nagios
8 25 (2.55%) Kibana
9 22 (2.25%) Prometheus
10 21 (2.15%) logstash
10 21 (2.15%) SCCM
11 14 (1.43%) Grafana
11 14 (1.43%) Hadoop YARN
12 8 (0.82%) Rancher
12 8 (0.82%) Salt
12 8 (0.82%) ZABBIX
13 7 (0.72%) Istio
14 6 (0.61%) Control-M
14 6 (0.61%) vCenter Server
15 5 (0.51%) OSSEC
Vendors
1 83 (8.48%) Oracle
2 52 (5.31%) Google
3 35 (3.58%) Microsoft
4 33 (3.37%) Tableau
5 32 (3.27%) Splunk
6 31 (3.17%) VMware
7 25 (2.55%) Red Hat
8 23 (2.35%) Talend
9 20 (2.04%) Sage
10 19 (1.94%) Informatica
11 17 (1.74%) Citrix
11 17 (1.74%) Databricks
12 13 (1.33%) Atlassian
12 13 (1.33%) Teradata
13 11 (1.12%) Dynatrace
14 10 (1.02%) Cisco
15 8 (0.82%) Adobe
15 8 (0.82%) Cloudera
15 8 (0.82%) HP
15 8 (0.82%) Rollbar