Keras
South East > Middlesex
The table below provides summary statistics and salary benchmarking for jobs advertised in Middlesex requiring Keras skills. It covers vacancies from the 6 months leading up to 21 September 2025, with comparisons to the same periods in the previous two years.
| 6 months to 21 Sep 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 34 | - | - |
| Rank change year-on-year | - | - | - |
| Permanent jobs citing Keras | 1 | 0 | 0 |
| As % of all permanent jobs advertised in Middlesex | 0.74% | - | - |
| As % of the Libraries, Frameworks & Software Standards category | 5.56% | - | - |
| Number of salaries quoted | 0 | 0 | 0 |
| Median annual salary (50th Percentile) | - | - | - |
| South East median annual salary | - | £75,000 | £82,500 |
| % change year-on-year | - | -9.09% | - |
All Software Libraries and Frameworks
Middlesex
Keras falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in Middlesex.
| Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills | 18 | 8 | 18 |
| As % of all permanent jobs advertised in Middlesex | 13.24% | 5.03% | 58.06% |
| Number of salaries quoted | 1 | 3 | 18 |
| 10th Percentile | - | £54,250 | £47,500 |
| 25th Percentile | £57,500 | £55,000 | £77,500 |
| Median annual salary (50th Percentile) | £60,000 | £62,500 | £85,000 |
| Median % change year-on-year | -4.00% | -26.47% | +53.15% |
| 75th Percentile | £62,500 | £68,750 | £91,250 |
| 90th Percentile | - | - | £92,500 |
| South East median annual salary | £60,000 | £56,525 | £60,000 |
| % change year-on-year | +6.15% | -5.79% | +4.35% |
Keras
Co-occurring Skills and Capabilities in Middlesex 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: