Feature Engineering Job Trends in Surrey

Feature Engineering
South East > Surrey

The table below provides summary statistics and salary benchmarking for jobs advertised in Surrey requiring Feature Engineering skills. It covers permanent job vacancies from the 6 months leading up to 19 November 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Nov 2025
Same period 2024 Same period 2023
Rank 98 - -
Rank change year-on-year - - -
Permanent jobs citing Feature Engineering 2 0 0
As % of all permanent jobs in Surrey 0.14% - -
As % of the Processes & Methodologies category 0.16% - -
Number of salaries quoted 2 0 0
10th Percentile £51,250 - -
25th Percentile £53,125 - -
Median annual salary (50th Percentile) £57,500 - -
75th Percentile £63,125 - -
90th Percentile £65,750 - -
South East median annual salary £57,500 £77,500 £72,500
% change year-on-year -25.81% +6.90% -

All Process and Methodology Skills
Surrey

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 Surrey.

Permanent vacancies with a requirement for process or methodology skills 1,214 1,272 812
As % of all permanent jobs advertised in Surrey 86.65% 86.00% 91.54%
Number of salaries quoted 767 616 583
10th Percentile £27,040 £32,250 £30,500
25th Percentile £32,750 £40,000 £41,250
Median annual salary (50th Percentile) £45,000 £57,500 £55,000
Median % change year-on-year -21.74% +4.55% -4.35%
75th Percentile £65,000 £75,000 £65,000
90th Percentile £86,750 £85,000 £76,000
South East median annual salary £47,520 £56,000 £55,000
% change year-on-year -15.14% +1.82% -

Feature Engineering
Job Vacancy Trend in Surrey

Historical trend showing the proportion of permanent IT job postings citing Feature Engineering relative to all permanent IT jobs advertised in Surrey.

Feature Engineering job vacancy trend in Surrey

Feature Engineering
Salary Histogram in Surrey

Salary distribution for jobs citing Feature Engineering in Surrey over the 6 months to 19 November 2025.

Salary histogram for Feature Engineering in Surrey

Feature Engineering
Co-Occurring Skills & Capabilities in Surrey by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Database & Business Intelligence
1 2 (100.00%) NoSQL
1 2 (100.00%) Tableau
Job Titles
1 2 (100.00%) Artificial Intelligence Engineer
2 1 (50.00%) Artificial Intelligence Developer
2 1 (50.00%) Developer
Libraries, Frameworks & Software Standards
1 1 (50.00%) Hugging Face
1 1 (50.00%) LangChain
1 1 (50.00%) NumPy
1 1 (50.00%) Pandas
1 1 (50.00%) PyTorch
1 1 (50.00%) scikit-learn
1 1 (50.00%) TensorFlow
Processes & Methodologies
1 2 (100.00%) AI
1 2 (100.00%) API Development
1 2 (100.00%) Computer Science
1 2 (100.00%) Generative AI
1 2 (100.00%) LLM
1 2 (100.00%) Machine Learning
1 2 (100.00%) Natural Language Processing
1 2 (100.00%) Open Source
1 2 (100.00%) Retrieval-Augmented Generation
2 1 (50.00%) Analytics
2 1 (50.00%) Clean Code
2 1 (50.00%) Data Science
2 1 (50.00%) Use Case
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) R
1 2 (100.00%) SQL
2 1 (50.00%) Java
Qualifications
1 2 (100.00%) Degree
1 2 (100.00%) Master's Degree
2 1 (50.00%) Computer Science Degree
Vendors
1 1 (50.00%) Samsung