Feature Engineering
UK > Scotland
The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Feature Engineering skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Feature Engineering over the 6 months leading up to 16 May 2025, comparing them to the same period in the previous two years.
| 6 months to 16 May 2025 |
Same period 2024 | Same period 2023 | |
|---|---|---|---|
| Rank | 162 | 268 | - |
| Rank change year-on-year | +106 | - | - |
| Permanent jobs citing Feature Engineering | 2 | 7 | 0 |
| As % of all permanent jobs advertised in Scotland | 0.068% | 0.10% | - |
| As % of the Processes & Methodologies category | 0.073% | 0.11% | - |
| Number of salaries quoted | 2 | 0 | 0 |
| 10th Percentile | £52,000 | - | - |
| 25th Percentile | £55,000 | - | - |
| Median annual salary (50th Percentile) | £60,000 | - | - |
| 75th Percentile | £65,000 | - | - |
| 90th Percentile | £68,000 | - | - |
| UK median annual salary | £65,000 | £80,000 | £68,823 |
| % change year-on-year | -18.75% | +16.24% | -21.35% |
All Process and Methodology Skills
Scotland
Feature Engineering falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Scotland.
| Permanent vacancies with a requirement for process or methodology skills | 2,735 | 6,175 | 4,351 |
| As % of all permanent jobs advertised in Scotland | 92.71% | 92.38% | 94.28% |
| Number of salaries quoted | 1,355 | 2,389 | 2,175 |
| 10th Percentile | £31,250 | £28,750 | £32,133 |
| 25th Percentile | £43,750 | £40,500 | £42,000 |
| Median annual salary (50th Percentile) | £52,500 | £52,500 | £57,500 |
| Median % change year-on-year | - | -8.70% | +4.55% |
| 75th Percentile | £62,500 | £65,000 | £72,500 |
| 90th Percentile | £82,650 | £80,000 | £85,000 |
| UK median annual salary | £57,500 | £55,000 | £61,180 |
| % change year-on-year | +4.55% | -10.10% | +1.97% |
Feature Engineering
Job Vacancy Trend in Scotland
Job postings citing Feature Engineering as a proportion of all IT jobs advertised in Scotland.
Feature Engineering
Salary Trend in Scotland
3-month moving average salary quoted in jobs citing Feature Engineering in Scotland.
Feature Engineering
Salary Histogram in Scotland
Salary distribution for jobs citing Feature Engineering in Scotland over the 6 months to 16 May 2025.
Feature Engineering
Co-occurring Skills and Capabilities in Scotland 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: