MLOps
Cheshire > Knutsford
The table below provides summary statistics and contractor rates for jobs advertised in Knutsford requiring MLOps skills. It covers contract job vacancies from the 6 months leading up to 3 October 2025, with comparisons to the same periods in the previous two years.
| 6 months to 3 Oct 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 49 | 31 | - |
| Rank change year-on-year | -18 | - | - |
| Contract jobs citing MLOps | 6 | 4 | 0 |
| As % of all contract jobs in Knutsford | 2.07% | 2.34% | - |
| As % of the Processes & Methodologies category | 2.14% | 2.48% | - |
| Number of daily rates quoted | 6 | 4 | 0 |
| 10th Percentile | £372 | £472 | - |
| 25th Percentile | £387 | £476 | - |
| Median daily rate (50th Percentile) | £410 | £488 | - |
| Median % change year-on-year | -16.03% | - | - |
| 75th Percentile | £432 | £508 | - |
| 90th Percentile | £439 | £510 | - |
| Cheshire median daily rate | £410 | £489 | - |
| % change year-on-year | -16.16% | - | - |
All Process and Methodology Skills
Knutsford
MLOps 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 Knutsford.
| Contract vacancies with a requirement for process or methodology skills | 280 | 161 | 65 |
| As % of all contract IT jobs advertised in Knutsford | 96.55% | 94.15% | 97.01% |
| Number of daily rates quoted | 269 | 133 | 50 |
| 10th Percentile | £310 | £349 | £489 |
| 25th Percentile | £358 | £375 | £503 |
| Median daily rate (50th Percentile) | £425 | £445 | £584 |
| Median % change year-on-year | -4.49% | -23.80% | +19.18% |
| 75th Percentile | £490 | £550 | £595 |
| 90th Percentile | £537 | £640 | £606 |
| Cheshire median daily rate | £447 | £500 | £500 |
| % change year-on-year | -10.60% | - | +11.11% |
| Number of hourly rates quoted | 0 | 1 | 0 |
| Median hourly rate | - | £85.00 | - |
| Cheshire median hourly rate | £17.75 | £35.00 | £27.50 |
| % change year-on-year | -49.29% | +27.27% | +52.48% |
MLOps
Job Vacancy Trend in Knutsford
Historical trend showing the proportion of contract IT job postings citing MLOps relative to all contract IT jobs advertised in Knutsford.
MLOps
Daily Rate Trend in Knutsford
Contractor daily rate distribution trend for jobs in Knutsford citing MLOps.
MLOps
Co-Occurring Skills & Capabilities in Knutsford 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: