Feature Engineering Contracts in Edinburgh

Feature Engineering
Scotland > Edinburgh

The table below provides summary statistics for contract job vacancies advertised in Edinburgh requiring Feature Engineering skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Feature Engineering over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 66 - -
Rank change year-on-year - - -
Contract jobs citing Feature Engineering 1 0 0
As % of all contract jobs advertised in Edinburgh 0.16% - -
As % of the Processes & Methodologies category 0.17% - -
Number of daily rates quoted 1 0 0
10th Percentile - - -
25th Percentile £456 - -
Median daily rate (50th Percentile) £463 - -
75th Percentile £469 - -
90th Percentile - - -
Scotland median daily rate £463 - -

All Process and Methodology Skills
Edinburgh

Feature Engineering 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 Edinburgh.

Contract vacancies with a requirement for process or methodology skills 594 720 1,240
As % of all contract IT jobs advertised in Edinburgh 95.04% 88.34% 95.17%
Number of daily rates quoted 333 422 884
10th Percentile £214 £233 £254
25th Percentile £403 £413 £406
Median daily rate (50th Percentile) £471 £484 £475
Median % change year-on-year -2.59% +1.79% -
75th Percentile £541 £575 £545
90th Percentile £630 £663 £625
Scotland median daily rate £463 £475 £475
% change year-on-year -2.63% - +2.15%
Number of hourly rates quoted 24 31 11
10th Percentile - £15.10 £13.16
25th Percentile £17.30 £16.25 £17.72
Median hourly rate £22.44 £22.87 £21.26
Median % change year-on-year -1.89% +7.57% -46.85%
75th Percentile £25.59 £60.75 £53.75
90th Percentile £42.35 - £54.50
Scotland median hourly rate £21.59 £19.34 £17.72
% change year-on-year +11.66% +9.11% -55.69%

Feature Engineering
Job Vacancy Trend in Edinburgh

Job postings citing Feature Engineering as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Feature Engineering in Edinburgh

Feature Engineering
Co-occurring Skills and Capabilities in Edinburgh 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:

Application Platforms
1 1 (100.00%) Jupyter
Development Applications
1 1 (100.00%) Git
1 1 (100.00%) PyCharm
1 1 (100.00%) Visual Studio
Job Titles
1 1 (100.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (100.00%) NumPy
1 1 (100.00%) Pandas
1 1 (100.00%) scikit-learn
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Artificial Intelligence
1 1 (100.00%) Data Analytics
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Science
1 1 (100.00%) Machine Learning
1 1 (100.00%) Statistical Analysis
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL