Predictive Modelling Contracts in the North West

Predictive Modelling
England > North West

The table below provides summary statistics for contract job vacancies advertised in the North West requiring Predictive Modelling skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Predictive Modelling 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 115 135 153
Rank change year-on-year +20 +18 +15
Contract jobs citing Predictive Modelling 5 2 4
As % of all contract jobs advertised in the North West 0.25% 0.073% 0.13%
As % of the Processes & Methodologies category 0.28% 0.084% 0.14%
Number of daily rates quoted 4 2 2
10th Percentile - £499 £651
25th Percentile £448 £501 £653
Median daily rate (50th Percentile) £465 £520 £663
Median % change year-on-year -10.58% -21.51% +65.63%
75th Percentile £528 £536 £678
90th Percentile £601 £537 £684
England median daily rate £525 £525 £525
% change year-on-year - - -4.55%

All Process and Methodology Skills
North West

Predictive Modelling 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 the North West.

Contract vacancies with a requirement for process or methodology skills 1,776 2,377 2,894
As % of all contract IT jobs advertised in the North West 90.24% 86.28% 90.61%
Number of daily rates quoted 1,147 1,519 2,058
10th Percentile £300 £306 £313
25th Percentile £393 £405 £413
Median daily rate (50th Percentile) £475 £500 £500
Median % change year-on-year -5.00% - +5.26%
75th Percentile £575 £593 £588
90th Percentile £661 £688 £675
England median daily rate £525 £525 £550
% change year-on-year - -4.55% +2.33%
Number of hourly rates quoted 108 244 144
10th Percentile £15.97 £10.95 £16.85
25th Percentile £22.66 £13.30 £21.25
Median hourly rate £31.88 £21.00 £35.00
Median % change year-on-year +51.81% -40.00% +70.82%
75th Percentile £60.00 £45.22 £48.91
90th Percentile £83.96 £57.50 £65.00
England median hourly rate £29.07 £36.00 £37.50
% change year-on-year -19.25% -4.00% +53.06%

Predictive Modelling
Job Vacancy Trend in the North West

Job postings citing Predictive Modelling as a proportion of all IT jobs advertised in the North West.

Job vacancy trend for Predictive Modelling in the North West

Predictive Modelling
Contractor Daily Rate Trend in the North West

3-month moving average daily rate quoted in jobs citing Predictive Modelling in the North West.

Daily rate trend for Predictive Modelling in the North West

Predictive Modelling
Daily Rate Histogram in the North West

Daily rate distribution for jobs citing Predictive Modelling in the North West over the 6 months to 1 May 2025.

Daily rate histogram for Predictive Modelling in the North West

Predictive Modelling
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Predictive Modelling within the North West 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
Manchester - 4 £465 - 11
Cheshire - 1 - - 6
Predictive Modelling
England

Predictive Modelling
Co-occurring Skills and Capabilities in the North West 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 (20.00%) Apache Spark
Cloud Services
1 1 (20.00%) Azure
1 1 (20.00%) Azure Data Factory
1 1 (20.00%) Azure Machine Learning
1 1 (20.00%) Power Platform
Database & Business Intelligence
1 3 (60.00%) Data Mining
2 1 (20.00%) Big Data
2 1 (20.00%) Power BI
2 1 (20.00%) Tableau
Development Applications
1 2 (40.00%) Git
General
1 4 (80.00%) Analytical Skills
2 3 (60.00%) Public Sector
3 1 (20.00%) Finance
3 1 (20.00%) Presentation Skills
3 1 (20.00%) Social Skills
Job Titles
1 4 (80.00%) Data Scientist
2 2 (40.00%) Senior
3 1 (20.00%) Analyst
3 1 (20.00%) Information Analyst
3 1 (20.00%) Senior Analyst
3 1 (20.00%) Senior Data Scientist
3 1 (20.00%) Senior Information Analyst
Libraries, Frameworks & Software Standards
1 3 (60.00%) TensorFlow
2 2 (40.00%) PyTorch
3 1 (20.00%) Matplotlib
3 1 (20.00%) Pandas
3 1 (20.00%) scikit-learn
Miscellaneous
1 2 (40.00%) Algorithms
2 1 (20.00%) Distributed Computing
2 1 (20.00%) NHS
Processes & Methodologies
1 4 (80.00%) Actionable Insight
1 4 (80.00%) Data Science
1 4 (80.00%) Machine Learning
1 4 (80.00%) Problem-Solving
2 3 (60.00%) Data Visualisation
2 3 (60.00%) Statistical Analysis
2 3 (60.00%) Visualisation
3 2 (40.00%) Artificial Intelligence
3 2 (40.00%) Continuous Improvement
3 2 (40.00%) Data Analysis
3 2 (40.00%) Data Privacy
3 2 (40.00%) Data Protection
3 2 (40.00%) Data-Driven Decision Making
3 2 (40.00%) Decision-Making
3 2 (40.00%) Mathematics
3 2 (40.00%) MLOps
3 2 (40.00%) Natural Language Processing
3 2 (40.00%) Predictive Analysis
3 2 (40.00%) Stakeholder Engagement
3 2 (40.00%) Storytelling
Programming Languages
1 4 (80.00%) Python
1 4 (80.00%) SQL
2 2 (40.00%) R
Qualifications
1 2 (40.00%) Degree
2 1 (20.00%) Security Cleared
Quality Assurance & Compliance
1 2 (40.00%) Accessibility
1 2 (40.00%) Data Quality
Vendors
1 2 (40.00%) Microsoft
2 1 (20.00%) Databricks