Hybrid/Remote AI Job Trends

AI
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring AI skills. It covers permanent job vacancies from the 6 months leading up to 3 October 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Oct 2026
Same period 2025 Same period 2024
Rank 7 4 55
Rank change year-on-year -3 +51 +23
Permanent jobs citing AI 3,244 3,811 1,041
As % of all permanent jobs with remote/hybrid work options 13.04% 22.65% 4.66%
As % of the Processes & Methodologies category 16.14% 24.14% 5.28%
Number of salaries quoted 2,041 694 534
10th Percentile £39,250 £25,892 £40,000
25th Percentile £50,000 £40,313 £51,250
Median annual salary (50th Percentile) £70,000 £65,000 £75,000
Median % change year-on-year +7.69% -13.33% -
75th Percentile £95,000 £95,000 £86,250
90th Percentile £115,000 £122,500 £106,750
UK median annual salary £72,500 £70,000 £75,000
% change year-on-year +3.57% -6.67% -

All Process & Methodology Skills
Work from Home

AI falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 20,104 15,790 19,699
As % of all permanent jobs with a WFH option 80.81% 93.84% 88.14%
Number of salaries quoted 14,346 8,455 11,710
10th Percentile £33,750 £29,750 £35,500
25th Percentile £44,750 £40,000 £45,000
Median annual salary (50th Percentile) £60,000 £57,500 £60,000
Median % change year-on-year +4.35% -4.17% -4.00%
75th Percentile £80,000 £78,750 £80,000
90th Percentile £100,000 £100,000 £101,250
UK median annual salary £60,000 £55,000 £58,700
% change year-on-year +9.09% -6.30% -2.17%

AI
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing AI and offering remote or hybrid work options relative to all permanent IT jobs advertised.

AI job vacancy trend for remote/hybrid jobs

AI
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing AI.

Salary distribution trend for jobs with remote/hybrid work options citing AI

AI
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing AI over the 6 months to 3 October 2026.

