Statistical Modelling Job Trends

Statistical Modelling
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Statistical Modelling skills. It covers permanent job vacancies from the 6 months leading up to 29 November 2025, with comparisons to the same periods in the previous two years.

6 months to
29 Nov 2025
Same period 2024 Same period 2023
Rank 506 456 532
Rank change year-on-year -50 +76 +277
Permanent jobs citing Statistical Modelling 143 330 192
As % of all permanent jobs in the UK 0.26% 0.50% 0.38%
As % of the Processes & Methodologies category 0.31% 0.58% 0.40%
Number of salaries quoted 57 83 158
10th Percentile £35,000 £38,900 £37,250
25th Percentile £37,250 £45,000 £43,813
Median annual salary (50th Percentile) £62,500 £70,000 £60,000
Median % change year-on-year -10.71% +16.67% +1.53%
75th Percentile £81,250 £86,250 £73,750
90th Percentile £132,000 £126,250 £93,250
UK excluding London median annual salary £56,250 £61,250 £51,528
% change year-on-year -8.16% +18.87% +3.06%

All Process and Methodology Skills
UK

Statistical Modelling 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.

Permanent vacancies with a requirement for process or methodology skills 45,730 56,495 47,974
As % of all permanent jobs advertised in the UK 84.51% 85.27% 93.76%
Number of salaries quoted 27,916 29,477 36,918
10th Percentile £28,250 £34,000 £32,500
25th Percentile £36,250 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -
75th Percentile £75,000 £80,000 £80,000
90th Percentile £95,000 £97,500 £98,750
UK excluding London median annual salary £47,500 £54,500 £52,500
% change year-on-year -12.84% +3.81% -0.94%

Statistical Modelling
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Statistical Modelling relative to all permanent IT jobs advertised.

Statistical Modelling job vacancy trend in the UK

Statistical Modelling
Salary Trend

Salary distribution trend for jobs in the UK citing Statistical Modelling.

Salary distribution trend for jobs in the UK citing Statistical Modelling

Statistical Modelling
Salary Histogram

Salary distribution for jobs citing Statistical Modelling over the 6 months to 29 November 2025.

Salary histogram for Statistical Modelling in the UK

Statistical Modelling
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Modelling within the UK over the 6 months to 29 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
England -38 133 £62,500 -12.28% 80
UK excluding London -22 86 £56,250 -8.16% 71
London -3 53 £77,500 -8.28% 39
Work from Home -18 28 £71,000 +49.47% 25
Midlands +42 22 £59,625 -0.63% 11
North of England +43 21 £58,750 +30.56% 20
South East +5 21 £40,000 -38.46% 35
West Midlands +44 12 £59,625 +49.06% 6
East of England +43 11 £40,000 -46.67% 1
East Midlands +25 10 £53,945 -34.61% 5
Yorkshire +1 10 £40,000 -11.11% 5
North West +46 8 £65,000 +30.00% 13
Wales - 6 £40,000 -
South West +12 5 £82,500 +6.45% 3
North East +17 3 £62,500 - 2

Statistical Modelling
Co-Occurring Skills & Capabilities 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:

