Keras
West Midlands > Birmingham
The table below provides summary statistics for contract job vacancies advertised in Birmingham requiring Keras skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Keras over the 6 months leading up to 13 July 2025, comparing them to the same period in the previous two years.
| 6 months to 13 Jul 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | - | - | 78 |
| Rank change year-on-year | - | - | +18 |
| Contract jobs citing Keras | 0 | 0 | 1 |
| As % of all contract jobs advertised in Birmingham | - | - | 0.11% |
| As % of the Libraries, Frameworks & Software Standards category | - | - | 0.64% |
| Number of daily rates quoted | 0 | 0 | 1 |
| Median daily rate (50th Percentile) | - | - | £500 |
| Median % change year-on-year | - | - | +14.29% |
| West Midlands median daily rate | - | £550 | £500 |
| % change year-on-year | - | +10.00% | +14.29% |
All Software Libraries and Frameworks
Birmingham
Keras falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in Birmingham.
| Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 83 | 127 | 156 |
| As % of all contract IT jobs advertised in Birmingham | 14.66% | 16.41% | 17.03% |
| Number of daily rates quoted | 65 | 90 | 118 |
| 10th Percentile | £306 | £313 | £313 |
| 25th Percentile | £413 | £391 | £400 |
| Median daily rate (50th Percentile) | £475 | £500 | £500 |
| Median % change year-on-year | -5.00% | - | -4.76% |
| 75th Percentile | £538 | £625 | £688 |
| 90th Percentile | £688 | £725 | £700 |
| West Midlands median daily rate | £500 | £525 | £500 |
| % change year-on-year | -4.76% | +5.00% | -2.91% |
| Number of hourly rates quoted | 0 | 5 | 0 |
| Median hourly rate | - | £55.00 | - |
| West Midlands median hourly rate | £50.00 | £40.00 | £42.50 |
| % change year-on-year | +25.00% | -5.88% | -26.90% |
Keras
Job Vacancy Trend in Birmingham
Job postings citing Keras as a proportion of all IT jobs advertised in Birmingham.
Keras
Contractor Daily Rate Trend in Birmingham
3-month moving average daily rate quoted in jobs citing Keras in Birmingham.