AI salary histogram for jobs with remote/hybrid work options

AI
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs 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
1 103 (3.18%) SharePoint
2 55 (1.70%) Confluence
3 37 (1.14%) CMS
4 29 (0.89%) Microsoft Exchange
5 25 (0.77%) Apache
6 21 (0.65%) Apache Spark
7 16 (0.49%) Apache Airflow
8 12 (0.37%) WordPress
9 10 (0.31%) SAS
10 7 (0.22%) Oracle SOA Suite
11 5 (0.15%) Oracle Workflow
12 4 (0.12%) Camunda
12 4 (0.12%) Palantir Foundry
13 3 (0.092%) Headless CMS
13 3 (0.092%) Jupyter
14 2 (0.062%) IIS
14 2 (0.062%) nginx
15 1 (0.031%) ArcGIS
15 1 (0.031%) JBoss
15 1 (0.031%) WebLogic
Applications
1 81 (2.50%) Microsoft Excel
2 54 (1.66%) Chatbot
3 34 (1.05%) Microsoft Office
4 24 (0.74%) Microsoft PowerPoint
5 17 (0.52%) UserZoom
6 15 (0.46%) Adobe Creative Suite
6 15 (0.46%) Photoshop
7 14 (0.43%) Adobe Illustrator
7 14 (0.43%) InDesign
8 13 (0.40%) Adobe After Effects
9 10 (0.31%) MS Visio
10 9 (0.28%) Spreadsheet
11 7 (0.22%) Moqups
12 5 (0.15%) Microsoft Project
12 5 (0.15%) Trello
13 3 (0.092%) Adobe XD
13 3 (0.092%) Notion
13 3 (0.092%) Productboard
13 3 (0.092%) Revit
13 3 (0.092%) Sketch
Business Applications
1 41 (1.26%) Dynamics CRM
2 28 (0.86%) Dynamics GP
3 24 (0.74%) Cloudability
4 14 (0.43%) SAP S/4HANA
5 6 (0.18%) Dynamics NAV
6 5 (0.15%) Oracle Procure-to-Pay
6 5 (0.15%) SAP PSCD
7 4 (0.12%) Distributed Ledger
7 4 (0.12%) Primavera
7 4 (0.12%) Sage 50
8 3 (0.092%) NetSuite
8 3 (0.092%) Shopify
9 2 (0.062%) FastStats
9 2 (0.062%) FastStats PeopleStage
9 2 (0.062%) Maximo
10 1 (0.031%) Academy Revenues and Benefits
10 1 (0.031%) Actimize
10 1 (0.031%) HFM
10 1 (0.031%) Oracle EBS
10 1 (0.031%) Oracle ERP
Cloud Services
1 899 (27.71%) Azure
2 640 (19.73%) AWS
3 310 (9.56%) SaaS
4 289 (8.91%) GCP
4 289 (8.91%) Power Platform
5 251 (7.74%) GitHub
6 217 (6.69%) Azure AI
7 192 (5.92%) Microsoft 365
8 162 (4.99%) Azure DevOps
9 150 (4.62%) GitHub Copilot
10 144 (4.44%) Microsoft Copilot
11 138 (4.25%) Anthropic Claude
12 132 (4.07%) Snowflake
13 113 (3.48%) Serverless
14 111 (3.42%) Entra ID
15 79 (2.44%) Power Automate
16 78 (2.40%) Microsoft Purview
17 69 (2.13%) Figma
18 65 (2.00%) Amazon Bedrock
19 54 (1.66%) Azure Synapse Analytics
Communications & Networking
1 131 (4.04%) Broadband
2 37 (1.14%) Internet
3 34 (1.05%) Firewall
3 34 (1.05%) VPN
4 33 (1.02%) Network Security
5 24 (0.74%) DNS
6 23 (0.71%) 5G
7 15 (0.46%) HTTP
8 14 (0.43%) DHCP
9 13 (0.40%) VoIP
10 11 (0.34%) CTI
11 9 (0.28%) Wireless
12 8 (0.25%) WAN
12 8 (0.25%) Wi-Fi
12 8 (0.25%) WPA
13 6 (0.18%) DMZ
13 6 (0.18%) TCP/IP
14 5 (0.15%) Ethernet VPN
14 5 (0.15%) VLAN
14 5 (0.15%) VXLAN
Database & Business Intelligence
1 202 (6.23%) MongoDB
2 189 (5.83%) Power BI
3 165 (5.09%) Azure SQL Database
4 110 (3.39%) PostgreSQL
5 106 (3.27%) Metadata
6 99 (3.05%) SQL Server
7 80 (2.47%) Data Warehouse
8 57 (1.76%) NoSQL
9 54 (1.66%) Tableau
10 52 (1.60%) Big Data
11 43 (1.33%) Data Lake
12 41 (1.26%) Relational Database
13 40 (1.23%) BigQuery
14 36 (1.11%) Redis
14 36 (1.11%) Semantic Layer
15 33 (1.02%) Delta Lake
16 26 (0.80%) MySQL
17 22 (0.68%) DynamoDB
18 21 (0.65%) Data Vault
18 21 (0.65%) Looker
Development Applications
1 126 (3.88%) Git
2 96 (2.96%) Claude Code
