Hybrid/Remote Machine Learning Job Trends

Machine Learning (ML)
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Machine Learning skills. It covers permanent job vacancies from the 6 months leading up to 24 November 2025, with comparisons to the same periods in the previous two years.

6 months to
24 Nov 2025
Same period 2024 Same period 2023
Rank 119 73 86
Rank change year-on-year -46 +13 +7
Permanent jobs citing Machine Learning 347 779 736
As % of all permanent jobs with remote/hybrid work options 2.29% 3.89% 3.46%
As % of the Processes & Methodologies category 2.52% 4.34% 3.64%
Number of salaries quoted 248 442 479
10th Percentile £46,250 £43,750 £45,000
25th Percentile £56,250 £54,000 £53,750
Median annual salary (50th Percentile) £80,000 £70,000 £70,452
Median % change year-on-year +14.29% -0.64% -2.82%
75th Percentile £100,000 £86,188 £87,500
90th Percentile £132,500 £102,250 £100,000
UK median annual salary £80,000 £77,000 £75,000
% change year-on-year +3.90% +2.67% +7.14%

All Process and Methodology Skills
Work from Home

Machine Learning 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 13,778 17,960 20,216
As % of all permanent jobs with a WFH option 91.08% 89.59% 94.98%
Number of salaries quoted 8,677 10,839 16,359
10th Percentile £29,250 £36,250 £36,500
25th Percentile £40,000 £46,250 £46,306
Median annual salary (50th Percentile) £57,500 £62,500 £62,500
Median % change year-on-year -8.00% - -
75th Percentile £77,500 £81,250 £80,070
90th Percentile £97,500 £100,000 £97,500
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -

Machine Learning
Job Vacancy Trend for Remote/Hybrid Jobs

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

Machine Learning job vacancy trend for remote/hybrid jobs

Machine Learning
Salary Trend for Remote/Hybrid Jobs

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

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

Machine Learning
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Machine Learning over the 6 months to 24 November 2025.

Machine Learning salary histogram for jobs with remote/hybrid work options

Machine Learning
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 16 (4.61%) Apache Spark
2 13 (3.75%) Apache Airflow
3 8 (2.31%) Microsoft Exchange
3 8 (2.31%) SharePoint
4 7 (2.02%) Apache Solr
5 5 (1.44%) CMS
6 4 (1.15%) Apache Pulsar
6 4 (1.15%) Confluence
7 3 (0.86%) Apache
8 2 (0.58%) Luigi
8 2 (0.58%) SAS
9 1 (0.29%) ArcGIS
Applications
1 11 (3.17%) Microsoft Excel
2 6 (1.73%) Chatbot
3 4 (1.15%) Microsoft Office
4 3 (0.86%) Spreadsheet
4 3 (0.86%) Trello
5 2 (0.58%) Adobe XD
5 2 (0.58%) Microsoft PowerPoint
5 2 (0.58%) Sketch
5 2 (0.58%) Weka
6 1 (0.29%) 3ds Max
6 1 (0.29%) Blender
Business Applications
1 6 (1.73%) Adaptiv
1 6 (1.73%) Dynamics CRM
2 4 (1.15%) SAP S/4HANA
3 3 (0.86%) SAP SCM
4 1 (0.29%) NetSuite
4 1 (0.29%) SAP APO
4 1 (0.29%) SAP EWM
4 1 (0.29%) SAP IBP
4 1 (0.29%) SAP LE
4 1 (0.29%) SAP MM
4 1 (0.29%) SAP PP
4 1 (0.29%) SAP QM
4 1 (0.29%) SAP SD
Cloud Services
1 157 (45.24%) Azure
2 107 (30.84%) AWS
3 53 (15.27%) GCP
4 34 (9.80%) Power Platform
5 30 (8.65%) Microsoft 365
6 26 (7.49%) Entra ID
7 24 (6.92%) SaaS
8 18 (5.19%) Azure DevOps
8 18 (5.19%) Serverless
9 16 (4.61%) Azure Machine Learning
10 14 (4.03%) Amazon S3
10 14 (4.03%) AWS Lambda
11 13 (3.75%) GitHub
12 12 (3.46%) Microsoft Purview
13 11 (3.17%) Azure Data Factory
13 11 (3.17%) PaaS
14 10 (2.88%) Azure Monitor
15 9 (2.59%) Amazon ECS
15 9 (2.59%) Azure Synapse Analytics
16 8 (2.31%) dbt
Communications & Networking
1 4 (1.15%) Broadband
2 3 (0.86%) Kerberos
3 2 (0.58%) InfiniBand
4 1 (0.29%) SAN
Database & Business Intelligence
1 31 (8.93%) Power BI
2 27 (7.78%) Data Warehouse
3 16 (4.61%) NoSQL
4 13 (3.75%) PostgreSQL
4 13 (3.75%) SQL Server
5 12 (3.46%) Tableau
6 11 (3.17%) Big Data
6 11 (3.17%) Data Lake
6 11 (3.17%) Elasticsearch
7 10 (2.88%) MySQL
8 9 (2.59%) MongoDB
9 8 (2.31%) Amazon Redshift
9 8 (2.31%) Metadata
10 7 (2.02%) Relational Database
11 6 (1.73%) Data Mining
11 6 (1.73%) Hadoop
11 6 (1.73%) Redis
12 5 (1.44%) Azure SQL Database
12 5 (1.44%) Looker
13 4 (1.15%) Apache Hive
Development Applications
1 20 (5.76%) Git
2 8 (2.31%) JIRA
3 6 (1.73%) MLflow
4 4 (1.15%) Jenkins
5 3 (0.86%) GitLab
5 3 (0.86%) RStudio
5 3 (0.86%) Visual Studio
6 2 (0.58%) ER Studio
6 2 (0.58%) ERwin
6 2 (0.58%) SonarQube
6 2 (0.58%) Sonatype Nexus
7 1 (0.29%) Cypress.io
7 1 (0.29%) PHPUnit
7 1 (0.29%) Vite
General
1 103 (29.68%) Finance
1 103 (29.68%) Social Skills
2 45 (12.97%) Analytical Skills
3 29 (8.36%) Marketing
4 25 (7.20%) Retail
5 24 (6.92%) Public Sector
6 18 (5.19%) Telecoms
7 17 (4.90%) Games
8 15 (4.32%) Banking
9 13 (3.75%) Law
10 11 (3.17%) Inclusion and Diversity
10 11 (3.17%) Manufacturing
11 7 (2.02%) Automotive
11 7 (2.02%) Pharmaceutical
12 6 (1.73%) Legal
13 5 (1.44%) Presentation Skills
14 4 (1.15%) Aerospace
14 4 (1.15%) Billing
14 4 (1.15%) Financial Institution
15 3 (0.86%) Organisational Skills
Job Titles
1 42 (12.10%) Lead
2 41 (11.82%) Senior
3 34 (9.80%) Data Engineer
4 30 (8.65%) Developer
5 25 (7.20%) Architect
6 23 (6.63%) Data Scientist
7 21 (6.05%) Analyst
8 18 (5.19%) Software Engineer
9 15 (4.32%) Artificial Intelligence Engineer
9 15 (4.32%) Consultant
10 10 (2.88%) Product Owner
11 9 (2.59%) Azure Engineer
12 8 (2.31%) Business Analyst
12 8 (2.31%) Full-Stack Engineer
12 8 (2.31%) Full-Stack Software Engineer
12 8 (2.31%) Microsoft 365 Engineer
12 8 (2.31%) Python Engineer
12 8 (2.31%) Technical Manager
13 7 (2.02%) Applications Engineer
13 7 (2.02%) Azure Data Engineer
Libraries, Frameworks & Software Standards
1 23 (6.63%) Kafka
1 23 (6.63%) React
1 23 (6.63%) TensorFlow
2 22 (6.34%) Node.js
3 21 (6.05%) PyTorch
3 21 (6.05%) RESTful
3 21 (6.05%) scikit-learn
4 16 (4.61%) gRPC
4 16 (4.61%) Pandas
4 16 (4.61%) REST
5 14 (4.03%) Spring
6 13 (3.75%) RabbitMQ
6 13 (3.75%) Spring Boot