Application Platforms
1 6 (4.20%) Apache Spark
2 3 (2.10%) Apache Airflow
3 1 (0.70%) SAS
Applications
1 37 (25.87%) Microsoft Excel
2 3 (2.10%) Spreadsheet
3 1 (0.70%) Microsoft Office
3 1 (0.70%) Microsoft PowerPoint
Cloud Services
1 33 (23.08%) Power Platform
2 17 (11.89%) Vertex AI
3 16 (11.19%) Azure
4 13 (9.09%) AWS
5 7 (4.90%) GCP
6 3 (2.10%) Microsoft 365
7 2 (1.40%) Azure Machine Learning
7 2 (1.40%) GitHub
8 1 (0.70%) Amazon Bedrock
8 1 (0.70%) Amazon SageMaker
8 1 (0.70%) Google Analytics
8 1 (0.70%) PowerApps
8 1 (0.70%) SaaS
Database & Business Intelligence
1 47 (32.87%) Tableau
2 33 (23.08%) Power BI
3 29 (20.28%) Data Mining
4 3 (2.10%) Big Data
4 3 (2.10%) Data Warehouse
4 3 (2.10%) KDB
4 3 (2.10%) Relational Database
4 3 (2.10%) SQL Server
5 2 (1.40%) Data Lake
5 2 (1.40%) Electronic Patient Records
6 1 (0.70%) ClickHouse
6 1 (0.70%) Hadoop
6 1 (0.70%) Looker
6 1 (0.70%) RDBMS
6 1 (0.70%) Spotfire
6 1 (0.70%) SQL Server Analysis Services
6 1 (0.70%) SQL Server Integration Services
6 1 (0.70%) SQL Server Reporting Services
Development Applications
1 1 (0.70%) MLflow
General
1 87 (60.84%) Analytical Skills
2 62 (43.36%) Finance
3 50 (34.97%) Social Skills
4 29 (20.28%) Banking
4 29 (20.28%) Financial Institution
4 29 (20.28%) Inclusion and Diversity
5 22 (15.38%) Law
5 22 (15.38%) Retail
6 6 (4.20%) Marketing
7 4 (2.80%) Presentation Skills
8 3 (2.10%) Public Sector
9 2 (1.40%) Front Office
9 2 (1.40%) Prime Brokerage
9 2 (1.40%) Spanish Language
10 1 (0.70%) Legal
10 1 (0.70%) Manufacturing
10 1 (0.70%) Social Housing
10 1 (0.70%) Tech for Good
Job Titles
1 62 (43.36%) Analyst
2 36 (25.17%) Data Analyst
3 21 (14.69%) Data Scientist
4 20 (13.99%) Lead
4 20 (13.99%) Senior
5 11 (7.69%) Trainee
6 8 (5.59%) Pricing Manager
6 8 (5.59%) Technical Manager
7 4 (2.80%) Developer
8 3 (2.10%) Business Intelligence Analyst
8 3 (2.10%) Quantitative Developer
9 2 (1.40%) Analytics Manager
9 2 (1.40%) Business Intelligence Data Analyst
9 2 (1.40%) Credit Analyst
9 2 (1.40%) Data Manager
9 2 (1.40%) HR Analyst
9 2 (1.40%) Operations Engineer
9 2 (1.40%) Prime Brokerage Business Analyst
9 2 (1.40%) Product Lead
9 2 (1.40%) Risk Analyst
Libraries, Frameworks & Software Standards
1 8 (5.59%) Pandas
1 8 (5.59%) scikit-learn
2 7 (4.90%) TensorFlow
3 5 (3.50%) PyTorch
4 3 (2.10%) NumPy
5 2 (1.40%) PySpark
5 2 (1.40%) pytest
5 2 (1.40%) XGBoost
6 1 (0.70%) Matplotlib
6 1 (0.70%) Seaborn
Miscellaneous
1 31 (21.68%) Algorithms
2 30 (20.98%) Self-Motivation
3 19 (13.29%) Data Structures
4 5 (3.50%) CUDA
4 5 (3.50%) Reinsurance
5 4 (2.80%) Credit Risk
6 3 (2.10%) Derivative
6 3 (2.10%) Equity Derivative
6 3 (2.10%) Greenfield Project
7 2 (1.40%) Foreign Exchange (FX)
7 2 (1.40%) Legacy Systems
7 2 (1.40%) Management Information System
7 2 (1.40%) Product Ownership
8 1 (0.70%) Analytical Mindset
8 1 (0.70%) IoT
Processes & Methodologies
1 105 (73.43%) Data Science
2 81 (56.64%) Analytics
2 81 (56.64%) Mathematics
3 77 (53.85%) AI
4 75 (52.45%) Machine Learning
5 70 (48.95%) Problem-Solving
6 65 (45.45%) Data Analysis
7 58 (40.56%) Business Intelligence
8 50 (34.97%) Statistics
9 44 (30.77%) Visualisation
10 37 (25.87%) Decision-Making
11 36 (25.17%) Risk Analytics
12 34 (23.78%) Risk Management
13 30 (20.98%) Business Strategy
13 30 (20.98%) Portfolio Management
13 30 (20.98%) Statistical Analysis
13 30 (20.98%) Stress Testing
14 29 (20.28%) Asset Management
14 29 (20.28%) Scenario Testing
14 29 (20.28%) Workflow
Programming Languages
1 114 (79.72%) Python
2 74 (51.75%) SQL
3 22 (15.38%) R
4 3 (2.10%) C++
Qualifications
1 81 (56.64%) Degree
2 34 (23.78%) Numerate Degree
3 9 (6.29%) Master's Degree
3 9 (6.29%) Postgraduate
4 4 (2.80%) PhD
5 3 (2.10%) Computer Science Degree
6 2 (1.40%) DBS Check
6 2 (1.40%) MBA
7 1 (0.70%) Azure Certification
7 1 (0.70%) CBAP
7 1 (0.70%) Microsoft Certification
Quality Assurance & Compliance
1 41 (28.67%) Data Quality
2 2 (1.40%) GDPR
3 1 (0.70%) Accessibility
3 1 (0.70%) Disclosure Scotland
3 1 (0.70%) QA
Vendors
1 33 (23.08%) Microsoft
2 29 (20.28%) Alteryx
2 29 (20.28%) Bloomberg
3 19 (13.29%) Google
4 16 (11.19%) OpenAI
5 6 (4.20%) Databricks
6 3 (2.10%) Salesforce
7 2 (1.40%) Anaplan
8 1 (0.70%) Civica
8 1 (0.70%) Northgate
8 1 (0.70%) Oracle
8 1 (0.70%) Orchard
8 1 (0.70%) Pega
8 1 (0.70%) TIBCO