Machine Learning (ML)
Scotland > Edinburgh
The table below provides summary statistics for contract job vacancies advertised in Edinburgh requiring Machine Learning skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Machine Learning over the 6 months leading up to 19 July 2025, comparing them to the same period in the previous two years.
| 6 months to 19 Jul 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 62 | 61 | 98 |
| Rank change year-on-year | -1 | +37 | +17 |
| Contract jobs citing Machine Learning | 6 | 14 | 12 |
| As % of all contract jobs advertised in Edinburgh | 0.93% | 1.62% | 1.01% |
| As % of the Processes & Methodologies category | 0.98% | 1.90% | 1.09% |
| Number of daily rates quoted | 3 | 8 | 11 |
| 10th Percentile | £349 | £431 | £433 |
| 25th Percentile | £423 | £466 | £438 |
| Median daily rate (50th Percentile) | £545 | £494 | £479 |
| Median % change year-on-year | +10.32% | +3.13% | -20.17% |
| 75th Percentile | £666 | £619 | £498 |
| 90th Percentile | £739 | £750 | £508 |
| Scotland median daily rate | £479 | £455 | £479 |
| % change year-on-year | +5.16% | -5.01% | -20.17% |
All Process and Methodology Skills
Edinburgh
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 in Edinburgh.
| Contract vacancies with a requirement for process or methodology skills | 611 | 737 | 1,104 |
| As % of all contract IT jobs advertised in Edinburgh | 95.02% | 85.20% | 92.77% |
| Number of daily rates quoted | 319 | 413 | 760 |
| 10th Percentile | £224 | £214 | £213 |
| 25th Percentile | £400 | £363 | £394 |
| Median daily rate (50th Percentile) | £463 | £450 | £475 |
| Median % change year-on-year | +2.78% | -5.26% | -2.56% |
| 75th Percentile | £531 | £550 | £538 |
| 90th Percentile | £600 | £650 | £600 |
| Scotland median daily rate | £463 | £450 | £475 |
| % change year-on-year | +2.78% | -5.26% | - |
| Number of hourly rates quoted | 16 | 26 | 6 |
| 10th Percentile | £16.93 | £13.23 | £17.21 |
| 25th Percentile | £17.30 | £15.38 | £21.36 |
| Median hourly rate | £17.59 | £18.19 | £32.09 |
| Median % change year-on-year | -3.31% | -43.31% | +69.76% |
| 75th Percentile | £32.73 | £38.00 | £51.25 |
| 90th Percentile | £62.50 | £60.75 | £58.13 |
| Scotland median hourly rate | £20.00 | £19.59 | £17.72 |
| % change year-on-year | +2.09% | +10.55% | -52.66% |
Machine Learning
Job Vacancy Trend in Edinburgh
Job postings citing Machine Learning as a proportion of all IT jobs advertised in Edinburgh.
Machine Learning
Contractor Daily Rate Trend in Edinburgh
3-month moving average daily rate quoted in jobs citing Machine Learning in Edinburgh.
Machine Learning
Daily Rate Histogram in Edinburgh
Daily rate distribution for jobs citing Machine Learning in Edinburgh over the 6 months to 19 July 2025.
Machine Learning
Co-occurring Skills and Capabilities in Edinburgh 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: