Period
to 21 October 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 21 October 2019 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK
6 months to
21 Oct 2019
Same period 2018 Same period 2017
Rank 379 528 745
Rank change year-on-year +149 +217 +27
Permanent jobs citing Amazon S3 1,131 868 498
As % of all permanent IT jobs advertised in the UK 0.83% 0.53% 0.29%
As % of the Cloud Services category 2.60% 2.14% 1.50%
Number of salaries quoted 886 733 385
UK median annual salary £72,500 £65,000 £57,500
Median salary % change year-on-year +11.54% +13.04% -
10th Percentile £44,426 £41,250 £37,500
90th Percentile £118,750 £92,500 £90,000
UK excluding London median annual salary £62,500 £57,500 £50,000
% change year-on-year +8.70% +15.00% -

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 43,460 40,511 33,201
As % of all permanent IT jobs advertised in the UK 31.73% 24.77% 19.06%
Number of salaries quoted 35,412 32,722 27,318
UK median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% -
10th Percentile £30,000 £30,000 £27,750
90th Percentile £90,000 £85,000 £80,000
UK excluding London median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

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 21 October 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 21 October 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 +157 1,098 £75,000 +15.38% 176
London +150 749 £80,000 +14.29% 100
UK excluding London +75 364 £62,500 +8.70% 83
North of England +69 143 £62,500 +4.17% 30
North West +91 114 £62,500 +4.17% 19
South East +5 85 £65,500 +2.75% 18
Midlands +5 57 £70,000 +16.67% 12
West Midlands +11 53 £70,000 +16.67% 10
South West 0 39 £52,500 +5.00% 6
East of England +57 20 £67,500 +12.50% 10
Yorkshire -5 15 £57,275 +34.76% 7
North East +31 14 £57,275 +50.84% 4
Scotland +18 12 £46,250 -19.57% 2
Wales +12 7 £40,000 - 5
East Midlands +27 4 £52,500 -4.55% 1
Northern Ireland - 1 £45,000 -

For the 6 months to 21 October 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 1,100 (97.26%) AWS
2 651 (57.56%) Amazon EC2
3 642 (56.76%) Agile Software Development
4 591 (52.25%) Serverless
5 588 (51.99%) AWS Lambda
6 575 (50.84%) Python
7 466 (41.20%) Amazon RDS
8 455 (40.23%) DevOps
9 443 (39.17%) Java
10 367 (32.45%) Web Services
11 350 (30.95%) Software Engineering
11 350 (30.95%) Docker
12 320 (28.29%) Amazon SQS
13 312 (27.59%) Linux
14 300 (26.53%) Finance
15 278 (24.58%) Terraform
16 276 (24.40%) SQL
17 263 (23.25%) AWS CloudFormation
18 261 (23.08%) Amazon DynamoDB
19 247 (21.84%) Kubernetes
20 243 (21.49%) Amazon CloudWatch
21 242 (21.40%) Amazon ECS
22 234 (20.69%) Jenkins
23 224 (19.81%) Microservices
24 221 (19.54%) JavaScript
25 203 (17.95%) Azure
26 200 (17.68%) Big Data
27 190 (16.80%) Node.js
28 185 (16.36%) Asset Management
29 183 (16.18%) Virtual Private Cloud

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
1 131 (11.58%) Elasticsearch
2 94 (8.31%) Apache Spark
3 72 (6.37%) Apache
4 40 (3.54%) Confluence
5 28 (2.48%) IIS
6 27 (2.39%) Apache Airflow
7 18 (1.59%) nginx
8 14 (1.24%) SharePoint
9 13 (1.15%) Jupyter
10 10 (0.88%) Tomcat
11 6 (0.53%) Cloud Foundry
12 5 (0.44%) Luigi
12 5 (0.44%) MS Exchange
13 3 (0.27%) CMS
13 3 (0.27%) WordPress
14 2 (0.18%) Apache Solr
14 2 (0.18%) Drupal
14 2 (0.18%) Moodle
14 2 (0.18%) Skype for Business
14 2 (0.18%) Tornado
Applications
1 6 (0.53%) Microsoft Office
2 5 (0.44%) Microsoft Excel
3 3 (0.27%) Adobe Illustrator
3 3 (0.27%) Microsoft PowerPoint
4 1 (0.088%) Chatbot
Business Applications
1 7 (0.62%) Dynamics CRM
2 3 (0.27%) Magento
2 3 (0.27%) SAP ERP
3 2 (0.18%) Payment Gateway
3 2 (0.18%) Remedy ITSM
3 2 (0.18%) Shopify
4 1 (0.088%) Infor M3
Cloud Services
1 1,100 (97.26%) AWS
2 651 (57.56%) Amazon EC2
3 591 (52.25%) Serverless
4 588 (51.99%) AWS Lambda
5 320 (28.29%) Amazon SQS
6 263 (23.25%) AWS CloudFormation
7 243 (21.49%) Amazon CloudWatch
8 242 (21.40%) Amazon ECS
9 203 (17.95%) Azure
10 183 (16.18%) Virtual Private Cloud
11 114 (10.08%) Amazon ELB
12 109 (9.64%) Amazon Kinesis
13 104 (9.20%) Amazon EMR
13 104 (9.20%) Route 53
14 86 (7.60%) AWS Elastic Beanstalk
15 73 (6.45%) CloudFront
15 73 (6.45%) GitHub
16 72 (6.37%) OpenShift
17 60 (5.31%) SaaS
18 59 (5.22%) GCP
Communications & Networking
1 59 (5.22%) DNS
2 31 (2.74%) Firewall
3 24 (2.12%) DHCP
4 23 (2.03%) TCP/IP
5 19 (1.68%) VPN
6 17 (1.50%) HTTP
7 13 (1.15%) SSL
8 10 (0.88%) FTP
9 8 (0.71%) Network Security
10 7 (0.62%) LAN
10 7 (0.62%) WAN
11 5 (0.44%) Internet
11 5 (0.44%) SAN
12 4 (0.35%) CTI
12 4 (0.35%) F5 BIG-IP GTM
12 4 (0.35%) F5 BIG-IP LTM
12 4 (0.35%) HTTPS
12 4 (0.35%) SMTP
13 3 (0.27%) SMS
14 2 (0.18%) SSH
Database & Business Intelligence
1 466 (41.20%) Amazon RDS
2 261 (23.08%) Amazon DynamoDB
3 200 (17.68%) Big Data
4 165 (14.59%) NoSQL
5 144 (12.73%) Amazon Redshift
6 136 (12.02%) Amazon Athena
7 134 (11.85%) MongoDB
8 106 (9.37%) MySQL
9 90 (7.96%) Hadoop
10 88 (7.78%) SQL Server
11 86 (7.60%) PostgreSQL
12 83 (7.34%) Apache Hive
13 63 (5.57%) Data Warehouse
14 41 (3.63%) Redis
15 35 (3.09%) Presto
15 35 (3.09%) Relational Database
16 34 (3.01%) HDInsight
17 31 (2.74%) BigQuery
18 30 (2.65%) MariaDB
19 29 (2.56%) Data Lake
Development Applications
1 234 (20.69%) Jenkins
2 179 (15.83%) Git (software)
3 103 (9.11%) Maven
4 70 (6.19%) Artifactory
5 62 (5.48%) Gradle
6 61 (5.39%) GitLab
7 59 (5.22%) JIRA
8 48 (4.24%) Bitbucket
9 35 (3.09%) TeamCity
10 31 (2.74%) Octopus Deploy
11 29 (2.56%) Subversion
12 28 (2.48%) JUnit
13 27 (2.39%) Atlassian Bamboo
14 25 (2.21%) RStudio
15 18 (1.59%) Travis CI
16 14 (1.24%) ProC
17 13 (1.15%) Cucumber
17 13 (1.15%) Selenium
18 11 (0.97%) Sonatype Nexus
19 10 (0.88%) Spinnaker
General
1 300 (26.53%) Finance
2 166 (14.68%) Front Office
3 36 (3.18%) Retail
4 28 (2.48%) Banking
5 20 (1.77%) Marketing
6 18 (1.59%) Games
7 17 (1.50%) Public Sector
8 13 (1.15%) Manufacturing
9 12 (1.06%) Law
10 11 (0.97%) Investment Banking
10 11 (0.97%) Telecoms
11 10 (0.88%) Billing
12 8 (0.71%) Legal
13 7 (0.62%) Publishing
14 6 (0.53%) Advertising
15 4 (0.35%) Electronics
16 3 (0.27%) Retail Banking
17 1 (0.088%) Automotive
17 1 (0.088%) Multimedia
17 1 (0.088%) Pharmaceutical
Job Titles
1 389 (34.39%) Developer
2 197 (17.42%) AWS Engineer
3 192 (16.98%) DevOps Engineer
4 161 (14.24%) Java Developer
5 142 (12.56%) Architect
6 133 (11.76%) Software Engineer
7 122 (10.79%) AWS Developer
8 116 (10.26%) Data Engineer
9 100 (8.84%) Senior Developer
10 85 (7.52%) Senior Software Engineer
11 83 (7.34%) Python Developer
12 77 (6.81%) AWS DevOps
13 68 (6.01%) AWS DevOps Engineer
14 67 (5.92%) Senior DevOps
15 66 (5.84%) Python Engineer
15 66 (5.84%) Senior DevOps Engineer
16 57 (5.04%) Cloud Engineer
17 53 (4.69%) Senior Java Developer
18 52 (4.60%) AWS Software Engineer
18 52 (4.60%) Cloud Architect
Libraries, Frameworks & Software Standards
1 367 (32.45%) Web Services
2 190 (16.80%) Node.js
3 121 (10.70%) Spring
4 109 (9.64%) CSS
5 108 (9.55%) HTML
6 104 (9.20%) J2EE
7 94 (8.31%) .NET
8 90 (7.96%) Kafka
9 72 (6.37%) AngularJS
10 71 (6.28%) Hibernate
10 71 (6.28%) React
11 70 (6.19%) RESTful
12 68 (6.01%) JSON
13 66 (5.84%) Pandas
14 63 (5.57%) Spring Boot
15 59 (5.22%) Elastic Stack
16 52 (4.60%) J2SE
17 50 (4.42%) XML
18 48 (4.24%) NumPy
19 47 (4.16%) Lambda Expressions
Miscellaneous
1 168 (14.85%) Fixed Income
2 105 (9.28%) Greenfield Project
3 69 (6.10%) Derivative
3 69 (6.10%) Linux Command Line
4 67 (5.92%) Public Cloud
5 64 (5.66%) Foreign Exchange (FX)
6 63 (5.57%) Equities
7 55 (4.86%) Enterprise Software
8 45 (3.98%) Reference Data
9 42 (3.71%) Analytical Skills
10 38 (3.36%) Self-Motivation
11 37 (3.27%) Data Centre
11 37 (3.27%) Private Cloud
12 34 (3.01%) Algorithms
12 34 (3.01%) User Experience
13 30 (2.65%) Hybrid Cloud
14 27 (2.39%) Data Structures
15 24 (2.12%) Replication
16 23 (2.03%) Cloud Native
17 19 (1.68%) Clustering
Operating Systems
1 312 (27.59%) Linux
2 114 (10.08%) Windows
3 52 (4.60%) Unix
4 38 (3.36%) Red Hat Enterprise Linux
4 38 (3.36%) Windows Server
5 25 (2.21%) Ubuntu
6 16 (1.41%) CentOS
7 9 (0.80%) Android
7 9 (0.80%) Apple iOS
8 7 (0.62%) Embedded Linux
9 6 (0.53%) Amazon Linux
10 5 (0.44%) Debian
11 4 (0.35%) Mac OS X
12 2 (0.18%) CoreOS
12 2 (0.18%) VyOS
13 1 (0.088%) Fedora
13 1 (0.088%) SUSE
13 1 (0.088%) VMS
13 1 (0.088%) Windows 10
13 1 (0.088%) Windows 7
Processes & Methodologies
1 642 (56.76%) Agile Software Development
2 455 (40.23%) DevOps
3 350 (30.95%) Software Engineering
4 224 (19.81%) Microservices
5 185 (16.36%) Asset Management
6 171 (15.12%) Analytics
7 151 (13.35%) Continuous Integration
8 149 (13.17%) Mentoring
9 122 (10.79%) Business Intelligence
10 112 (9.90%) ETL
11 104 (9.20%) TDD
12 100 (8.84%) Problem-Solving
