AWS Job Trends

Amazon Web Services (AWS)
UK

The table below provides summary statistics and salary benchmarking for jobs requiring AWS skills. It covers permanent job vacancies from the 6 months leading up to 16 November 2025, with comparisons to the same periods in the previous two years.

6 months to
16 Nov 2025
Same period 2024 Same period 2023
Rank 14 12 11
Rank change year-on-year -2 -1 -5
Permanent jobs citing AWS 4,390 7,227 7,219
As % of all permanent jobs in the UK 8.33% 10.66% 13.57%
As % of the Cloud Services category 24.81% 32.75% 31.60%
Number of salaries quoted 2,856 4,329 5,977
10th Percentile £34,875 £45,000 £43,750
25th Percentile £53,438 £55,000 £53,750
Median annual salary (50th Percentile) £73,801 £75,000 £70,576
Median % change year-on-year -1.60% +6.27% -2.65%
75th Percentile £95,000 £95,000 £91,250
90th Percentile £120,000 £122,500 £115,000
UK excluding London median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - -4.00%

All Cloud Skills
UK

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

Permanent vacancies with a requirement for cloud computing skills 17,695 22,064 22,843
As % of all permanent jobs advertised in the UK 33.58% 32.54% 42.93%
Number of salaries quoted 11,262 13,313 19,111
10th Percentile £28,697 £35,000 £32,750
25th Percentile £37,500 £47,500 £45,000
Median annual salary (50th Percentile) £57,500 £65,000 £62,500
Median % change year-on-year -11.54% +4.00% -
75th Percentile £80,000 £82,500 £82,500
90th Percentile £100,000 £100,000 £100,000
UK excluding London median annual salary £50,000 £55,000 £54,000
% change year-on-year -9.09% +1.85% -1.82%

AWS
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing AWS relative to all permanent IT jobs advertised.

AWS job vacancy trend in the UK

AWS
Salary Trend

Salary distribution trend for jobs in the UK citing AWS.

Salary distribution trend for jobs in the UK citing AWS

AWS
Salary Histogram

Salary distribution for jobs citing AWS over the 6 months to 16 November 2025.

Salary histogram for AWS in the UK

AWS
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AWS within the UK over the 6 months to 16 November 2025. 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
Jobs
England -2 3,934 £74,415 -0.78% 4,796
UK excluding London -14 2,190 £62,500 +4.17% 2,543
London -5 1,919 £92,500 +2.78% 2,631
Work from Home -7 1,644 £75,000 -0.20% 2,591
North of England -6 724 £64,741 +3.59% 787
South East -19 499 £65,000 +8.33% 696
North West -10 374 £65,000 +4.00% 531
Midlands 0 324 £65,000 +8.33% 310
Yorkshire -2 287 £67,500 +8.00% 191
South West -10 258 £60,000 -4.00% 298
West Midlands +6 214 £67,500 +12.50% 194
Scotland -17 204 £60,000 -7.69% 136
East of England -34 117 £62,500 -10.71% 206
East Midlands -18 108 £60,000 - 114
North East -2 65 £50,000 -33.47% 68
Northern Ireland -1 54 £63,750 -1.92% 61
Wales -36 28 £60,000 +20.00% 72

AWS
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
1 233 (5.31%) Apache Airflow
2 176 (4.01%) Apache Spark
3 153 (3.49%) Apache
4 91 (2.07%) Confluence
5 57 (1.30%) Microsoft Exchange
6 47 (1.07%) SharePoint
7 27 (0.62%) IIS
8 26 (0.59%) nginx
8 26 (0.59%) WebSphere
9 24 (0.55%) WordPress
10 21 (0.48%) Tomcat
11 17 (0.39%) WebSphere Application Server
12 16 (0.36%) CMS
13 12 (0.27%) Headless CMS
14 11 (0.25%) Appian
14 11 (0.25%) JBoss
15 10 (0.23%) Anypoint
15 10 (0.23%) Exchange Server 2013
16 9 (0.21%) OpenStack
16 9 (0.21%) SAS
Applications
1 136 (3.10%) Microsoft Office
2 28 (0.64%) Microsoft Excel
3 13 (0.30%) MS Visio
4 9 (0.21%) Chatbot
4 9 (0.21%) Microsoft PowerPoint
5 8 (0.18%) Maya
6 7 (0.16%) Mozilla Thunderbird
7 5 (0.11%) Microsoft Project
8 3 (0.068%) Siemens NX
8 3 (0.068%) S-PLUS
8 3 (0.068%) Trello
9 2 (0.046%) Notion
10 1 (0.023%) Adobe Creative Suite
10 1 (0.023%) Adobe Illustrator
10 1 (0.023%) Adobe XD
10 1 (0.023%) Photoshop
10 1 (0.023%) PlantUML
10 1 (0.023%) Spreadsheet
Business Applications
1 36 (0.82%) SAP S/4HANA
2 22 (0.50%) Dynamics CRM
3 20 (0.46%) Shopify
4 14 (0.32%) Oracle ERP
5 13 (0.30%) Endur
6 11 (0.25%) SAP IBP
7 9 (0.21%) Payment Gateway
8 6 (0.14%) Fidessa
9 3 (0.068%) Magento
9 3 (0.068%) Teamcenter
10 2 (0.046%) Dynamics AX
10 2 (0.046%) Lawson
11 1 (0.023%) Aladdin
11 1 (0.023%) Bloomberg AIM
11 1 (0.023%) Markit EDM
11 1 (0.023%) NetSuite
11 1 (0.023%) Oracle BPM
11 1 (0.023%) Oracle Payables
11 1 (0.023%) Oracle Receivables
11 1 (0.023%) SimCorp Dimension
Cloud Services
1 2,214 (50.43%) Azure
2 1,152 (26.24%) GCP
3 486 (11.07%) Serverless
4 457 (10.41%) GitHub
5 382 (8.70%) SaaS
6 337 (7.68%) Amazon S3
7 333 (7.59%) AWS Lambda
8 311 (7.08%) Microsoft 365
9 235 (5.35%) Amazon EKS
10 223 (5.08%) Amazon EC2
11 210 (4.78%) dbt
12 203 (4.62%) Snowflake
13 202 (4.60%) Amazon ECS
14 198 (4.51%) AWS CloudFormation
15 160 (3.64%) Amazon CloudWatch
16 153 (3.49%) Azure DevOps
17 149 (3.39%) GitHub Actions
18 134 (3.05%) Power Platform
19 112 (2.55%) Entra ID
20 99 (2.26%) Virtual Private Cloud
Communications & Networking
1 288 (6.56%) Firewall
2 179 (4.08%) Internet
3 160 (3.64%) DNS
4 128 (2.92%) VPN
5 112 (2.55%) WAN
6 100 (2.28%) TCP/IP
7 97 (2.21%) Network Security
8 95 (2.16%) LAN
9 70 (1.59%) DHCP
10 60 (1.37%) VLAN
10 60 (1.37%) Wi-Fi
11 50 (1.14%) BGP
12 45 (1.03%) SD-WAN
13 44 (1.00%) SSL
14 43 (0.98%) SAN
15 42 (0.96%) Wireless
16 40 (0.91%) HTTP
17 39 (0.89%) OSPF
17 39 (0.89%) Remote Desktop
18 31 (0.71%) SSH
Database & Business Intelligence
1 447 (10.18%) PostgreSQL
2 264 (6.01%) NoSQL
3 234 (5.33%) SQL Server
4 231 (5.26%) Data Warehouse
5 221 (5.03%) MongoDB
6 190 (4.33%) Relational Database
7 185 (4.21%) MySQL
8 176 (4.01%) Amazon Athena
9 173 (3.94%) Data Lake
10 171 (3.90%) Amazon RDS
11 169 (3.85%) DynamoDB
12 154 (3.51%) Apache Iceberg
13 127 (2.89%) Big Data
14 121 (2.76%) Apache Arrow
14 121 (2.76%) Dremio
15 116 (2.64%) Amazon Redshift
16 104 (2.37%) Elasticsearch
17 103 (2.35%) Power BI
18 99 (2.26%) Metadata
19 71 (1.62%) Hadoop
Development Applications
1 491 (11.18%) Git
2 362 (8.25%) Jenkins
3 184 (4.19%) GitLab
4 183 (4.17%) JIRA
5 87 (1.98%) JUnit
6 81 (1.85%) Selenium
7 65 (1.48%) TeamCity
8 47 (1.07%) Cypress.io
9 46 (1.05%) JMeter
10 43 (0.98%) Maven
