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 12 September 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Sep 2026
Same period 2025 Same period 2024
Rank 7 6 52
Rank change year-on-year -1 +46 +32
Permanent jobs citing AI 3,130 2,919 1,090
As % of all permanent jobs with remote/hybrid work options 13.09% 17.98% 4.65%
As % of the Processes & Methodologies category 16.01% 19.33% 5.30%
Number of salaries quoted 1,960 673 565
10th Percentile £40,000 £24,800 £40,000
25th Percentile £50,000 £39,377 £52,500
Median annual salary (50th Percentile) £70,150 £62,500 £75,000
Median % change year-on-year +12.24% -16.67% -
75th Percentile £95,000 £95,000 £87,500
90th Percentile £115,000 £120,000 £104,500
UK median annual salary £74,915 £70,000 £75,000
% change year-on-year +7.02% -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 19,546 15,102 20,547
As % of all permanent jobs with a WFH option 81.74% 93.04% 87.68%
Number of salaries quoted 14,050 8,683 12,951
10th Percentile £34,000 £29,750 £35,225
25th Percentile £44,972 £40,500 £45,000
Median annual salary (50th Percentile) £60,000 £60,000 £60,000
Median % change year-on-year - - -4.00%
75th Percentile £80,000 £78,750 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% -4.17%

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 12 September 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
1 102 (3.26%) SharePoint
2 49 (1.57%) Confluence
3 35 (1.12%) CMS
4 28 (0.89%) Microsoft Exchange
5 25 (0.80%) Apache
6 20 (0.64%) Apache Spark
7 17 (0.54%) Apache Airflow
8 10 (0.32%) SAS
8 10 (0.32%) WordPress
9 7 (0.22%) Oracle SOA Suite
10 5 (0.16%) Oracle Workflow
11 4 (0.13%) Camunda
12 3 (0.096%) Jupyter
12 3 (0.096%) Palantir Foundry
13 2 (0.064%) Headless CMS
14 1 (0.032%) Apache Solr
14 1 (0.032%) Apache Superset
14 1 (0.032%) Moodle
14 1 (0.032%) Sitecore CMS
14 1 (0.032%) Umbraco
Applications
1 67 (2.14%) Microsoft Excel
2 53 (1.69%) Chatbot
3 33 (1.05%) Microsoft Office
4 32 (1.02%) UserZoom
5 21 (0.67%) Microsoft PowerPoint
6 15 (0.48%) Adobe Creative Suite
6 15 (0.48%) Photoshop
7 14 (0.45%) Adobe Illustrator
7 14 (0.45%) InDesign
8 13 (0.42%) Adobe After Effects
9 8 (0.26%) MS Visio
10 5 (0.16%) Microsoft Project
10 5 (0.16%) Moqups
10 5 (0.16%) Spreadsheet
11 4 (0.13%) Trello
12 3 (0.096%) Adobe XD
12 3 (0.096%) Productboard
12 3 (0.096%) Sketch
13 2 (0.064%) Camtasia
13 2 (0.064%) Weka
Business Applications
1 37 (1.18%) Dynamics CRM
2 28 (0.89%) Dynamics GP
3 24 (0.77%) Cloudability
4 9 (0.29%) SAP S/4HANA
5 6 (0.19%) Dynamics NAV
6 5 (0.16%) NetSuite
7 4 (0.13%) Distributed Ledger
7 4 (0.13%) Primavera
7 4 (0.13%) Sage 50
8 3 (0.096%) Shopify
9 2 (0.064%) Oracle Procure-to-Pay
10 1 (0.032%) Elite 3E
10 1 (0.032%) Oracle Assets
