MLOps
UK
The following table provides summary statistics for contract job vacancies with a requirement for MLOps skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited MLOps over the 6 months to 2 June 2024 with a comparison to the same period in the previous 2 years.
| 6 months to 2 Jun 2024 |
Same period 2023 | Same period 2022 | |
|---|---|---|---|
| Rank | 505 | 608 | 694 |
| Rank change year-on-year | +103 | +86 | -19 |
| Contract jobs citing MLOps | 74 | 76 | 147 |
| As % of all contract jobs advertised in the UK | 0.17% | 0.13% | 0.17% |
| As % of the Processes & Methodologies category | 0.20% | 0.15% | 0.18% |
| Number of daily rates quoted | 63 | 51 | 103 |
| 10th Percentile | £438 | £513 | £512 |
| 25th Percentile | £453 | £575 | £556 |
| Median daily rate (50th Percentile) | £550 | £625 | £625 |
| Median % change year-on-year | -12.00% | - | +25.00% |
| 75th Percentile | £725 | £806 | £711 |
| 90th Percentile | £800 | £913 | £783 |
| UK excluding London median daily rate | £457 | £600 | £625 |
| % change year-on-year | -23.92% | -4.00% | +25.00% |
| Number of hourly rates quoted | 1 | 0 | 0 |
| 10th Percentile | - | - | - |
| 25th Percentile | £63.75 | - | - |
| Median hourly rate | £67.50 | - | - |
| 75th Percentile | £71.25 | - | - |
| 90th Percentile | - | - | - |
| UK excluding London median hourly rate | £67.50 | - | - |
All Process and Methodology Skills
UK
MLOps is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for process or methodology skills.
| Contract vacancies with a requirement for process or methodology skills | 36,816 | 50,571 | 79,556 |
| As % of all contract IT jobs advertised in the UK | 85.44% | 89.70% | 90.62% |
| Number of daily rates quoted | 23,638 | 35,025 | 55,934 |
| 10th Percentile | £300 | £325 | £348 |
| 25th Percentile | £413 | £438 | £433 |
| Median daily rate (50th Percentile) | £525 | £550 | £538 |
| Median % change year-on-year | -4.55% | +2.33% | +7.50% |
| 75th Percentile | £638 | £650 | £644 |
| 90th Percentile | £750 | £750 | £738 |
| UK excluding London median daily rate | £500 | £500 | £488 |
| % change year-on-year | - | +2.56% | +8.33% |
| Number of hourly rates quoted | 2,533 | 1,671 | 1,865 |
| 10th Percentile | £12.75 | £10.63 | £12.50 |
| 25th Percentile | £16.00 | £15.57 | £15.63 |
| Median hourly rate | £36.50 | £36.00 | £25.68 |
| Median % change year-on-year | +1.39% | +40.19% | +9.70% |
| 75th Percentile | £60.75 | £65.00 | £50.00 |
| 90th Percentile | £72.50 | £75.00 | £65.00 |
| UK excluding London median hourly rate | £38.12 | £35.00 | £20.00 |
| % change year-on-year | +8.91% | +75.00% | -4.88% |
MLOps
Job Vacancy Trend
Job postings citing MLOps as a proportion of all IT jobs advertised.
MLOps
Contractor Daily Rate Trend
3-month moving average daily rate quoted in jobs citing MLOps.
MLOps
Daily Rate Histogram
Daily rate distribution for jobs citing MLOps over the 6 months to 2 June 2024.
MLOps
Top 12 Contract Locations
The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MLOps within the UK over the 6 months to 2 June 2024. 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 | +88 | 57 | £575 | -8.00% | 90 |
| London | +107 | 46 | £650 | -10.34% | 62 |
| Work from Home | +103 | 28 | £550 | -8.33% | 33 |
| UK excluding London | +43 | 22 | £457 | -23.92% | 32 |
| Scotland | +54 | 14 | £453 | -32.89% | 3 |
| South East | +7 | 3 | £500 | -13.04% | 9 |
| Midlands | +25 | 2 | £550 | -4.35% | 5 |
| East of England | 0 | 2 | £550 | -8.33% | 3 |
| North of England | +25 | 1 | - | - | 5 |
| West Midlands | +14 | 1 | £550 | -4.35% | 3 |
| North East | - | 1 | - | - | |
| East Midlands | - | 1 | - | - | 2 |
MLOps
Co-occurring Skills and Capabilities 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:
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