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

6 months to
14 May 2026
Same period 2025 Same period 2024
Rank 191 178 234
Rank change year-on-year -13 +56 +20
Contract jobs citing Amazon S3 650 461 430
As % of all contract jobs in the UK 1.37% 1.59% 1.01%
As % of the Cloud Services category 3.83% 4.23% 3.10%
Number of daily rates quoted 450 353 330
10th Percentile £357 £400 £405
25th Percentile £441 £460 £438
Median daily rate (50th Percentile) £525 £525 £506
Median % change year-on-year - +3.75% -8.00%
75th Percentile £614 £600 £598
90th Percentile £701 £690 £694
UK excluding London median daily rate £475 £500 £510
% change year-on-year -5.00% -1.96% +2.31%
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 16,950 10,887 13,856
As % of all contract IT jobs advertised in the UK 35.63% 37.57% 32.41%
Number of daily rates quoted 11,444 7,495 9,847
10th Percentile £325 £313 £300
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £501 £515 £525
Median % change year-on-year -2.82% -1.90% -4.55%
75th Percentile £602 £625 £635
90th Percentile £700 £725 £738
UK excluding London median daily rate £488 £475 £488
% change year-on-year +2.63% -2.56% -2.50%
Number of hourly rates quoted 511 245 346
10th Percentile £15.25 £15.23 £14.00
25th Percentile £20.86 £18.50 £16.02
Median hourly rate £37.58 £27.50 £21.37
Median % change year-on-year +36.65% +28.69% -38.94%
75th Percentile £67.50 £47.50 £35.50
90th Percentile £81.00 £73.25 £64.13
UK excluding London median hourly rate £42.69 £21.39 £17.72
% change year-on-year +99.56% +20.71% -28.58%

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 14 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 14 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 14 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 +2 558 £525 -2.33% 194
London +15 387 £550 - 83
UK excluding London -55 203 £475 -5.00% 124
Work from Home -13 184 £500 -4.76% 102
Midlands -17 63 £470 -3.69% 12
West Midlands -12 59 £475 -5.00% 10
North of England -53 53 £500 +2.56% 45
Scotland -29 33 £470 -6.00% 6
North West -27 31 £500 +11.11% 24
South East -37 30 £580 +14.85% 30
South West -25 16 £450 -18.18% 29
Yorkshire -55 14 £500 -4.76% 17
North East -12 8 £444 - 5
East of England -32 6 £450 -4.00% 3
East Midlands -31 4 £413 -10.13% 2
Northern Ireland +2 2 £400 -20.00%
Wales -10 2 £363 -9.38%

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 69 (10.62%) Apache Spark
2 66 (10.15%) Apache Airflow
3 49 (7.54%) Confluence
4 45 (6.92%) Apache
5 21 (3.23%) SAS
6 10 (1.54%) 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 (1.69%) 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%) Shopify
Cloud Services
1 644 (99.08%) AWS
2 410 (63.08%) Serverless
3 401 (61.69%) AWS Lambda
4 237 (36.46%) Amazon EC2
5 172 (26.46%) Amazon CloudWatch
6 151 (23.23%) Amazon ECS
7 144 (22.15%) AWS CloudFormation
8 130 (20.00%) GitHub
9 128 (19.69%) Virtual Private Cloud
10 127 (19.54%) Amazon EKS
11 100 (15.38%) Azure
12 98 (15.08%) Amazon SQS
13 93 (14.31%) GitHub Actions
14 89 (13.69%) AWS Step Functions
15 67 (10.31%) Snowflake
16 58 (8.92%) Amazon EMR
17 56 (8.62%) dbt
18 51 (7.85%) Power Platform
19 48 (7.38%) GCP
19 48 (7.38%) Route 53
Communications & Networking
1 31 (4.77%) DNS
2 21 (3.23%) Firewall
3 15 (2.31%) TCP/IP
3 15 (2.31%) VPN
4 11 (1.69%) Network Security
4 11 (1.69%) OpenVPN
5 5 (0.77%) DHCP
5 5 (0.77%) HTTP
6 4 (0.62%) Reverse Proxy
7 3 (0.46%) BGP
7 3 (0.46%) Internet
7 3 (0.46%) NAS
7 3 (0.46%) OSPF
7 3 (0.46%) SAN
8 2 (0.31%) Kerberos
8 2 (0.31%) Multicast
8 2 (0.31%) SD-WAN
8 2 (0.31%) SSL
8 2 (0.31%) VLAN
8 2 (0.31%) WAN
Database & Business Intelligence
1 156 (24.00%) Amazon RDS
2 126 (19.38%) Amazon Athena
3 106 (16.31%) DynamoDB
4 95 (14.62%) PostgreSQL
5 93 (14.31%) Amazon Redshift
6 54 (8.31%) Amazon Aurora
6 54 (8.31%) Data Warehouse
7 52 (8.00%) Data Lake
8 51 (7.85%) Power BI
9 38 (5.85%) Relational Database
10 35 (5.38%) NoSQL
11 33 (5.08%) Metadata
12 30 (4.62%) Tableau
13 29 (4.46%) Big Data
14 27 (4.15%) SQL Server
15 25 (3.85%) MongoDB
16 24 (3.69%) BigQuery
17 23 (3.54%) Apache Iceberg
17 23 (3.54%) OLTP
18 20 (3.08%) Snowflake Schema
Development Applications
1 139 (21.38%) Jenkins
2 132 (20.31%) GitLab
3 117 (18.00%) Git
4 62 (9.54%) JIRA
5 28 (4.31%) SonarQube
6 27 (4.15%) Bitbucket
7 25 (3.85%) JUnit
8 23 (3.54%) Maven
9 18 (2.77%) Mockito
10 14 (2.15%) Cypress.io
11 11 (1.69%) DbUnit
11 11 (1.69%) jMock
12 10 (1.54%) MLflow
13 9 (1.38%) Bitbucket Server
13 9 (1.38%) Cucumber
14 8 (1.23%) Artifactory
15 6 (0.92%) Postman
15 6 (0.92%) Selenium
16 5 (0.77%) Gradle
17 4 (0.62%) NUnit
General
1 162 (24.92%) Social Skills
2 116 (17.85%) Finance
3 107 (16.46%) Public Sector
4 62 (9.54%) Analytical Skills
5 33 (5.08%) Banking
6 21 (3.23%) Documentation Skills
7 14 (2.15%) Front Office
8 12 (1.85%) Presentation Skills
9 6 (0.92%) Legal
10 5 (0.77%) Military
11 4 (0.62%) Influencing Skills
11 4 (0.62%) Organisational Skills
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%) Billing
13 2 (0.31%) Investment Banking
13 2 (0.31%) Law
13 2 (0.31%) Pharmaceutical
Job Titles
1 149 (22.92%) Data Engineer
2 136 (20.92%) Developer
3 97 (14.92%) AWS Engineer
4 81 (12.46%) Architect
4 81 (12.46%) Senior
5 73 (11.23%) Lead
6 44 (6.77%) Java Developer
7 43 (6.62%) DevOps Engineer
8 39 (6.00%) AWS Architect
9 37 (5.69%) AWS Data Engineer
10 35 (5.38%) Cloud Engineer
11 31 (4.77%) Senior Data Engineer
12 29 (4.46%) AWS Developer
13 26 (4.00%) AWS DevOps
13 26 (4.00%) Data Architect
14 24 (3.69%) Lead Data Engineer
14 24 (3.69%) Site Engineer
14 24 (3.69%) Site Reliability Engineer
15 23 (3.54%) Python Engineer
16 22 (3.38%) Analyst
Libraries, Frameworks & Software Standards
1 105 (16.15%) Kafka
2 79 (12.15%) Spring
2 79 (12.15%) Spring Boot
3 63 (9.69%) RESTful
4 61 (9.38%) PySpark
5 60 (9.23%) Node.js
6 59 (9.08%) REST
7 52 (8.00%) React
8 43 (6.62%) AWS CDK
9 35 (5.38%) AngularJS
10 34 (5.23%) OAuth
11 26 (4.00%) FastAPI
11 26 (4.00%) Pandas
12 24 (3.69%) OpenID
12 24 (3.69%) PyTorch
13 21 (3.23%) SOAP
14 20 (3.08%) JPA
15 19 (2.92%) boto
15 19 (2.92%) Hibernate
15 19 (2.92%) Spring Cloud
Miscellaneous
1 168 (25.85%) Cloud Native
2 48 (7.38%) Distributed Systems
3 43 (6.62%) Product Ownership
4 14 (2.15%) NHS
5 13 (2.00%) Onboarding
6 12 (1.85%) Self-Motivation
7 9 (1.38%) Algorithms
8 8 (1.23%) Data Centre
8 8 (1.23%) Data Structures
8 8 (1.23%) Enterprise Software
8 8 (1.23%) Legacy Systems
9 7 (1.08%) Data Protection Act
9 7 (1.08%) Hedge funds
9 7 (1.08%) Mainframe
10 6 (0.92%) Clustering
10 6 (0.92%) Distributed Computing
10 6 (0.92%) Hybrid Cloud
10 6 (0.92%) PACS
10 6 (0.92%) SWIFT Messaging Network
11 5 (0.77%) Derivative
Operating Systems
1 82 (12.62%) Linux
2 21 (3.23%) Unix
3 11 (1.69%) Red Hat Enterprise Linux
4 9 (1.38%) 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
1 376 (57.85%) CI/CD
2 271 (41.69%) DevOps
3 240 (36.92%) Infrastructure as Code
4 195 (30.00%) Agile
5 152 (23.38%) Analytics
6 148 (22.77%) Data Engineering
7 144 (22.15%) Containerisation
7 144 (22.15%) ETL
8 135 (20.77%) Data Pipeline
9 132 (20.31%) Data Modelling
10 116 (17.85%) Microservices
11 106 (16.31%) Observability
12 105 (16.15%) AI
13 94 (14.46%) Problem-Solving
14 82 (12.62%) Migration
15 81 (12.46%) Test Automation
16 79 (12.15%) Event-Driven
17 74 (11.38%) Continuous Improvement
18 72 (11.08%) Machine Learning
18 72 (11.08%) Scrum
Programming Languages
1 363 (55.85%) Python
2 239 (36.77%) SQL
3 136 (20.92%) Java
4 64 (9.85%) TypeScript
5 54 (8.31%) C#
6 49 (7.54%) Bash
7 47 (7.23%) JavaScript
8 29 (4.46%) PowerShell
9 28 (4.31%) Shell Script
10 22 (3.38%) Scala
11 11 (1.69%) Go
12 8 (1.23%) Groovy
13 7 (1.08%) Bicep
14 6 (0.92%) SAS Macro
15 4 (0.62%) Perl
15 4 (0.62%) PL/SQL
16 3 (0.46%) C++
16 3 (0.46%) R
17 2 (0.31%) Kotlin
17 2 (0.31%) SPARQL
Qualifications
1 210 (32.31%) Security Cleared
2 171 (26.31%) SC Cleared
3 41 (6.31%) AWS Certification
4 17 (2.62%) BPSS Clearance
4 17 (2.62%) Degree
5 16 (2.46%) AWS Certified Solutions Architect
6 12 (1.85%) Azure Certification
6 12 (1.85%) DV Cleared
7 10 (1.54%) Computer Science Degree
8 9 (1.38%) AWS Certified DevOps Engineer
8 9 (1.38%) SAFe Agilist
9 8 (1.23%) Master's Degree
10 7 (1.08%) AWS Certified Cloud Practitioner
11 4 (0.62%) AWS Certified Developer
11 4 (0.62%) DBS Check
11 4 (0.62%) ITIL Certification
12 3 (0.46%) OCP
12 3 (0.46%) Oracle Certification
12 3 (0.46%) PhD
12 3 (0.46%) SnowPro
Quality Assurance & Compliance
1 81 (12.46%) Data Quality
2 27 (4.15%) QA
3 26 (4.00%) GDPR
4 14 (2.15%) SLA
5 9 (1.38%) Accessibility
6 8 (1.23%) NIST
7 7 (1.08%) ISO/IEC 27001
7 7 (1.08%) PMO
8 6 (0.92%) ISO 20022
8 6 (0.92%) PCI DSS
9 4 (0.62%) Disclosure Scotland
10 2 (0.31%) GRC
10 2 (0.31%) NCSC
11 1 (0.15%) Actionable Recommendations
11 1 (0.15%) California Consumer Privacy Act
11 1 (0.15%) HL7
11 1 (0.15%) IFRS
11 1 (0.15%) IFRS 9
11 1 (0.15%) MiFID
11 1 (0.15%) WCAG
System Software
1 203 (31.23%) Docker
2 12 (1.85%) Active Directory
3 10 (1.54%) Postfix
3 10 (1.54%) Squid
4 6 (0.92%) Virtual Machines
5 4 (0.62%) HDFS
6 3 (0.46%) ISA Server
7 1 (0.15%) VMware Infrastructure
Systems Management
1 288 (44.31%) Terraform
2 145 (22.31%) Kubernetes
3 101 (15.54%) Grafana
4 65 (10.00%) Prometheus
5 41 (6.31%) Ansible
6 18 (2.77%) Single Sign-On
7 12 (1.85%) Kibana
8 10 (1.54%) Progress Chef
8 10 (1.54%) Puppet
9 9 (1.38%) FortiGate
10 8 (1.23%) Consul
11 5 (0.77%) Argo
11 5 (0.77%) Docker Swarm
12 4 (0.62%) Karpenter
12 4 (0.62%) Salt
13 3 (0.46%) Data Guard
13 3 (0.46%) HP Fortify
13 3 (0.46%) Istio
13 3 (0.46%) ITRS Geneos
13 3 (0.46%) Red Hat Satellite
Vendors
1 69 (10.62%) Databricks
2 33 (5.08%) Microsoft
3 30 (4.62%) Splunk
4 27 (4.15%) Google
5 20 (3.08%) Atlassian
6 17 (2.62%) Dynatrace
6 17 (2.62%) Oracle
7 15 (2.31%) Informatica
7 15 (2.31%) Red Hat
7 15 (2.31%) ServiceNow
8 14 (2.15%) Jaspersoft
9 11 (1.69%) Denodo
10 9 (1.38%) Confluent
11 8 (1.23%) OpenAI
12 6 (0.92%) AVEVA
12 6 (0.92%) IBM
12 6 (0.92%) SAP
12 6 (0.92%) Teradata
13 5 (0.77%) Ab Initio
13 5 (0.77%) Tenable