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 19 May 2026, with comparisons to the same periods in the previous two years.

6 months to
19 May 2026
Same period 2025 Same period 2024
Rank 197 168 219
Rank change year-on-year -29 +51 +36
Contract jobs citing Amazon S3 647 476 436
As % of all contract jobs in the UK 1.35% 1.63% 1.02%
As % of the Cloud Services category 3.79% 4.34% 3.14%
Number of daily rates quoted 455 361 337
10th Percentile £358 £400 £400
25th Percentile £448 £463 £438
Median daily rate (50th Percentile) £525 £525 £506
Median % change year-on-year - +3.75% -8.00%
75th Percentile £614 £600 £600
90th Percentile £700 £700 £709
UK excluding London median daily rate £488 £500 £507
% change year-on-year -2.50% -1.28% +1.30%
Number of hourly rates quoted 6 0 0
10th Percentile £71.00 - -
25th Percentile - - -
Median hourly rate £81.00 - -
75th Percentile £91.50 - -
90th Percentile £95.00 - -
UK excluding London median hourly rate £81.00 - -

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 17,053 10,966 13,869
As % of all contract IT jobs advertised in the UK 35.50% 37.55% 32.57%
Number of daily rates quoted 11,507 7,533 9,862
10th Percentile £325 £313 £300
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £505 £513 £525
Median % change year-on-year -1.46% -2.38% -4.55%
75th Percentile £606 £623 £634
90th Percentile £703 £725 £738
UK excluding London median daily rate £490 £475 £488
% change year-on-year +3.16% -2.56% -2.50%
Number of hourly rates quoted 508 249 350
10th Percentile £15.25 £15.14 £14.00
25th Percentile £20.32 £18.50 £16.06
Median hourly rate £36.36 £27.50 £21.37
Median % change year-on-year +32.20% +28.69% -38.94%
75th Percentile £63.75 £47.50 £38.13
90th Percentile £77.81 £73.75 £65.75
UK excluding London median hourly rate £37.50 £20.89 £17.72
% change year-on-year +79.51% +17.89% -31.49%

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 19 May 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 19 May 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 19 May 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 +1 554 £525 -2.33% 188
London +11 384 £550 - 81
UK excluding London -62 203 £488 -2.50% 128
Work from Home -20 188 £500 -4.76% 109
Midlands -23 64 £470 -1.05% 10
West Midlands -16 60 £475 -2.56% 9
North of England -58 51 £500 +2.56% 50
Scotland -39 34 £475 -4.95% 7
North West -32 31 £500 +5.26% 25
South East -41 30 £585 +15.84% 29
South West -18 16 £450 -18.18% 29
Yorkshire -55 12 £500 -4.76% 18
North East -16 8 £444 - 8
East of England -27 6 £450 -10.00% 2
East Midlands -31 4 £413 -10.13% 1
Northern Ireland 0 2 £400 -20.00% 1
Wales - 2 £363 - 1

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 67 (10.36%) Apache Spark