10 1 (0.032%) Oracle Cash Management
10 1 (0.032%) Oracle EBS
10 1 (0.032%) Oracle ERP
10 1 (0.032%) Oracle Subledger Accounting
10 1 (0.032%) Sage X3
10 1 (0.032%) SAP PSCD
10 1 (0.032%) Sparx Enterprise Architect
Cloud Services
1 890 (28.43%) Azure
2 601 (19.20%) AWS
3 297 (9.49%) SaaS
4 264 (8.43%) GCP
5 257 (8.21%) Power Platform
6 253 (8.08%) Azure AI
7 226 (7.22%) GitHub
8 175 (5.59%) Microsoft 365
9 166 (5.30%) Azure DevOps
10 149 (4.76%) Snowflake
11 137 (4.38%) GitHub Copilot
12 122 (3.90%) Anthropic Claude
13 119 (3.80%) Microsoft Copilot
14 112 (3.58%) Entra ID
14 112 (3.58%) Serverless
15 92 (2.94%) Adobe Analytics
16 91 (2.91%) Azure Synapse Analytics
17 79 (2.52%) Figma
18 76 (2.43%) Azure Machine Learning
19 73 (2.33%) Microsoft Purview
Communications & Networking
1 202 (6.45%) Broadband
2 36 (1.15%) Internet
3 33 (1.05%) Firewall
3 33 (1.05%) VPN
4 30 (0.96%) Network Security
5 23 (0.73%) DNS
6 21 (0.67%) 5G
7 15 (0.48%) HTTP
8 14 (0.45%) DHCP
9 13 (0.42%) VoIP
10 11 (0.35%) CTI
11 8 (0.26%) Wireless
11 8 (0.26%) WPA
12 7 (0.22%) TCP/IP
13 6 (0.19%) WAN
13 6 (0.19%) Wi-Fi
14 5 (0.16%) BGP
14 5 (0.16%) Ethernet VPN
14 5 (0.16%) OSPF
14 5 (0.16%) VLAN
Database & Business Intelligence
1 208 (6.65%) MongoDB
2 172 (5.50%) Azure SQL Database
3 164 (5.24%) Power BI
4 123 (3.93%) SQL Server
5 101 (3.23%) PostgreSQL
6 92 (2.94%) Metadata
7 74 (2.36%) Data Warehouse
8 58 (1.85%) NoSQL
9 51 (1.63%) Tableau
10 44 (1.41%) Big Data
11 40 (1.28%) Data Lake
12 36 (1.15%) Relational Database
13 34 (1.09%) Semantic Layer
14 33 (1.05%) Delta Lake
14 33 (1.05%) Redis
15 31 (0.99%) BigQuery
16 23 (0.73%) MySQL
17 20 (0.64%) Data Vault
17 20 (0.64%) DynamoDB
18 17 (0.54%) Pinecone
Development Applications
1 119 (3.80%) Git
2 78 (2.49%) JIRA
3 74 (2.36%) Claude Code
4 42 (1.34%) Jenkins
5 27 (0.86%) GitLab
5 27 (0.86%) Snyk
6 16 (0.51%) MLflow
7 15 (0.48%) Selenium
8 13 (0.42%) Cypress.io
9 12 (0.38%) Postman
9 12 (0.38%) Visual Studio Code
10 10 (0.32%) JUnit
10 10 (0.32%) Maven
10 10 (0.32%) Mockito
10 10 (0.32%) TeamCity
11 5 (0.16%) Burp Suite
11 5 (0.16%) Metasploit
11 5 (0.16%) Poetry
11 5 (0.16%) Rational DOORS
12 4 (0.13%) Storybook
General
1 932 (29.78%) Social Skills
2 754 (24.09%) Finance
3 420 (13.42%) Analytical Skills
4 363 (11.60%) Inclusion and Diversity
5 352 (11.25%) Marketing
6 234 (7.48%) Legal
7 214 (6.84%) Public Sector
8 171 (5.46%) Law
9 169 (5.40%) Games
10 136 (4.35%) Banking
11 109 (3.48%) Influencing Skills
11 109 (3.48%) Organisational Skills
12 107 (3.42%) Retail
13 57 (1.82%) Advertising
14 49 (1.57%) Manufacturing
15 44 (1.41%) Presentation Skills
16 40 (1.28%) Telecoms
17 35 (1.12%) Legal Technology
18 28 (0.89%) Automotive
19 26 (0.83%) Financial Institution