2 96 (2.96%) JIRA
3 41 (1.26%) Jenkins
4 36 (1.11%) GitLab
5 27 (0.83%) Snyk
6 20 (0.62%) MLflow
7 17 (0.52%) Selenium
8 15 (0.46%) Cypress.io
8 15 (0.46%) Postman
9 14 (0.43%) TeamCity
10 12 (0.37%) Visual Studio Code
11 10 (0.31%) JUnit
11 10 (0.31%) Maven
11 10 (0.31%) Mockito
12 6 (0.18%) Bitbucket
13 5 (0.15%) Burp Suite
13 5 (0.15%) Poetry
13 5 (0.15%) Rational DOORS
13 5 (0.15%) Visual Studio
General
1 1,016 (31.32%) Social Skills
2 793 (24.45%) Finance
3 445 (13.72%) Analytical Skills
4 391 (12.05%) Marketing
5 385 (11.87%) Inclusion and Diversity
6 236 (7.27%) Public Sector
7 232 (7.15%) Legal
8 163 (5.02%) Law
9 158 (4.87%) Banking
10 121 (3.73%) Influencing Skills
11 120 (3.70%) Organisational Skills
12 118 (3.64%) Retail
13 114 (3.51%) Games
14 69 (2.13%) Advertising
15 55 (1.70%) Manufacturing
16 47 (1.45%) Telecoms
17 38 (1.17%) Presentation Skills
18 34 (1.05%) Legal Technology
19 30 (0.92%) Financial Institution
20 27 (0.83%) Aerospace
Job Titles
1 611 (18.83%) Senior
2 433 (13.35%) Developer
3 345 (10.64%) Lead
4 342 (10.54%) Architect
5 284 (8.75%) Software Engineer
6 167 (5.15%) Analyst
7 162 (4.99%) .NET Developer
8 152 (4.69%) Artificial Intelligence Engineer
9 137 (4.22%) Consultant
10 101 (3.11%) Python Engineer
11 99 (3.05%) Solutions Architect
12 94 (2.90%) Data Engineer
13 88 (2.71%) Senior Manager
14 81 (2.50%) Full-Stack Developer
15 77 (2.37%) Data Scientist
16 70 (2.16%) Senior Developer
17 69 (2.13%) Senior Analyst
18 66 (2.03%) Engineering Manager
19 64 (1.97%) Sales Executive
20 63 (1.94%) Data Architect
Libraries, Frameworks & Software Standards
1 281 (8.66%) React
2 263 (8.11%) .NET
3 175 (5.39%) Terraform
4 161 (4.96%) RESTful
5 160 (4.93%) ASP.NET
6 159 (4.90%) Node.js
7 155 (4.78%) .NET Core
8 151 (4.65%) ASP.NET Core
9 148 (4.56%) ML.NET
10 135 (4.16%) CSS
11 127 (3.91%) REST
12 126 (3.88%) HTML
13 112 (3.45%) LangChain
14 110 (3.39%) Blazor
15 73 (2.25%) Next.js
16 71 (2.19%) LangGraph
17 56 (1.73%) PyTorch
17 56 (1.73%) Vue
18 54 (1.66%) PySpark
19 48 (1.48%) TensorFlow
Miscellaneous
1 290 (8.94%) AI Agents
2 273 (8.42%) Cloud Native
3 139 (4.28%) Product Ownership
4 130 (4.01%) Distributed Systems
5 116 (3.58%) Self-Motivation
6 107 (3.30%) Social Media
7 103 (3.18%) Blog
8 100 (3.08%) Management Information System
9 81 (2.50%) Cyber Threat
10 76 (2.34%) Onboarding
11 73 (2.25%) Low-Code
12 68 (2.10%) Algorithms
13 64 (1.97%) Data Centre
14 62 (1.91%) Enterprise Software
15 61 (1.88%) Greenfield Project
16 53 (1.63%) Hedge funds
17 49 (1.51%) Mobile App
17 49 (1.51%) Virtual Team
18 43 (1.33%) Video\Live Streaming
19 42 (1.29%) Credit Risk
Operating Systems
1 84 (2.59%) Windows
2 74 (2.28%) Linux
3 39 (1.20%) Android
4 22 (0.68%) Windows Server
5 20 (0.62%) Apple iOS
6 17 (0.52%) Mac OS
7 12 (0.37%) VMS
8 9 (0.28%) Ubuntu
9 8 (0.25%) Unix
10 5 (0.15%) Kali Linux
11 3 (0.092%) Debian
11 3 (0.092%) Embedded Linux
11 3 (0.092%) Red Hat Enterprise Linux
11 3 (0.092%) Robot Operating System
12 2 (0.062%) AIX
12 2 (0.062%) Solaris
13 1 (0.031%) FreeRTOS
Processes & Methodologies
1 742 (22.87%) Machine Learning
2 691 (21.30%) Agile
3 678 (20.90%) Analytics
4 639 (19.70%) Continuous Improvement
5 624 (19.24%) CI/CD
6 565 (17.42%) Software Engineering
