Feature Engineering Contracts in Scotland

Feature Engineering
UK > Scotland

The table below provides summary statistics for contract job vacancies advertised in Scotland 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 115 - -
Rank change year-on-year - - -
Contract jobs citing Feature Engineering 1 0 0
As % of all contract jobs advertised in Scotland 0.062% - -
As % of the Processes & Methodologies category 0.066% - -
Number of daily rates quoted 1 0 0
10th Percentile - - -
25th Percentile £456 - -
Median daily rate (50th Percentile) £463 - -
75th Percentile £469 - -
90th Percentile - - -
UK median daily rate £600 £575 £518
% change year-on-year +4.35% +11.11% +6.34%

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 contract job vacancies requiring process or methodology skills in Scotland.

Contract vacancies with a requirement for process or methodology skills 1,518 1,963 2,651
As % of all contract IT jobs advertised in Scotland 93.42% 88.54% 92.63%
Number of daily rates quoted 920 1,196 1,908
10th Percentile £263 £229 £263
25th Percentile £375 £400 £408
Median daily rate (50th Percentile) £463 £475 £475
Median % change year-on-year -2.63% - +2.15%
75th Percentile £550 £588 £556
90th Percentile £606 £675 £650
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 47 94 54
10th Percentile £16.19 £12.36 £10.63
25th Percentile £17.30 £16.00 £11.51
Median hourly rate £21.59 £19.34 £17.72
Median % change year-on-year +11.66% +9.11% -55.69%
75th Percentile £24.66 £40.94 £53.75
90th Percentile £51.48 £60.75 £66.09
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

Feature Engineering
Job Vacancy Trend in Scotland

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

Job vacancy trend for Feature Engineering in Scotland

Feature Engineering
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Feature Engineering within the Scotland region over the 6 months to 1 May 2025. 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
Edinburgh - 1 £463 - 1
Feature Engineering
UK

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:

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