Job Titles
1 581 (18.56%) Senior
2 406 (12.97%) Developer
3 347 (11.09%) Lead
4 334 (10.67%) Architect
5 240 (7.67%) Software Engineer
6 164 (5.24%) .NET Developer
7 153 (4.89%) Analyst
8 131 (4.19%) Consultant
9 125 (3.99%) Artificial Intelligence Engineer
10 105 (3.35%) Engineering Manager
11 93 (2.97%) Solutions Architect
12 88 (2.81%) Data Engineer
13 81 (2.59%) Python Engineer
14 79 (2.52%) Senior Manager
15 77 (2.46%) Full-Stack Developer
16 72 (2.30%) Data Scientist
17 69 (2.20%) Data Architect
17 69 (2.20%) Senior Developer
18 68 (2.17%) Senior Analyst
19 65 (2.08%) Data Manager
Libraries, Frameworks & Software Standards
1 280 (8.95%) React
2 250 (7.99%) .NET
3 162 (5.18%) ASP.NET
4 157 (5.02%) RESTful
5 156 (4.98%) Terraform
6 155 (4.95%) .NET Core
7 153 (4.89%) ASP.NET Core
8 152 (4.86%) Node.js
9 150 (4.79%) ML.NET
10 138 (4.41%) CSS
11 127 (4.06%) HTML
12 118 (3.77%) REST
13 111 (3.55%) Blazor
14 103 (3.29%) LangChain
15 73 (2.33%) Next.js
16 60 (1.92%) LangGraph
16 60 (1.92%) PyTorch
17 52 (1.66%) PySpark
18 49 (1.57%) Vue
19 47 (1.50%) TensorFlow
Miscellaneous
1 274 (8.75%) Cloud Native
2 265 (8.47%) AI Agents
3 146 (4.66%) Social Media
4 140 (4.47%) Product Ownership
5 124 (3.96%) Distributed Systems
6 111 (3.55%) Self-Motivation
7 98 (3.13%) Blog
8 78 (2.49%) Onboarding
9 75 (2.40%) Low-Code
10 72 (2.30%) Management Information System
11 70 (2.24%) Algorithms
12 62 (1.98%) Cyber Threat
12 62 (1.98%) Data Centre
13 56 (1.79%) Greenfield Project
14 54 (1.73%) Virtual Team
15 52 (1.66%) Enterprise Software
16 50 (1.60%) Video\Live Streaming
17 49 (1.57%) Marketing Technology
17 49 (1.57%) Mobile App
18 42 (1.34%) Security Posture
Operating Systems
1 79 (2.52%) Windows
2 67 (2.14%) Linux
3 37 (1.18%) Android
4 21 (0.67%) Windows Server
5 18 (0.58%) Apple iOS
6 12 (0.38%) VMS
7 11 (0.35%) Mac OS
8 9 (0.29%) Ubuntu
9 7 (0.22%) Unix
10 5 (0.16%) Kali Linux
11 3 (0.096%) Debian
11 3 (0.096%) Embedded Linux
11 3 (0.096%) Red Hat Enterprise Linux
11 3 (0.096%) Robot Operating System
12 1 (0.032%) AIX
12 1 (0.032%) Solaris
Processes & Methodologies
1 779 (24.89%) Machine Learning
2 768 (24.54%) Agile
3 687 (21.95%) Analytics
4 631 (20.16%) Roadmaps
5 608 (19.42%) Continuous Improvement
6 598 (19.11%) CI/CD
7 504 (16.10%) Software Engineering
8 495 (15.81%) Mentoring
9 471 (15.05%) Decision-Making
10 428 (13.67%) Problem-Solving
11 424 (13.55%) LLM
12 381 (12.17%) DevOps
13 379 (12.11%) Full-Stack Development
14 352 (11.25%) Stakeholder Management
15 325 (10.38%) Cybersecurity
16 320 (10.22%) Stakeholder Engagement
17 279 (8.91%) Customer Experience
18 274 (8.75%) Data Science
19 271 (8.66%) Coaching
20 265 (8.47%) Technical Leadership
Programming Languages
1 714 (22.81%) Python
2 565 (18.05%) SQL
