Amazon S3 Contract Job Trends

Amazon Simple Storage Service (S3)
UK

The table below provides summary statistics and contractor rates for jobs requiring Amazon S3 skills. It covers contract job vacancies from the 6 months leading up to 5 October 2026, with comparisons to the same periods in the previous two years.

6 months to
5 Oct 2026
Same period 2025 Same period 2024
Rank 216 169 198
Rank change year-on-year -47 +29 +78
Contract jobs citing Amazon S3 695 576 452
As % of all contract jobs in the UK 1.28% 1.75% 1.19%
As % of the Cloud Services category 3.70% 4.59% 3.46%
Number of daily rates quoted 514 413 302
10th Percentile £400 £400 £400
25th Percentile £431 £450 £455
Median daily rate (50th Percentile) £525 £525 £516
Median % change year-on-year - +1.84% -1.81%
75th Percentile £640 £625 £600
90th Percentile £738 £688 £775
UK excluding London median daily rate £463 £475 £494
% change year-on-year -2.63% -3.85% -1.25%
Number of hourly rates quoted 6 2 0
10th Percentile £41.00 £38.13 -
25th Percentile £57.44 £40.94 -
Median hourly rate £62.45 £46.25 -
Median % change year-on-year +35.03% - -
75th Percentile £70.12 £50.94 -
90th Percentile £72.83 £53.38 -
UK excluding London median hourly rate £62.40 - -

All Cloud Computing Skills
UK

Amazon S3 falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring cloud computing skills.

Contract vacancies with a requirement for cloud computing skills 18,808 12,548 13,065
As % of all contract IT jobs advertised in the UK 34.58% 38.02% 34.37%
Number of daily rates quoted 12,469 8,378 8,657
10th Percentile £325 £311 £313
25th Percentile £425 £410 £420
Median daily rate (50th Percentile) £525 £500 £525
Median % change year-on-year +5.00% -4.76% -0.94%
75th Percentile £625 £613 £638
90th Percentile £715 £713 £738
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 631 295 188
10th Percentile £15.50 £15.50 £16.00
25th Percentile £17.75 £18.87 £21.37
Median hourly rate £30.00 £26.00 £34.47
Median % change year-on-year +15.38% -24.56% +4.44%
75th Percentile £67.50 £47.50 £64.73
90th Percentile £79.00 £67.00 £70.00
UK excluding London median hourly rate £30.00 £19.27 £33.00
% change year-on-year +55.68% -41.61% +40.88%

Amazon S3
Job Vacancy Trend

Historical trend showing the proportion of contract IT job postings citing Amazon S3 relative to all contract IT jobs advertised.

Amazon S3 job vacancy trend in the UK

Amazon S3
Daily Rate Trend

Contractor daily rate distribution trend for jobs in the UK citing Amazon S3.

Contractor daily rate distribution trend for jobs in the UK citing Amazon S3

Amazon S3
Daily Rate Histogram

Daily rate distribution for jobs citing Amazon S3 over the 6 months to 5 October 2026.

Daily rate histogram for Amazon S3 in the UK

Amazon S3
Hourly Rate Trend

Contractor hourly rate distribution trend for jobs in the UK citing Amazon S3.

Contractor hourly rate distribution trend for jobs in the UK citing Amazon S3

Amazon S3
Hourly Rate Histogram

Hourly rate distribution of jobs citing Amazon S3 over the 6 months to 5 October 2026.

Hourly rate histogram for Amazon S3 in the UK

Amazon S3
Top 17 Contract Job Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon S3 within the UK over the 6 months to 5 October 2026. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England -61 570 £528 +0.57% 668
London -19 379 £599 +5.55% 326
Work from Home -29 253 £537 +6.07% 429
UK excluding London -82 227 £463 -2.63% 451
North of England -54 72 £463 -7.50% 98
Midlands -42 58 £466 -1.95% 50
West Midlands -53 47 £475 - 22
Scotland -26 40 £433 -13.50% 66
South West -17 33 £466 -15.23% 80
North West -37 30 £450 -10.00% 52
North East -20 22 £419 -1.47% 16
Yorkshire -44 20 £500 -4.76% 31
South East -68 18 £575 +38.55% 66
East Midlands -6 10 £405 -17.97% 28
East of England -42 6 £350 -41.67% 52
Wales - 3 £600 - 32
Northern Ireland +2 2 £600 +50.00% 11

Amazon S3
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 86 (12.37%) Apache Airflow
2 76 (10.94%) Confluence
3 75 (10.79%) Apache
4 71 (10.22%) Apache Spark
5 15 (2.16%) SAS
6 12 (1.73%) Jupyter
7 8 (1.15%) Palantir Foundry
8 7 (1.01%) SharePoint
9 6 (0.86%) nginx
9 6 (0.86%) Oracle SOA Suite
9 6 (0.86%) Traefik
9 6 (0.86%) WebLogic
9 6 (0.86%) WebLogic Portal
10 4 (0.58%) PowerExchange
11 3 (0.43%) OpenStack
12 2 (0.29%) CMS
13 1 (0.14%) Anypoint
13 1 (0.14%) Cloud Foundry
13 1 (0.14%) Mule
13 1 (0.14%) Oracle Workflow
Applications
1 3 (0.43%) Chatbot
2 2 (0.29%) Microsoft Excel
2 2 (0.29%) Microsoft Office
2 2 (0.29%) Spreadsheet
3 1 (0.14%) Gliffy
3 1 (0.14%) Mozilla Thunderbird
Business Applications
1 6 (0.86%) Oracle EBS
1 6 (0.86%) Oracle EBS R12
2 2 (0.29%) Aladdin
3 1 (0.14%) Oracle Applications
3 1 (0.14%) Payment Gateway
3 1 (0.14%) SAP IS-U
3 1 (0.14%) Sparx Enterprise Architect
Cloud Services
1 671 (96.55%) AWS
2 417 (60.00%) Serverless
3 414 (59.57%) AWS Lambda
4 230 (33.09%) Amazon EC2
5 222 (31.94%) Amazon CloudWatch
6 163 (23.45%) GitHub
7 154 (22.16%) Amazon ECS
8 152 (21.87%) Amazon EKS
9 130 (18.71%) Virtual Private Cloud
10 127 (18.27%) AWS CloudFormation
10 127 (18.27%) GitHub Actions
11 116 (16.69%) Azure
12 93 (13.38%) Amazon SQS
13 91 (13.09%) Amazon EMR
14 76 (10.94%) dbt
15 71 (10.22%) Snowflake
16 68 (9.78%) AWS Step Functions
17 64 (9.21%) Power Platform
18 55 (7.91%) AWS KMS
19 52 (7.48%) Amazon EventBridge
Communications & Networking
1 18 (2.59%) Firewall
2 14 (2.01%) DNS
3 12 (1.73%) Network Security
4 6 (0.86%) HTTP
4 6 (0.86%) SSL
5 5 (0.72%) CTI
6 4 (0.58%) NetScaler
6 4 (0.58%) OpenLDAP
6 4 (0.58%) Reverse Proxy
6 4 (0.58%) SAN
6 4 (0.58%) WAN
7 3 (0.43%) Internet
7 3 (0.43%) SMS
7 3 (0.43%) VPN
8 2 (0.29%) FTP
8 2 (0.29%) HTTPS
8 2 (0.29%) IMAP
8 2 (0.29%) Kerberos
8 2 (0.29%) NAS
8 2 (0.29%) SSH
Database & Business Intelligence
1 189 (27.19%) Amazon RDS
2 135 (19.42%) Amazon Athena
3 122 (17.55%) DynamoDB
4 115 (16.55%) Amazon Redshift
5 97 (13.96%) PostgreSQL
6 92 (13.24%) Data Warehouse
7 64 (9.21%) Data Lake
7 64 (9.21%) Power BI
8 51 (7.34%) MongoDB
9 47 (6.76%) Amazon Aurora
10 44 (6.33%) Metadata
11 33 (4.75%) Big Data
12 28 (4.03%) Apache Iceberg
13 27 (3.88%) SQL Server
14 26 (3.74%) NoSQL
15 25 (3.60%) MySQL
15 25 (3.60%) Tableau
16 24 (3.45%) Delta Lake
17 23 (3.31%) BigQuery
17 23 (3.31%) Relational Database
Development Applications
1 158 (22.73%) GitLab
2 144 (20.72%) Git
3 130 (18.71%) Jenkins
4 75 (10.79%) JIRA
5 26 (3.74%) Bitbucket
6 17 (2.45%) Cypress.io
6 17 (2.45%) Maven
6 17 (2.45%) SonarQube
7 14 (2.01%) JUnit
7 14 (2.01%) Mockito
8 12 (1.73%) Cucumber
9 7 (1.01%) Postman
10 6 (0.86%) Artifactory
10 6 (0.86%) Selenium
10 6 (0.86%) Sonatype Nexus
11 5 (0.72%) Atlassian Bamboo
11 5 (0.72%) DbUnit
12 4 (0.58%) Bitbucket Server
12 4 (0.58%) Flyway
12 4 (0.58%) jMock
General
1 171 (24.60%) Social Skills
2 152 (21.87%) Public Sector
3 126 (18.13%) Finance
4 57 (8.20%) Analytical Skills
5 47 (6.76%) Banking
6 19 (2.73%) Inclusion and Diversity
7 15 (2.16%) Front Office
8 13 (1.87%) Back Office
9 12 (1.73%) Legal
10 10 (1.44%) Military
11 8 (1.15%) Documentation Skills
11 8 (1.15%) Influencing Skills
11 8 (1.15%) Marketing
12 7 (1.01%) Law
12 7 (1.01%) Publishing
13 6 (0.86%) Billing
14 5 (0.72%) Presentation Skills
15 4 (0.58%) Investment Banking
15 4 (0.58%) Police
15 4 (0.58%) Retail
Job Titles
1 167 (24.03%) Data Engineer
2 127 (18.27%) Senior
3 118 (16.98%) AWS Engineer
4 114 (16.40%) Developer
5 88 (12.66%) DevOps Engineer
6 77 (11.08%) Architect
6 77 (11.08%) Lead
7 54 (7.77%) Senior Data Engineer
8 44 (6.33%) AWS Data Engineer
9 39 (5.61%) AWS DevOps
10 34 (4.89%) AWS Architect
10 34 (4.89%) Java Developer
11 31 (4.46%) AWS DevOps Engineer
11 31 (4.46%) Cloud Engineer
12 27 (3.88%) Data Architect
13 26 (3.74%) Platform Engineer
14 25 (3.60%) AWS Developer
15 24 (3.45%) Senior DevOps
15 24 (3.45%) Senior DevOps Engineer
16 22 (3.17%) Technical Leader
Libraries, Frameworks & Software Standards
1 334 (48.06%) Terraform
2 95 (13.67%) REST
3 88 (12.66%) Kafka
4 73 (10.50%) PySpark
5 57 (8.20%) Spring Boot
6 55 (7.91%) Spring
7 53 (7.63%) RESTful
8 52 (7.48%) React
9 42 (6.04%) AWS CDK
10 39 (5.61%) Node.js
11 30 (4.32%) FastAPI
12 28 (4.03%) SOAP
13 25 (3.60%) AngularJS
14 23 (3.31%) GraphQL
14 23 (3.31%) JSON
15 22 (3.17%) .NET
16 20 (2.88%) OAuth
17 19 (2.73%) RabbitMQ
18 16 (2.30%) Keycloak
18 16 (2.30%) Pandas
Miscellaneous
1 191 (27.48%) Cloud Native
2 65 (9.35%) Product Ownership
3 39 (5.61%) Distributed Systems
4 23 (3.31%) Onboarding
5 19 (2.73%) NHS
6 17 (2.45%) Enterprise Software
7 15 (2.16%) Security Posture
8 14 (2.01%) AI Agents
8 14 (2.01%) Legacy Systems
8 14 (2.01%) Replication
9 13 (1.87%) IVR
10 12 (1.73%) Hybrid Cloud
11 10 (1.44%) Data Structures
12 9 (1.29%) Legacy Code
12 9 (1.29%) Linux Command Line
12 9 (1.29%) Virtual Team
13 8 (1.15%) Algorithms
13 8 (1.15%) Mainframe
14 7 (1.01%) Enterprise Cloud
14 7 (1.01%) Management Information System
Operating Systems
1 96 (13.81%) Linux
2 23 (3.31%) Unix
2 23 (3.31%) Windows
3 17 (2.45%) Red Hat Enterprise Linux
4 10 (1.44%) Amazon Linux
5 7 (1.01%) Ubuntu
6 6 (0.86%) Windows Server
7 4 (0.58%) AIX
8 3 (0.43%) Windows Server 2019
9 2 (0.29%) Android
9 2 (0.29%) Apple iOS
10 1 (0.14%) CentOS
10 1 (0.14%) Rocky
10 1 (0.14%) VMS
10 1 (0.14%) zOS
Processes & Methodologies
1 458 (65.90%) CI/CD
2 315 (45.32%) Infrastructure as Code
3 312 (44.89%) DevOps
4 272 (39.14%) Agile
5 186 (26.76%) Data Engineering
6 183 (26.33%) Data Pipeline
7 150 (21.58%) Analytics
8 135 (19.42%) AI
8 135 (19.42%) Data Modelling
8 135 (19.42%) Observability
9 130 (18.71%) Containerisation
10 129 (18.56%) ETL
11 117 (16.83%) Continuous Improvement
12 113 (16.26%) Test Automation
13 112 (16.12%) Microservices
14 106 (15.25%) Event-Driven
14 106 (15.25%) Migration
15 100 (14.39%) Technical Leadership
16 93 (13.38%) Machine Learning
17 92 (13.24%) Business Intelligence
Programming Languages
1 392 (56.40%) Python
2 265 (38.13%) SQL
3 110 (15.83%) Java
4 72 (10.36%) Bash
4 72 (10.36%) TypeScript
5 53 (7.63%) JavaScript
6 29 (4.17%) PowerShell
7 23 (3.31%) Scala
8 22 (3.17%) C#
8 22 (3.17%) Shell Script
9 17 (2.45%) Groovy
10 15 (2.16%) PL/SQL
11 9 (1.29%) Bicep
11 9 (1.29%) Go
12 7 (1.01%) Perl
13 5 (0.72%) R
14 4 (0.58%) Cypher
14 4 (0.58%) Gremlin
14 4 (0.58%) Kotlin
14 4 (0.58%) SPARQL
Qualifications
1 240 (34.53%) Security Cleared
2 216 (31.08%) SC Cleared
3 95 (13.67%) AWS Certification
4 47 (6.76%) BPSS Clearance
5 38 (5.47%) AWS Certified Solutions Architect
6 31 (4.46%) Degree
7 24 (3.45%) DV Cleared
8 18 (2.59%) AWS Certified Cloud Practitioner
9 14 (2.01%) Azure Certification
10 13 (1.87%) AWS Certified DevOps Engineer
11 11 (1.58%) Computer Science Degree
12 9 (1.29%) CISM
12 9 (1.29%) CISSP
13 8 (1.15%) SAFe Agilist
14 7 (1.01%) Master's Degree
15 5 (0.72%) DBS Check
16 3 (0.43%) AWS Certified Developer
16 3 (0.43%) CSPO
16 3 (0.43%) Microsoft Certified Professional
17 2 (0.29%) AWS Certified SysOps Administrator
Quality Assurance & Compliance
1 125 (17.99%) Data Quality
2 50 (7.19%) QA
3 17 (2.45%) Accessibility
3 17 (2.45%) GDPR
4 11 (1.58%) NIST
5 6 (0.86%) HL7
6 5 (0.72%) PCI DSS
7 4 (0.58%) ISO/IEC 27001
7 4 (0.58%) NCSC
7 4 (0.58%) SLA
8 3 (0.43%) Disclosure Scotland
9 2 (0.29%) Government Security Classifications
9 2 (0.29%) HIPAA
9 2 (0.29%) ISO 20022
9 2 (0.29%) Sarbanes-Oxley
9 2 (0.29%) WCAG
10 1 (0.14%) Actionable Recommendations
10 1 (0.14%) GLBA
10 1 (0.14%) GRC
10 1 (0.14%) SNOMED CT
System Software
1 224 (32.23%) Docker
2 17 (2.45%) Active Directory
3 5 (0.72%) Postfix
3 5 (0.72%) Virtual Machines
4 4 (0.58%) Squid
5 3 (0.43%) HDFS
6 2 (0.29%) Apache ZooKeeper
6 2 (0.29%) DFS Replication
6 2 (0.29%) Dovecot
6 2 (0.29%) VMware Infrastructure
7 1 (0.14%) Ceph
7 1 (0.14%) Hyper-V
7 1 (0.14%) Virtual Desktop
Systems Management
1 150 (21.58%) Kubernetes
2 108 (15.54%) Grafana
3 65 (9.35%) Prometheus
4 51 (7.34%) Ansible
5 18 (2.59%) Argo
6 16 (2.30%) Kibana
7 14 (2.01%) Puppet
8 13 (1.87%) Karpenter
9 12 (1.73%) Istio
10 8 (1.15%) Packer
11 6 (0.86%) Oracle RMAN
12 5 (0.72%) Single Sign-On
13 4 (0.58%) Docker Swarm
13 4 (0.58%) Oracle Enterprise Manager
13 4 (0.58%) Progress Chef
13 4 (0.58%) Salt
14 3 (0.43%) Control-M
14 3 (0.43%) systemd
15 2 (0.29%) Consul
15 2 (0.29%) ZABBIX
Vendors
1 60 (8.63%) Databricks
2 56 (8.06%) Oracle
3 47 (6.76%) Microsoft
4 30 (4.32%) Informatica
5 23 (3.31%) Splunk
6 22 (3.17%) ServiceNow
7 19 (2.73%) Google
8 18 (2.59%) Dynatrace
9 13 (1.87%) Confluent
9 13 (1.87%) Salesforce
10 12 (1.73%) Teradata
11 11 (1.58%) Denodo
12 10 (1.44%) OpenAI
13 9 (1.29%) webMethods
14 8 (1.15%) Atlassian
14 8 (1.15%) Brio
14 8 (1.15%) Foundry
14 8 (1.15%) Jaspersoft
14 8 (1.15%) Palantir
15 7 (1.01%) Red Hat