2 66 (10.20%) Apache Airflow
3 50 (7.73%) Confluence
4 44 (6.80%) Apache
5 21 (3.25%) SAS
6 10 (1.55%) nginx
7 4 (0.62%) SharePoint
8 3 (0.46%) Adobe Experience Manager
9 2 (0.31%) Jupyter
9 2 (0.31%) Microsoft Exchange
9 2 (0.31%) OpenStack
10 1 (0.15%) Apache Superset
10 1 (0.15%) Apache Synapse
10 1 (0.15%) CMS
10 1 (0.15%) OpenROAD
Applications
1 11 (1.70%) Microsoft Excel
2 4 (0.62%) Chatbot
Business Applications
1 2 (0.31%) Aladdin
2 1 (0.15%) Actimize
2 1 (0.15%) Loan IQ
2 1 (0.15%) Payment Gateway
2 1 (0.15%) Shopify
Cloud Services
1 641 (99.07%) AWS
2 409 (63.21%) Serverless
3 400 (61.82%) AWS Lambda
4 239 (36.94%) Amazon EC2
5 169 (26.12%) Amazon CloudWatch
6 145 (22.41%) Amazon ECS
7 139 (21.48%) AWS CloudFormation
8 130 (20.09%) GitHub
9 125 (19.32%) Amazon EKS
9 125 (19.32%) Virtual Private Cloud
10 99 (15.30%) Amazon SQS
11 96 (14.84%) Azure
12 93 (14.37%) GitHub Actions
13 89 (13.76%) AWS Step Functions
14 67 (10.36%) Snowflake
15 57 (8.81%) Amazon EMR
16 55 (8.50%) dbt
17 51 (7.88%) Power Platform
18 49 (7.57%) Amazon Kinesis
19 48 (7.42%) AWS CodePipeline
Communications & Networking
1 31 (4.79%) DNS
2 21 (3.25%) Firewall
3 15 (2.32%) TCP/IP
4 14 (2.16%) VPN
5 11 (1.70%) Network Security
5 11 (1.70%) OpenVPN
6 5 (0.77%) DHCP
6 5 (0.77%) HTTP
7 4 (0.62%) Reverse Proxy
8 3 (0.46%) BGP
8 3 (0.46%) Internet
8 3 (0.46%) NAS
8 3 (0.46%) OSPF
8 3 (0.46%) SAN
9 2 (0.31%) CTI
9 2 (0.31%) Multicast
9 2 (0.31%) SD-WAN
9 2 (0.31%) SSL
9 2 (0.31%) VLAN
9 2 (0.31%) WAN
Database & Business Intelligence
1 157 (24.27%) Amazon RDS
2 126 (19.47%) Amazon Athena
3 106 (16.38%) DynamoDB
4 92 (14.22%) Amazon Redshift
4 92 (14.22%) PostgreSQL
5 54 (8.35%) Amazon Aurora
6 53 (8.19%) Data Warehouse
7 51 (7.88%) Power BI
8 50 (7.73%) Data Lake
9 37 (5.72%) Relational Database
10 36 (5.56%) NoSQL
11 33 (5.10%) Metadata
12 30 (4.64%) Tableau
13 27 (4.17%) Big Data
13 27 (4.17%) SQL Server
14 24 (3.71%) BigQuery
14 24 (3.71%) MongoDB
15 23 (3.55%) Apache Iceberg
15 23 (3.55%) OLTP
16 20 (3.09%) Snowflake Schema
Development Applications
1 137 (21.17%) Jenkins
2 129 (19.94%) GitLab
3 117 (18.08%) Git
4 64 (9.89%) JIRA
5 28 (4.33%) SonarQube
6 27 (4.17%) Bitbucket
7 25 (3.86%) JUnit
8 22 (3.40%) Maven
9 18 (2.78%) Mockito
10 14 (2.16%) Cypress.io
11 11 (1.70%) DbUnit
11 11 (1.70%) jMock
12 10 (1.55%) MLflow
13 9 (1.39%) Bitbucket Server
13 9 (1.39%) Cucumber
14 8 (1.24%) Artifactory
15 7 (1.08%) Postman
16 6 (0.93%) Selenium
17 4 (0.62%) Gradle
17 4 (0.62%) NUnit
General
1 164 (25.35%) Social Skills
2 110 (17.00%) Finance
3 108 (16.69%) Public Sector
4 62 (9.58%) Analytical Skills
5 30 (4.64%) Banking
6 21 (3.25%) Documentation Skills
7 13 (2.01%) Front Office