13 94 (8.31%) Data Science
14 92 (8.13%) Migration
15 89 (7.87%) Data Modelling
15 89 (7.87%) Machine Learning
16 88 (7.78%) Configuration Management
17 86 (7.60%) Infrastructure as Code
18 80 (7.07%) Data Architecture
19 79 (6.98%) Scrum
Programming Languages
1 575 (50.84%) Python
2 443 (39.17%) Java
3 276 (24.40%) SQL
4 221 (19.54%) JavaScript
5 145 (12.82%) R
6 105 (9.28%) C#
7 83 (7.34%) Bash Shell
8 79 (6.98%) Ruby
9 72 (6.37%) Java 8
10 69 (6.10%) Scala
11 61 (5.39%) Shell Script
12 53 (4.69%) C++
13 49 (4.33%) PowerShell
14 47 (4.16%) PHP
15 39 (3.45%) Go
16 24 (2.12%) C
17 17 (1.50%) PL/SQL
18 14 (1.24%) Perl
19 13 (1.15%) TypeScript
20 9 (0.80%) Clojure
Qualifications
1 72 (6.37%) Degree
2 47 (4.16%) AWS Certification
3 22 (1.95%) Computer Science Degree
4 13 (1.15%) Network+ Certification
5 8 (0.71%) SC Cleared
5 8 (0.71%) Security Cleared
6 5 (0.44%) Microsoft Certification
7 4 (0.35%) A+ Certification
8 3 (0.27%) ISEB
8 3 (0.27%) Numerate Degree
9 2 (0.18%) BPSS Clearance
9 2 (0.18%) CCNA
9 2 (0.18%) Cisco Certification
9 2 (0.18%) ITIL Certification
9 2 (0.18%) MCP
9 2 (0.18%) MCSA
9 2 (0.18%) PhD
10 1 (0.088%) CESG Certified Professional
10 1 (0.088%) ISTQB Foundation Certification
10 1 (0.088%) Master's Degree
Quality Assurance & Compliance
1 45 (3.98%) QA
2 23 (2.03%) Data Quality
3 11 (0.97%) ISO/IEC 27001
3 11 (0.97%) SLA
4 10 (0.88%) PCI DSS
5 7 (0.62%) GDPR
6 3 (0.27%) EMIR
6 3 (0.27%) MiFID
7 2 (0.18%) NIST
8 1 (0.088%) COBIT
System Software
1 350 (30.95%) Docker
2 63 (5.57%) Active Directory
3 56 (4.95%) HDFS
4 50 (4.42%) VMware Infrastructure
5 44 (3.89%) Hyper-V
6 32 (2.83%) Virtual Machines
7 11 (0.97%) XenApp
8 8 (0.71%) NFS
8 8 (0.71%) vSphere
9 7 (0.62%) OpenSSH
10 6 (0.53%) Microsoft App-V
11 5 (0.44%) Apache Flume
11 5 (0.44%) Apache ZooKeeper
11 5 (0.44%) Xen
12 4 (0.35%) Virtual Desktop
13 3 (0.27%) Varnish
14 2 (0.18%) Postfix
14 2 (0.18%) VMware Server
15 1 (0.088%) Squid
15 1 (0.088%) XenDesktop
Systems Management
1 278 (24.58%) Terraform
2 247 (21.84%) Kubernetes
3 174 (15.38%) Ansible
4 122 (10.79%) Puppet
5 74 (6.54%) Opscode Chef
6 56 (4.95%) Nagios
7 51 (4.51%) Kibana
8 43 (3.80%) Prometheus
9 34 (3.01%) Packer
10 29 (2.56%) logstash
11 22 (1.95%) Docker Swarm
11 22 (1.95%) Grafana
12 20 (1.77%) ZABBIX
13 17 (1.50%) Hadoop YARN
14 13 (1.15%) Rancher
15 9 (0.80%) SCCM
16 8 (0.71%) SCOM
17 7 (0.62%) Control-M
17 7 (0.62%) Red Hat Satellite
17 7 (0.62%) StatsD
Vendors
1 81 (7.16%) Microsoft
2 61 (5.39%) Splunk
3 59 (5.22%) VMware
4 56 (4.95%) Oracle
5 53 (4.69%) Google
6 43 (3.80%) Tableau
7 40 (3.54%) Sage
8 23 (2.03%) New Relic
9 22 (1.95%) Informatica
10 20 (1.77%) Atlassian
11 18 (1.59%) Databricks
12 17 (1.50%) Red Hat
13 16 (1.41%) HP
14 14 (1.24%) Salesforce.com
14 14 (1.24%) Teradata
15 13 (1.15%) AppDynamics
15 13 (1.15%) Citrix
15 13 (1.15%) Talend
16 12 (1.06%) SAP
17 10 (0.88%) Veeam