7 554 (17.08%) Roadmaps
8 516 (15.91%) Mentoring
9 470 (14.49%) Problem-Solving
10 467 (14.40%) Decision-Making
11 434 (13.38%) LLM
12 412 (12.70%) Stakeholder Management
13 391 (12.05%) DevOps
14 369 (11.37%) Full-Stack Development
15 353 (10.88%) Cybersecurity
16 339 (10.45%) Stakeholder Engagement
17 333 (10.27%) Coaching
18 279 (8.60%) Data Science
19 271 (8.35%) Technical Leadership
20 245 (7.55%) Generative AI
Programming Languages
1 766 (23.61%) Python
2 569 (17.54%) SQL
3 313 (9.65%) C#
4 288 (8.88%) JavaScript
5 238 (7.34%) TypeScript
6 150 (4.62%) Java
7 78 (2.40%) PowerShell
8 76 (2.34%) C++
9 55 (1.70%) Go
10 52 (1.60%) Bash
11 44 (1.36%) Bicep
12 40 (1.23%) R
13 32 (0.99%) Scala
14 22 (0.68%) C
15 21 (0.65%) PHP
16 20 (0.62%) Kusto Query Language
17 19 (0.59%) Kotlin
17 19 (0.59%) Rust
18 18 (0.55%) Data Analysis Expressions
19 12 (0.37%) Ruby
Qualifications
1 272 (8.38%) Degree
2 269 (8.29%) Security Cleared
3 202 (6.23%) SC Cleared
4 82 (2.53%) CISSP
5 75 (2.31%) CISM
6 67 (2.07%) Computer Science Degree
7 64 (1.97%) DV Cleared
8 60 (1.85%) Azure Certification
9 54 (1.66%) A+ Certification
9 54 (1.66%) Microsoft Certification
9 54 (1.66%) Network+ Certification
10 45 (1.39%) ACCA
11 39 (1.20%) DBS Check
12 35 (1.08%) CIMA
13 33 (1.02%) AWS Certification
14 25 (0.77%) AWS Certified Solutions Architect
15 23 (0.71%) Master's Degree
16 22 (0.68%) PhD
17 18 (0.55%) SnowPro
18 16 (0.49%) BPSS Clearance
Quality Assurance & Compliance
1 246 (7.58%) Data Quality
2 172 (5.30%) Accessibility
3 155 (4.78%) GDPR
4 126 (3.88%) QA
5 73 (2.25%) ISO/IEC 27001
6 64 (1.97%) GRC
7 54 (1.66%) NIST
8 35 (1.08%) SLA
9 25 (0.77%) WCAG
10 21 (0.65%) Cyber Essentials
11 16 (0.49%) ISO/IEC 42001
12 15 (0.46%) PCI DSS
12 15 (0.46%) PMO
13 14 (0.43%) California Consumer Privacy Act
14 12 (0.37%) Sarbanes-Oxley
15 11 (0.34%) Actionable Recommendations
15 11 (0.34%) IFRS
16 10 (0.31%) EU AI Act
16 10 (0.31%) SOC 2
17 8 (0.25%) NCSC
System Software
1 256 (7.89%) Docker
2 103 (3.18%) Active Directory
3 55 (1.70%) Virtual Machines
4 29 (0.89%) VMware Infrastructure
5 15 (0.46%) Virtual Desktop
6 13 (0.40%) vSphere
7 12 (0.37%) Hyper-V
8 10 (0.31%) Firmware
9 3 (0.092%) Embedded Firmware
9 3 (0.092%) VMware NSX
10 2 (0.062%) NFS
11 1 (0.031%) HDFS
11 1 (0.031%) Slurm Workload Manager
11 1 (0.031%) VMware ESXi
Systems Management
1 222 (6.84%) Kubernetes
2 80 (2.47%) Microsoft Intune
3 38 (1.17%) Grafana
4 18 (0.55%) Ansible
4 18 (0.55%) Prometheus
5 8 (0.25%) Progress Chef
6 6 (0.18%) Single Sign-On
7 5 (0.15%) Istio
7 5 (0.15%) Kubeflow
7 5 (0.15%) Nmap
8 4 (0.12%) Argo
9 3 (0.092%) FortiGate
9 3 (0.092%) Kibana
9 3 (0.092%) linkerd
9 3 (0.092%) Podman
9 3 (0.092%) Puppet
10 2 (0.062%) Cilium
11 1 (0.031%) CASB
11 1 (0.031%) Functional Safety
11 1 (0.031%) Kustomize
Vendors
1 803 (24.75%) Microsoft
2 187 (5.76%) Google
3 158 (4.87%) Databricks
4 122 (3.76%) YouTube
5 111 (3.42%) OpenAI
6 110 (3.39%) Adobe
7 81 (2.50%) Cisco
8 62 (1.91%) Apple
8 62 (1.91%) ServiceNow
9 61 (1.88%) Salesforce
10 55 (1.70%) CyberArk
11 51 (1.57%) SAP
12 47 (1.45%) Dell
13 45 (1.39%) HubSpot
14 42 (1.29%) Foundry
15 38 (1.17%) Oracle
16 35 (1.08%) Facebook
17 31 (0.96%) VMware
18 30 (0.92%) CrowdStrike
18 30 (0.92%) Palo Alto