8 12 (1.85%) Presentation Skills
9 6 (0.93%) Legal
10 5 (0.77%) Military
11 4 (0.62%) Influencing Skills
11 4 (0.62%) Organisational Skills
12 3 (0.46%) Billing
12 3 (0.46%) Inclusion and Diversity
12 3 (0.46%) Manufacturing
12 3 (0.46%) Retail
12 3 (0.46%) Telecoms
13 2 (0.31%) Games
13 2 (0.31%) Investment Banking
13 2 (0.31%) Local Government
Job Titles
1 150 (23.18%) Data Engineer
2 138 (21.33%) Developer
3 99 (15.30%) AWS Engineer
4 82 (12.67%) Senior
5 80 (12.36%) Architect
6 70 (10.82%) Lead
7 45 (6.96%) Java Developer
8 42 (6.49%) DevOps Engineer
9 39 (6.03%) AWS Architect
10 38 (5.87%) AWS Data Engineer
11 34 (5.26%) Cloud Engineer
12 31 (4.79%) AWS Developer
12 31 (4.79%) Senior Data Engineer
13 26 (4.02%) Data Architect
14 25 (3.86%) Python Engineer
14 25 (3.86%) Software Engineer
15 24 (3.71%) AWS DevOps
15 24 (3.71%) Lead Data Engineer
16 23 (3.55%) Site Engineer
16 23 (3.55%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 104 (16.07%) Kafka
2 77 (11.90%) Spring
2 77 (11.90%) Spring Boot
3 64 (9.89%) REST
4 63 (9.74%) RESTful
5 61 (9.43%) PySpark
6 58 (8.96%) Node.js
7 54 (8.35%) React
8 44 (6.80%) AWS CDK
9 37 (5.72%) AngularJS
10 34 (5.26%) OAuth
11 27 (4.17%) FastAPI
12 26 (4.02%) Pandas
13 24 (3.71%) OpenID
13 24 (3.71%) PyTorch
14 23 (3.55%) SOAP
15 20 (3.09%) JPA
16 19 (2.94%) boto
16 19 (2.94%) Hibernate
16 19 (2.94%) Web Services
Miscellaneous
1 165 (25.50%) Cloud Native
2 48 (7.42%) Product Ownership
3 42 (6.49%) Distributed Systems
4 15 (2.32%) NHS
5 14 (2.16%) Onboarding
6 12 (1.85%) Self-Motivation
7 9 (1.39%) Algorithms
8 8 (1.24%) Data Centre
8 8 (1.24%) Data Structures
8 8 (1.24%) Legacy Systems
9 7 (1.08%) Enterprise Software
9 7 (1.08%) Hedge funds
9 7 (1.08%) Mainframe
10 6 (0.93%) Clustering
10 6 (0.93%) Data Protection Act
10 6 (0.93%) Distributed Computing
10 6 (0.93%) PACS
10 6 (0.93%) SWIFT Messaging Network
11 5 (0.77%) Derivative
11 5 (0.77%) Reference Data
Operating Systems
1 78 (12.06%) Linux
2 21 (3.25%) Unix
3 11 (1.70%) Red Hat Enterprise Linux
4 9 (1.39%) Windows
5 5 (0.77%) Amazon Linux
5 5 (0.77%) Windows Server
6 2 (0.31%) Android
6 2 (0.31%) Apple iOS
6 2 (0.31%) zOS
7 1 (0.15%) Ubuntu
Processes & Methodologies
1 371 (57.34%) CI/CD
2 266 (41.11%) DevOps
3 234 (36.17%) Infrastructure as Code
4 198 (30.60%) Agile
5 151 (23.34%) Analytics
6 146 (22.57%) Data Engineering
7 143 (22.10%) ETL
8 141 (21.79%) Containerisation
9 132 (20.40%) Data Pipeline
10 131 (20.25%) Data Modelling
11 111 (17.16%) Microservices
12 104 (16.07%) AI
13 101 (15.61%) Observability
14 90 (13.91%) Problem-Solving
15 81 (12.52%) Migration
15 81 (12.52%) Test Automation
16 80 (12.36%) Event-Driven
17 74 (11.44%) Continuous Improvement
17 74 (11.44%) Scrum
