Machine Learning (ML)
UK
The table below provides summary statistics and contractor rates for jobs requiring Machine Learning skills. It covers contract job vacancies from the 6 months leading up to 2 December 2025, with comparisons to the same periods in the previous two years.
| 6 months to 2 Dec 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 80 | 101 | 176 |
| Rank change year-on-year | +21 | +75 | +29 |
| Contract jobs citing Machine Learning | 1,139 | 857 | 646 |
| As % of all contract jobs in the UK | 3.17% | 2.40% | 1.42% |
| As % of the Processes & Methodologies category | 3.55% | 2.75% | 1.60% |
| Number of daily rates quoted | 759 | 571 | 472 |
| 10th Percentile | £402 | £378 | £400 |
| 25th Percentile | £475 | £475 | £463 |
| Median daily rate (50th Percentile) | £550 | £600 | £581 |
| Median % change year-on-year | -8.33% | +3.23% | -7.00% |
| 75th Percentile | £688 | £731 | £705 |
| 90th Percentile | £775 | £800 | £788 |
| UK excluding London median daily rate | £510 | £500 | £525 |
| % change year-on-year | +2.00% | -4.76% | -12.50% |
| Number of hourly rates quoted | 29 | 20 | 29 |
| 10th Percentile | £31.00 | £13.06 | £42.50 |
| 25th Percentile | £42.79 | £20.31 | - |
| Median hourly rate | £51.44 | £27.50 | £46.18 |
| Median % change year-on-year | +87.05% | -40.45% | -7.64% |
| 75th Percentile | £84.50 | £48.07 | £47.50 |
| 90th Percentile | £114.60 | £54.88 | £65.35 |
| UK excluding London median hourly rate | £65.00 | £46.18 | £46.18 |
| % change year-on-year | +40.75% | - | -9.89% |
All Process and Methodology Skills
UK
Machine Learning falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills.
| Contract vacancies with a requirement for process or methodology skills | 32,041 | 31,135 | 40,262 |
| As % of all contract IT jobs advertised in the UK | 89.06% | 87.25% | 88.57% |
| Number of daily rates quoted | 20,133 | 18,828 | 26,941 |
| 10th Percentile | £300 | £310 | £310 |
| 25th Percentile | £404 | £413 | £425 |
| Median daily rate (50th Percentile) | £500 | £525 | £533 |
| Median % change year-on-year | -4.76% | -1.50% | -3.09% |
| 75th Percentile | £619 | £638 | £650 |
| 90th Percentile | £725 | £744 | £745 |
| UK excluding London median daily rate | £475 | £500 | £500 |
| % change year-on-year | -5.00% | - | - |
| Number of hourly rates quoted | 2,077 | 1,103 | 1,555 |
| 10th Percentile | £14.58 | £15.22 | £14.38 |
| 25th Percentile | £17.50 | £20.22 | £19.06 |
| Median hourly rate | £25.15 | £33.00 | £43.50 |
| Median % change year-on-year | -23.79% | -24.14% | +24.29% |
| 75th Percentile | £45.46 | £63.75 | £65.00 |
| 90th Percentile | £67.50 | £73.75 | £77.50 |
| UK excluding London median hourly rate | £22.85 | £32.50 | £43.83 |
| % change year-on-year | -29.69% | -25.84% | +37.15% |
Machine Learning
Job Vacancy Trend
Historical trend showing the proportion of contract IT job postings citing Machine Learning relative to all contract IT jobs advertised.
Machine Learning
Daily Rate Trend
Contractor daily rate distribution trend for jobs in the UK citing Machine Learning.
Machine Learning
Daily Rate Histogram
Daily rate distribution for jobs citing Machine Learning over the 6 months to 2 December 2025.
Machine Learning
Hourly Rate Trend
Contractor hourly rate distribution trend for jobs in the UK citing Machine Learning.
Machine Learning
Hourly Rate Histogram
Hourly rate distribution of jobs citing Machine Learning over the 6 months to 2 December 2025.
Machine Learning
Top 17 Contract Job Locations
The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Machine Learning within the UK over the 6 months to 2 December 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.
| Location | Rank Change on Same Period Last Year |
Matching Contract IT Job Ads |
Median Daily Rate Past 6 Months |
Median Daily Rate % Change on Same Period Last Year |
Live Jobs |
|---|---|---|---|---|---|
| England | +12 | 957 | £575 | -4.17% | 1,531 |
| London | +16 | 621 | £625 | -0.40% | 466 |
| UK excluding London | +44 | 377 | £510 | +2.00% | 1,387 |
| Work from Home | +29 | 355 | £563 | +8.28% | 1,795 |
| North of England | -23 | 94 | £475 | -2.86% | 351 |
| South East | +37 | 85 | £525 | - | 492 |
| East of England | +22 | 66 | £523 | -5.00% | 139 |
| Scotland | +47 | 63 | £503 | +25.63% | 38 |
| North West | -10 | 48 | £465 | -3.53% | 150 |
| Yorkshire | -9 | 41 | £514 | -2.10% | 180 |
| Midlands | -6 | 39 | £511 | +20.18% | 230 |
| West Midlands | -7 | 29 | £514 | +11.14% | 109 |
| South West | -17 | 25 | £550 | -15.38% | 122 |
| Wales | +1 | 10 | £700 | +201.08% | 17 |
| East Midlands | -14 | 10 | £410 | +15.17% | 117 |
| North East | -17 | 6 | £450 | +4.05% | 22 |
| Northern Ireland | -3 | 2 | £675 | - | 7 |
Machine Learning
Co-Occurring Skills & Capabilities 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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