11 42 (0.96%) Mockito
12 41 (0.93%) Cucumber
12 41 (0.93%) MLflow
13 39 (0.89%) Bitbucket
14 34 (0.77%) Vagrant
15 28 (0.64%) Postman
16 27 (0.62%) SonarQube
16 27 (0.62%) Sonatype Nexus
17 26 (0.59%) CircleCI
17 26 (0.59%) Robot Framework
General
1 1,348 (30.71%) Social Skills
2 1,282 (29.20%) Finance
3 506 (11.53%) Law
4 500 (11.39%) Banking
5 449 (10.23%) Analytical Skills
6 435 (9.91%) Inclusion and Diversity
7 268 (6.10%) Marketing
8 246 (5.60%) Public Sector
9 203 (4.62%) Retail
10 196 (4.46%) Front Office
11 163 (3.71%) Multimedia
12 153 (3.49%) Financial Institution
13 127 (2.89%) Legal
14 120 (2.73%) French Language
15 119 (2.71%) Swedish Language
16 96 (2.19%) Games
17 95 (2.16%) Investment Banking
18 94 (2.14%) Telecoms
19 66 (1.50%) Manufacturing
20 65 (1.48%) Organisational Skills
Job Titles
1 997 (22.71%) Senior
2 876 (19.95%) Developer
3 673 (15.33%) Software Engineer
4 602 (13.71%) Lead
5 465 (10.59%) Architect
6 337 (7.68%) AWS Engineer
7 263 (5.99%) Java Engineer
8 247 (5.63%) DevOps Engineer
9 223 (5.08%) Analyst
10 222 (5.06%) Python Engineer
11 220 (5.01%) Full-Stack Developer
12 214 (4.87%) Java Software Engineer
13 210 (4.78%) Data Engineer
14 201 (4.58%) Software Developer
15 199 (4.53%) Senior Developer
16 197 (4.49%) Senior Software Engineer
17 181 (4.12%) Python Software Engineer
18 174 (3.96%) Java Developer
19 171 (3.90%) AWS Software Engineer
20 167 (3.80%) Trainee
Libraries, Frameworks & Software Standards
1 709 (16.15%) React
2 387 (8.82%) Node.js
3 373 (8.50%) Spring
4 371 (8.45%) Kafka
5 366 (8.34%) .NET
6 336 (7.65%) HTML
7 317 (7.22%) RESTful
8 315 (7.18%) CSS
9 299 (6.81%) Spring Boot
10 289 (6.58%) AngularJS
11 244 (5.56%) REST
12 200 (4.56%) Vue
13 194 (4.42%) Pandas
14 161 (3.67%) NumPy
15 123 (2.80%) SciPy
16 112 (2.55%) Django
17 104 (2.37%) GraphQL
18 97 (2.21%) .NET Core
19 93 (2.12%) Web Services
20 90 (2.05%) gRPC
Miscellaneous
1 646 (14.72%) Cloud Native
2 244 (5.56%) Distributed Systems
3 184 (4.19%) Public Cloud
4 180 (4.10%) Product Ownership
5 176 (4.01%) Fixed Income
6 157 (3.58%) Equities
7 148 (3.37%) Foreign Exchange (FX)
7 148 (3.37%) Management Information System
8 116 (2.64%) Legacy Systems
9 109 (2.48%) Enterprise Software
10 103 (2.35%) Hybrid Cloud
11 102 (2.32%) Data Centre
12 98 (2.23%) Algorithms
13 96 (2.19%) Hedge funds
14 90 (2.05%) Derivative
15 89 (2.03%) Onboarding
16 78 (1.78%) Greenfield Project
17 74 (1.69%) Self-Motivation
18 72 (1.64%) Linux Command Line
19 70 (1.59%) Data Structures
Operating Systems
1 486 (11.07%) Linux
2 403 (9.18%) Windows
3 146 (3.33%) Windows Server
4 133 (3.03%) Unix
5 65 (1.48%) Red Hat Enterprise Linux
6 47 (1.07%) VMS
7 35 (0.80%) Ubuntu
8 29 (0.66%) Android
9 26 (0.59%) CentOS
9 26 (0.59%) Mac OS
10 21 (0.48%) Windows Server 2019
11 20 (0.46%) Amazon Linux
12 18 (0.41%) Apple iOS
13 17 (0.39%) Debian
14 14 (0.32%) Windows 10
14 14 (0.32%) Windows Server 2016
15 9 (0.21%) Windows Server 2008
16 8 (0.18%) AIX
16 8 (0.18%) Solaris
17 7 (0.16%) Mac OS X
Processes & Methodologies
1 1,581 (36.01%) Agile
2 1,452 (33.08%) CI/CD
3 1,195 (27.22%) DevOps
4 1,072 (24.42%) Software Engineering
5 874 (19.91%) Problem-Solving
6 799 (18.20%) AI
7 790 (18.00%) Mentoring
8 698 (15.90%) Infrastructure as Code
9 676 (15.40%) Microservices
10 593 (13.51%) Continuous Improvement
11 558 (12.71%) Machine Learning
12 549 (12.51%) Containerisation
13 496 (11.30%) Roadmaps
14 495 (11.28%) Full-Stack Development
15 475 (10.82%) Cybersecurity
16 457 (10.41%) Analytics
17 427 (9.73%) Computer Science
18 404 (9.20%) Test Automation
19 386 (8.79%) SDLC
20 379 (8.63%) ITIL
Programming Languages
1 1,696 (38.63%) Python
2 992 (22.60%) Java
3 878 (20.00%) JavaScript
4 818 (18.63%) SQL
5 646 (14.72%) TypeScript
6 361 (8.22%) C#
7 253 (5.76%) PowerShell
8 243 (5.54%) Bash
9 195 (4.44%) Go
10 111 (2.53%) R
11 90 (2.05%) PHP
12 84 (1.91%) Kotlin
13 81 (1.85%) Scala
14 72 (1.64%) Shell Script
15 54 (1.23%) C++
16 51 (1.16%) Groovy
17 30 (0.68%) Rust
18 29 (0.66%) Bicep
19 28 (0.64%) C
19 28 (0.64%) PL/SQL
Qualifications
1 686 (15.63%) Degree
2 664 (15.13%) AWS Certification
3 524 (11.94%) Security Cleared
4 366 (8.34%) Azure Certification
5 363 (8.27%) Microsoft Certification
5 363 (8.27%) SC Cleared
6 273 (6.22%) Computer Science Degree
7 175 (3.99%) AWS Certified Cloud Practitioner
8 162 (3.69%) DV Cleared
9 145 (3.30%) MCSE
10 136 (3.10%) Master's Degree
11 124 (2.82%) AWS Certified Solutions Architect
12 101 (2.30%) Cisco Certification
13 78 (1.78%) CISSP
14 67 (1.53%) CCNP
15 55 (1.25%) TOGAF Certification
16 47 (1.07%) CISM
17 39 (0.89%) CCNA
18 34 (0.77%) A+ Certification
19 33 (0.75%) ITIL Certification
Quality Assurance & Compliance
1 289 (6.58%) QA
2 173 (3.94%) GDPR
3 160 (3.64%) ISO/IEC 27001
4 131 (2.98%) Data Quality
5 114 (2.60%) NIST
6 67 (1.53%) SLA
7 59 (1.34%) Accessibility
8 54 (1.23%) PCI DSS
9 47 (1.07%) Cyber Essentials
10 40 (0.91%) HIPAA
11 31 (0.71%) Cyber Essentials PLUS
12 28 (0.64%) EU AI Act
12 28 (0.64%) SOC 2
13 24 (0.55%) PSD2
14 22 (0.50%) Solvency II
15 20 (0.46%) GRC
16 14 (0.32%) NCSC
17 13 (0.30%) WCAG
18 11 (0.25%) Sarbanes-Oxley
19 9 (0.21%) California Consumer Privacy Act
System Software
1 812 (18.50%) Docker
2 232 (5.28%) Active Directory
3 146 (3.33%) VMware Infrastructure
4 88 (2.00%) Hyper-V
5 30 (0.68%) Virtual Machines
6 28 (0.64%) vSphere
7 23 (0.52%) DFS Replication
8 19 (0.43%) VMware ESXi
9 17 (0.39%) Virtual Desktop
10 16 (0.36%) HDFS
11 12 (0.27%) Firmware
12 10 (0.23%) Citrix Hypervisor
12 10 (0.23%) VMware NSX
13 9 (0.21%) Postfix
14 8 (0.18%) Dovecot
15 7 (0.16%) KVM
15 7 (0.16%) Squid
16 5 (0.11%) ProxySG
16 5 (0.11%) vCloud
16 5 (0.11%) zsh
Systems Management
1 946 (21.55%) Kubernetes
2 872 (19.86%) Terraform
3 347 (7.90%) Ansible
4 254 (5.79%) Grafana
5 184 (4.19%) Prometheus
6 69 (1.57%) Microsoft Intune
7 47 (1.07%) Argo
8 41 (0.93%) Kibana
9 40 (0.91%) Single Sign-On
10 35 (0.80%) Kubeflow
11 32 (0.73%) Puppet
12 26 (0.59%) SCCM
13 21 (0.48%) Progress Chef
14 20 (0.46%) Nagios
15 19 (0.43%) ZABBIX
16 15 (0.34%) FortiGate
17 13 (0.30%) Docker Swarm
17 13 (0.30%) Nessus
17 13 (0.30%) Nmap
18 12 (0.27%) Proxmox
Vendors
1 760 (17.31%) Microsoft
2 325 (7.40%) Google
3 231 (5.26%) Oracle
4 211 (4.81%) ServiceNow
5 207 (4.72%) VMware
6 180 (4.10%) Databricks
7 118 (2.69%) Splunk
8 95 (2.16%) Red Hat
9 94 (2.14%) Cisco
10 85 (1.94%) SAP
11 67 (1.53%) IBM
12 64 (1.46%) SolarWinds
13 61 (1.39%) Fortinet
14 57 (1.30%) Palo Alto
15 53 (1.21%) Dynatrace
16 45 (1.03%) OpenAI
17 38 (0.87%) Atlassian
17 38 (0.87%) Informatica
18 37 (0.84%) Dell
19 34 (0.77%) Salesforce