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 4 December 2025, with comparisons to the same periods in the previous two years.
| 6 months to 4 Dec 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 122 | 75 | 85 |
| Rank change year-on-year | -47 | +10 | +16 |
| Permanent jobs citing Machine Learning | 341 | 754 | 718 |
| As % of all permanent jobs with remote/hybrid work options | 2.23% | 3.96% | 3.52% |
| As % of the Processes & Methodologies category | 2.47% | 4.34% | 3.71% |
| Number of salaries quoted | 243 | 418 | 459 |
| 10th Percentile | £46,250 | £44,625 | £45,601 |
| 25th Percentile | £56,250 | £53,813 | £55,000 |
| Median annual salary (50th Percentile) | £80,000 | £70,000 | £70,576 |
| Median % change year-on-year | +14.29% | -0.82% | -1.98% |
| 75th Percentile | £100,000 | £85,377 | £88,750 |
| 90th Percentile | £132,500 | £100,750 | £100,237 |
| UK median annual salary | £80,000 | £77,000 | £75,500 |
| % change year-on-year | +3.90% | +1.99% | +7.86% |
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 | 13,806 | 17,362 | 19,370 |
| As % of all permanent jobs with a WFH option | 90.16% | 91.08% | 94.99% |
| Number of salaries quoted | 8,722 | 10,500 | 15,642 |
| 10th Percentile | £29,500 | £36,250 | £36,426 |
| 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 | £78,750 | £81,250 | £80,000 |
| 90th Percentile | £100,000 | £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
Salary Trend for Remote/Hybrid Jobs
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 4 December 2025.
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:
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