Model Validation Job Trends in Cumbria

Model Validation
North West > Cumbria

The table below provides summary statistics and salary benchmarking for jobs advertised in Cumbria requiring Model Validation skills. It covers permanent job vacancies from the 6 months leading up to 16 November 2025, with comparisons to the same periods in the previous two years.

6 months to
16 Nov 2025
Same period 2024 Same period 2023
Rank 33 - -
Rank change year-on-year - - -
Permanent jobs citing Model Validation 2 0 0
As % of all permanent jobs in Cumbria 0.58% - -
As % of the Processes & Methodologies category 0.68% - -
Number of salaries quoted 2 0 0
10th Percentile £67,000 - -
25th Percentile £70,000 - -
Median annual salary (50th Percentile) £80,000 - -
75th Percentile £90,000 - -
90th Percentile £93,000 - -
North West median annual salary £70,000 £65,000 £55,043
% change year-on-year +7.69% +18.09% -

All Process and Methodology Skills
Cumbria

Model Validation 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 Cumbria.

Permanent vacancies with a requirement for process or methodology skills 293 349 155
As % of all permanent jobs advertised in Cumbria 84.93% 68.70% 97.48%
Number of salaries quoted 139 152 35
10th Percentile £25,087 £35,000 £26,000
25th Percentile £35,000 £38,734 £31,750
Median annual salary (50th Percentile) £46,000 £51,750 £42,500
Median % change year-on-year -11.11% +21.76% +6.25%
75th Percentile £57,500 £60,000 £60,000
90th Percentile £67,600 £67,250 £66,250
North West median annual salary £50,000 £52,000 £55,000
% change year-on-year -3.85% -5.45% +4.76%

Model Validation
Job Vacancy Trend in Cumbria

Historical trend showing the proportion of permanent IT job postings citing Model Validation relative to all permanent IT jobs advertised in Cumbria.

Model Validation job vacancy trend in Cumbria

Model Validation
Salary Histogram in Cumbria

Salary distribution for jobs citing Model Validation in Cumbria over the 6 months to 16 November 2025.

Salary histogram for Model Validation in Cumbria

Model Validation
Job Locations in Cumbria

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Model Validation within the Cumbria region over the 6 months to 16 November 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Whitehaven - 2 £80,000 -
Model Validation
North West

Model Validation
Co-Occurring Skills & Capabilities in Cumbria 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:

General
1 1 (50.00%) Analytical Skills
Job Titles
1 2 (100.00%) Consultant
1 2 (100.00%) Data Consultant
2 1 (50.00%) Principal Consultant
Libraries, Frameworks & Software Standards
1 2 (100.00%) PyTorch
1 2 (100.00%) TensorFlow
2 1 (50.00%) Hugging Face
2 1 (50.00%) scikit-learn
Processes & Methodologies
1 2 (100.00%) AI
1 2 (100.00%) Data Science
1 2 (100.00%) Machine Learning
2 1 (50.00%) Artificial Intelligence Engineering
2 1 (50.00%) Data Governance
2 1 (50.00%) Data Modelling
2 1 (50.00%) LLM
2 1 (50.00%) Predictive Modelling
Programming Languages
1 2 (100.00%) Python
Qualifications
1 2 (100.00%) SC Cleared
1 2 (100.00%) Security Cleared