18 71 (10.97%) Software Engineering
Programming Languages
1 355 (54.87%) Python
2 240 (37.09%) SQL
3 134 (20.71%) Java
4 64 (9.89%) TypeScript
5 53 (8.19%) C#
6 48 (7.42%) JavaScript
7 45 (6.96%) Bash
8 29 (4.48%) PowerShell
9 28 (4.33%) Shell Script
10 22 (3.40%) Scala
11 11 (1.70%) Go
12 8 (1.24%) Groovy
13 6 (0.93%) Bicep
13 6 (0.93%) SAS Macro
14 4 (0.62%) Perl
14 4 (0.62%) PL/SQL
15 3 (0.46%) C++
15 3 (0.46%) R
16 2 (0.31%) Kotlin
16 2 (0.31%) SPARQL
Qualifications
1 210 (32.46%) Security Cleared
2 171 (26.43%) SC Cleared
3 39 (6.03%) AWS Certification
4 18 (2.78%) BPSS Clearance
5 16 (2.47%) Degree
6 14 (2.16%) DV Cleared
7 13 (2.01%) AWS Certified Solutions Architect
8 12 (1.85%) Azure Certification
9 10 (1.55%) SAFe Agilist
10 8 (1.24%) AWS Certified Cloud Practitioner
10 8 (1.24%) Computer Science Degree
11 7 (1.08%) AWS Certified DevOps Engineer
11 7 (1.08%) Master's Degree
12 4 (0.62%) AWS Certified Developer
12 4 (0.62%) DBS Check
12 4 (0.62%) ITIL Certification
13 3 (0.46%) OCP
13 3 (0.46%) Oracle Certification
13 3 (0.46%) PhD
13 3 (0.46%) PMI Certification
Quality Assurance & Compliance
1 81 (12.52%) Data Quality
2 26 (4.02%) GDPR
2 26 (4.02%) QA
3 14 (2.16%) SLA
4 8 (1.24%) Accessibility
4 8 (1.24%) NIST
5 7 (1.08%) ISO/IEC 27001
5 7 (1.08%) PMO
6 6 (0.93%) ISO 20022
6 6 (0.93%) PCI DSS
7 4 (0.62%) Disclosure Scotland
8 2 (0.31%) GRC
8 2 (0.31%) NCSC
9 1 (0.15%) Actionable Recommendations
9 1 (0.15%) California Consumer Privacy Act
9 1 (0.15%) HL7
9 1 (0.15%) IFRS
9 1 (0.15%) IFRS 9
9 1 (0.15%) MiFID
9 1 (0.15%) WCAG
System Software
1 199 (30.76%) Docker
2 12 (1.85%) Active Directory
3 10 (1.55%) Postfix
3 10 (1.55%) Squid
4 6 (0.93%) Virtual Machines
5 3 (0.46%) HDFS
5 3 (0.46%) ISA Server
6 1 (0.15%) VMware Infrastructure
Systems Management
1 281 (43.43%) Terraform
2 142 (21.95%) Kubernetes
3 99 (15.30%) Grafana
4 64 (9.89%) Prometheus
5 38 (5.87%) Ansible
6 18 (2.78%) Single Sign-On
7 12 (1.85%) Kibana
8 9 (1.39%) FortiGate
8 9 (1.39%) Progress Chef
8 9 (1.39%) Puppet
9 8 (1.24%) Consul
10 5 (0.77%) Argo
10 5 (0.77%) Docker Swarm
11 4 (0.62%) Karpenter
11 4 (0.62%) Salt
12 3 (0.46%) Data Guard
12 3 (0.46%) Opsgenie
12 3 (0.46%) Oracle Enterprise Manager
12 3 (0.46%) Oracle RMAN
12 3 (0.46%) Red Hat Satellite
Vendors
1 67 (10.36%) Databricks
2 32 (4.95%) Microsoft
3 30 (4.64%) Splunk
4 27 (4.17%) Google
5 20 (3.09%) Atlassian
6 17 (2.63%) Dynatrace
6 17 (2.63%) Oracle
7 15 (2.32%) Informatica
7 15 (2.32%) Red Hat
7 15 (2.32%) ServiceNow
8 14 (2.16%) Jaspersoft
9 11 (1.70%) Denodo
10 9 (1.39%) Confluent
11 8 (1.24%) OpenAI
12 6 (0.93%) AVEVA
12 6 (0.93%) IBM
12 6 (0.93%) SAP
12 6 (0.93%) Teradata
13 5 (0.77%) Ab Initio
13 5 (0.77%) Tenable