7 12 (3.46%) Hugging Face
8 10 (2.88%) .NET
9 9 (2.59%) FastAPI
9 9 (2.59%) NumPy
9 9 (2.59%) WebSockets
10 8 (2.31%) AngularJS
10 8 (2.31%) HTML
Miscellaneous
1 47 (13.54%) Product Ownership
2 38 (10.95%) Cloud Native
3 23 (6.63%) Distributed Systems
4 18 (5.19%) Algorithms
5 16 (4.61%) AI Agents
6 11 (3.17%) Reinsurance
7 9 (2.59%) Credit Risk
8 8 (2.31%) Augmented Reality
8 8 (2.31%) Driving Licence
8 8 (2.31%) Security Posture
9 7 (2.02%) Onboarding
10 6 (1.73%) CUDA
10 6 (1.73%) Legacy Systems
10 6 (1.73%) Market Risk
10 6 (1.73%) Mobile Games
10 6 (1.73%) Sports Betting
11 5 (1.44%) Data Structures
11 5 (1.44%) Distributed Computing
11 5 (1.44%) Educational Technology
11 5 (1.44%) Management Information System
Operating Systems
1 19 (5.48%) Windows
2 14 (4.03%) Linux
3 12 (3.46%) Android
4 7 (2.02%) Apple iOS
4 7 (2.02%) Windows Server
5 3 (0.86%) Unix
6 2 (0.58%) Mac OS
Processes & Methodologies
1 268 (77.23%) AI
2 143 (41.21%) Analytics
3 93 (26.80%) Agile
3 93 (26.80%) Data Science
4 87 (25.07%) DevOps
5 77 (22.19%) Roadmaps
6 69 (19.88%) CI/CD
7 67 (19.31%) Problem-Solving
8 64 (18.44%) Continuous Improvement
9 51 (14.70%) Decision-Making
9 51 (14.70%) LLM
9 51 (14.70%) Software Engineering
10 46 (13.26%) Business Intelligence
11 42 (12.10%) ITIL
11 42 (12.10%) Natural Language Processing
12 40 (11.53%) Coaching
12 40 (11.53%) Computer Science
13 39 (11.24%) Data Engineering
14 38 (10.95%) Data Pipeline
15 36 (10.37%) User Experience
Programming Languages
1 160 (46.11%) Python
2 82 (23.63%) SQL
3 40 (11.53%) Java
4 27 (7.78%) PowerShell
4 27 (7.78%) R
5 23 (6.63%) Bash
6 21 (6.05%) JavaScript
7 17 (4.90%) TypeScript
8 16 (4.61%) PHP
9 15 (4.32%) C++
10 11 (3.17%) C#
11 9 (2.59%) Go
11 9 (2.59%) Scala
11 9 (2.59%) T-SQL
12 8 (2.31%) Kotlin
13 4 (1.15%) Data Analysis Expressions
13 4 (1.15%) MATLAB
14 2 (0.58%) Bicep
14 2 (0.58%) C
15 1 (0.29%) SystemVerilog
Qualifications
1 70 (20.17%) Degree
2 24 (6.92%) Security Cleared
3 22 (6.34%) Computer Science Degree
3 22 (6.34%) SC Cleared
4 16 (4.61%) Master's Degree
5 11 (3.17%) PMP
6 10 (2.88%) CFA
6 10 (2.88%) PMI Certification
7 7 (2.02%) AWS Certification
7 7 (2.02%) PhD
8 6 (1.73%) ITIL Certification
8 6 (1.73%) Postgraduate
9 5 (1.44%) BPSS Clearance
10 4 (1.15%) Numerate Degree
11 3 (0.86%) Azure Certification
11 3 (0.86%) DBS Check
12 2 (0.58%) AWS Certified Developer
12 2 (0.58%) CREST Certified
12 2 (0.58%) Microsoft Certification
12 2 (0.58%) SnowPro
Quality Assurance & Compliance
1 23 (6.63%) Data Quality
2 13 (3.75%) GDPR
3 5 (1.44%) Accessibility
3 5 (1.44%) QA
3 5 (1.44%) Sarbanes-Oxley
4 4 (1.15%) EU AI Act
4 4 (1.15%) ISO/IEC 27001
5 3 (0.86%) Actionable Recommendations
6 2 (0.58%) ISO 26262
6 2 (0.58%) ISO 9001
6 2 (0.58%) PCI DSS
6 2 (0.58%) SOC 2
7 1 (0.29%) Cyber Essentials
7 1 (0.29%) Cyber Essentials PLUS
7 1 (0.29%) HL7
7 1 (0.29%) ISO 13485
7 1 (0.29%) ISO/IEC 42001
7 1 (0.29%) PMO
System Software
1 45 (12.97%) Docker
2 18 (5.19%) Virtual Desktop
3 11 (3.17%) Active Directory
4 10 (2.88%) Virtual Machines
5 2 (0.58%) Ceph
5 2 (0.58%) Lustre
5 2 (0.58%) Slurm Workload Manager
6 1 (0.29%) Firmware
6 1 (0.29%) VMware Infrastructure
Systems Management
1 48 (13.83%) Kubernetes
2 32 (9.22%) Terraform
3 18 (5.19%) Microsoft Intune
4 16 (4.61%) Ansible
5 8 (2.31%) SCCM
6 2 (0.58%) Argo
6 2 (0.58%) Kubeflow
6 2 (0.58%) Progress Chef
6 2 (0.58%) Puppet
7 1 (0.29%) Grafana
7 1 (0.29%) Istio
7 1 (0.29%) Kustomize
Vendors
1 54 (15.56%) Microsoft
2 31 (8.93%) Databricks
3 20 (5.76%) Google
4 12 (3.46%) OpenAI
5 10 (2.88%) Murex
6 8 (2.31%) Salesforce
7 7 (2.02%) SAP
8 6 (1.73%) FIS
9 5 (1.44%) ServiceNow
10 4 (1.15%) Alteryx
10 4 (1.15%) Ericsson
10 4 (1.15%) Genesys
10 4 (1.15%) HubSpot
10 4 (1.15%) Mavenir
10 4 (1.15%) Nokia
10 4 (1.15%) Talend
10 4 (1.15%) Zoho
11 3 (0.86%) Dell
11 3 (0.86%) Mercator
12 2 (0.58%) Adobe