Hybrid/Remote ML.NET Job Trends

Microsoft ML.NET
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring ML.NET skills. It covers vacancies from the 6 months leading up to 19 September 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Sep 2025
Same period 2024 Same period 2023
Rank 419 - -
Rank change year-on-year - - -
Permanent jobs citing ML.NET 5 0 0
As % of all permanent jobs with a WFH option 0.031% - -
As % of the Libraries, Frameworks & Software Standards category 0.14% - -
Number of salaries quoted 5 0 0
10th Percentile - - -
25th Percentile £56,250 - -
Median annual salary (50th Percentile) £57,500 - -
75th Percentile £58,750 - -
90th Percentile £67,450 - -
UK median annual salary £57,500 - -

All Software Libraries and Frameworks
Work from Home

ML.NET falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3,594 6,264 7,896
As % of all permanent jobs with a WFH option 22.04% 26.71% 32.00%
Number of salaries quoted 2,352 4,475 6,864
10th Percentile £38,750 £40,000 £42,500
25th Percentile £51,250 £47,500 £51,250
Median annual salary (50th Percentile) £67,500 £65,000 £65,000
Median % change year-on-year +3.85% - -
75th Percentile £87,500 £87,500 £85,000
90th Percentile £125,000 £122,500 £102,500
UK median annual salary £67,500 £65,000 £66,153
% change year-on-year +3.85% -1.74% +1.77%

ML.NET
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing ML.NET as a proportion of all IT jobs advertised.

ML.NET trend for jobs with Hybrid/Remote/WFH options

ML.NET
Salary Trend for Jobs with Hybrid Work Options

Salary distribution trend for jobs with remote work options citing ML.NET.

Salary distribution trend for jobs with remote work options citing ML.NET

ML.NET
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with remote working options citing ML.NET over the 6 months to 19 September 2025.

ML.NET salary histogram for jobs with a WFH option

ML.NET
Co-occurring Skills and Capabilities with WFH Options by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Cloud Services
1 4 (80.00%) Azure
1 4 (80.00%) Azure Data Factory
1 4 (80.00%) Azure DevOps
1 4 (80.00%) Azure Machine Learning
1 4 (80.00%) Microsoft 365
1 4 (80.00%) Power Platform
2 1 (20.00%) GitHub
Database & Business Intelligence
1 4 (80.00%) Power BI
1 4 (80.00%) SQL Server
2 1 (20.00%) RavenDB
Development Applications
1 1 (20.00%) Git
General
1 5 (100.00%) Social Skills
Job Titles
1 5 (100.00%) Senior
2 4 (80.00%) Business Intelligence Developer
2 4 (80.00%) Developer
2 4 (80.00%) Power BI Developer
2 4 (80.00%) Senior Business Intelligence Developer
2 4 (80.00%) Senior Developer
3 1 (20.00%) Development Manager
3 1 (20.00%) Engineering Manager
3 1 (20.00%) Senior Development Manager
3 1 (20.00%) Senior Manager
Libraries, Frameworks & Software Standards
1 5 (100.00%) .NET
2 4 (80.00%) .NET Framework
3 1 (20.00%) ONNX
3 1 (20.00%) Semantic Kernel
Miscellaneous
1 1 (20.00%) Virtual Team
Processes & Methodologies
1 5 (100.00%) Agile
1 5 (100.00%) Artificial Intelligence
2 4 (80.00%) Business Intelligence
2 4 (80.00%) Cybersecurity
2 4 (80.00%) Data Ingestion
2 4 (80.00%) DevOps
2 4 (80.00%) Machine Learning
2 4 (80.00%) Mentoring
3 1 (20.00%) Migration
3 1 (20.00%) Performance Measurement
3 1 (20.00%) Problem-Solving
3 1 (20.00%) Process Improvement
3 1 (20.00%) Strategic Thinking
3 1 (20.00%) Virtual Team Management
3 1 (20.00%) Workflow
Qualifications
1 4 (80.00%) Microsoft Certification
Vendors
1 4 (80.00%) Microsoft
1 4 (80.00%) OpenAI