3 291 (9.30%) C#
4 276 (8.82%) JavaScript
5 224 (7.16%) TypeScript
6 144 (4.60%) Java
7 69 (2.20%) PowerShell
8 66 (2.11%) C++
9 54 (1.73%) Go
10 48 (1.53%) Bash
11 47 (1.50%) Bicep
12 31 (0.99%) Scala
13 26 (0.83%) R
14 19 (0.61%) Kusto Query Language
15 17 (0.54%) C
16 16 (0.51%) Data Analysis Expressions
16 16 (0.51%) Kotlin
17 15 (0.48%) PHP
18 11 (0.35%) PL/SQL
18 11 (0.35%) Ruby
Qualifications
1 260 (8.31%) Degree
2 229 (7.32%) Security Cleared
3 165 (5.27%) SC Cleared
4 82 (2.62%) CISSP
5 74 (2.36%) CISM
6 65 (2.08%) DV Cleared
7 62 (1.98%) Computer Science Degree
8 56 (1.79%) ACCA
9 54 (1.73%) A+ Certification
9 54 (1.73%) Network+ Certification
10 53 (1.69%) Azure Certification
11 47 (1.50%) Microsoft Certification
12 45 (1.44%) CIMA
13 33 (1.05%) DBS Check
14 31 (0.99%) AWS Certification
15 29 (0.93%) Master's Degree
16 25 (0.80%) AWS Certified Solutions Architect
16 25 (0.80%) PhD
17 18 (0.58%) SnowPro
18 16 (0.51%) BPSS Clearance
Quality Assurance & Compliance
1 232 (7.41%) Data Quality
2 219 (7.00%) Accessibility
3 130 (4.15%) GDPR
4 121 (3.87%) QA
5 66 (2.11%) GRC
5 66 (2.11%) ISO/IEC 27001
6 49 (1.57%) NIST
7 42 (1.34%) WCAG
8 31 (0.99%) SLA
9 19 (0.61%) Cyber Essentials
10 16 (0.51%) ISO/IEC 42001
10 16 (0.51%) PMO
11 15 (0.48%) IFRS
12 14 (0.45%) California Consumer Privacy Act
12 14 (0.45%) PCI DSS
13 12 (0.38%) Sarbanes-Oxley
14 10 (0.32%) EU AI Act
15 8 (0.26%) Actionable Recommendations
16 7 (0.22%) HMG Security Policy Framework
17 6 (0.19%) NCSC
System Software
1 232 (7.41%) Docker
2 101 (3.23%) Active Directory
3 93 (2.97%) Virtual Machines
4 26 (0.83%) VMware Infrastructure
5 13 (0.42%) vSphere
6 12 (0.38%) Virtual Desktop
7 10 (0.32%) Firmware
7 10 (0.32%) Hyper-V
8 3 (0.096%) Embedded Firmware
8 3 (0.096%) VMware NSX
9 1 (0.032%) Slurm Workload Manager
9 1 (0.032%) VMware ESXi
Systems Management
1 209 (6.68%) Kubernetes
2 79 (2.52%) Microsoft Intune
3 31 (0.99%) Grafana
4 18 (0.58%) Prometheus
5 16 (0.51%) Ansible
6 7 (0.22%) Single Sign-On
7 6 (0.19%) Argo
7 6 (0.19%) Kubeflow
7 6 (0.19%) Progress Chef
8 5 (0.16%) Istio
8 5 (0.16%) Nmap
8 5 (0.16%) Puppet
9 3 (0.096%) FortiGate
9 3 (0.096%) linkerd
9 3 (0.096%) Podman
10 2 (0.064%) Cilium
10 2 (0.064%) Salt
11 1 (0.032%) CASB
11 1 (0.032%) Kustomize
11 1 (0.032%) Proxmox
Vendors
1 794 (25.37%) Microsoft
2 187 (5.97%) Databricks
3 161 (5.14%) Google
4 155 (4.95%) Adobe
5 107 (3.42%) OpenAI
6 93 (2.97%) YouTube
7 78 (2.49%) Cisco
8 60 (1.92%) Apple
8 60 (1.92%) ServiceNow
9 55 (1.76%) CyberArk
10 54 (1.73%) Salesforce
11 44 (1.41%) Dell
12 40 (1.28%) Foundry
12 40 (1.28%) HubSpot
13 37 (1.18%) SAP
14 36 (1.15%) Facebook
15 33 (1.05%) Oracle
16 30 (0.96%) CrowdStrike
16 30 (0.96%) Palo Alto
17 28 (0.89%) VMware