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 6 December 2025, with comparisons to the same periods in the previous two years.

6 months to
6 Dec 2025
Same period 2024 Same period 2023
Rank 501 436 534
Rank change year-on-year -65 +98 +253
Permanent jobs citing Statistical Modelling 146 334 192
As % of all permanent jobs in the UK 0.26% 0.53% 0.38%
As % of the Processes & Methodologies category 0.31% 0.61% 0.41%
Number of salaries quoted 60 86 157
10th Percentile £35,000 £37,875 £39,000
25th Percentile £36,688 £45,000 £46,306
Median annual salary (50th Percentile) £59,625 £70,000 £57,500
Median % change year-on-year -14.82% +21.74% -2.70%
75th Percentile £81,250 £86,250 £72,433
90th Percentile £119,250 £111,875 £93,500
UK excluding London median annual salary £55,000 £57,500 £51,528
% change year-on-year -4.35% +11.59% +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 46,878 54,401 47,138
As % of all permanent jobs advertised in the UK 83.98% 86.62% 93.72%
Number of salaries quoted 28,142 28,251 36,353
10th Percentile £28,250 £35,000 £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 £98,750 £100,000
UK excluding London median annual salary £47,500 £55,000 £52,500
% change year-on-year -13.64% +4.76% -1.70%

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 6 December 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 6 December 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 -42 136 £59,625 -14.82% 200
UK excluding London -26 86 £55,000 -4.35% 197
London -4 56 £71,750 -4.33% 27
Work from Home -25 29 £70,000 +51.35% 118
Midlands +18 23 £59,250 -1.25% 35
North of England +24 21 £58,750 +30.56% 53
South East -14 21 £40,000 -38.46% 46
West Midlands +21 12 £59,625 +49.06% 21
East Midlands +16 11 £45,390 -44.98% 13
East of England +35 10 £40,000 -46.67% 30
Yorkshire 0 10 £40,000 -11.11% 23
North West +29 8 £65,000 +30.00% 26
Wales - 6 £40,000 - 5
South West +15 5 £82,500 +6.45% 20
North East +12 3 £62,500 - 4

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 (4.11%) Apache Spark
2 3 (2.05%) Apache Airflow
3 1 (0.68%) SAS
Applications
1 38 (26.03%) Microsoft Excel
2 3 (2.05%) Spreadsheet
3 1 (0.68%) Microsoft Office
3 1 (0.68%) Microsoft PowerPoint
Cloud Services
1 35 (23.97%) Power Platform
2 18 (12.33%) Azure
3 17 (11.64%) Vertex AI
4 13 (8.90%) AWS
5 7 (4.79%) GCP
6 4 (2.74%) Azure Machine Learning
7 3 (2.05%) Microsoft 365
8 2 (1.37%) GitHub
9 1 (0.68%) Amazon Bedrock
9 1 (0.68%) Amazon SageMaker
9 1 (0.68%) Google Analytics
9 1 (0.68%) PowerApps
9 1 (0.68%) SaaS
Database & Business Intelligence
1 49 (33.56%) Tableau
2 35 (23.97%) Power BI
3 30 (20.55%) Data Mining
4 3 (2.05%) Big Data
4 3 (2.05%) Data Warehouse
4 3 (2.05%) KDB
4 3 (2.05%) Relational Database
4 3 (2.05%) SQL Server
5 2 (1.37%) Data Lake
5 2 (1.37%) Electronic Patient Records
6 1 (0.68%) ClickHouse
6 1 (0.68%) Hadoop
6 1 (0.68%) Looker
6 1 (0.68%) RDBMS
6 1 (0.68%) Spotfire
6 1 (0.68%) SQL Server Analysis Services
6 1 (0.68%) SQL Server Integration Services
6 1 (0.68%) SQL Server Reporting Services
Development Applications
1 1 (0.68%) MLflow
General
1 90 (61.64%) Analytical Skills
2 66 (45.21%) Finance
3 52 (35.62%) Social Skills
4 30 (20.55%) Banking
4 30 (20.55%) Financial Institution
4 30 (20.55%) Inclusion and Diversity
5 22 (15.07%) Law
6 21 (14.38%) Retail
7 6 (4.11%) Marketing
8 4 (2.74%) Presentation Skills
9 3 (2.05%) Public Sector
10 2 (1.37%) Front Office
10 2 (1.37%) Prime Brokerage
10 2 (1.37%) Spanish Language
11 1 (0.68%) Legal
11 1 (0.68%) Manufacturing
11 1 (0.68%) Social Housing
11 1 (0.68%) Tech for Good
Job Titles
1 63 (43.15%) Analyst
2 37 (25.34%) Data Analyst
3 21 (14.38%) Data Scientist
4 20 (13.70%) Lead
4 20 (13.70%) Senior
5 12 (8.22%) Trainee
6 7 (4.79%) Pricing Manager
6 7 (4.79%) Technical Manager
7 4 (2.74%) Developer
7 4 (2.74%) Operations Engineer
8 3 (2.05%) Business Intelligence Analyst
8 3 (2.05%) Machine Learning Engineer
8 3 (2.05%) Quantitative Developer
9 2 (1.37%) Analytics Manager
9 2 (1.37%) Business Intelligence Data Analyst
9 2 (1.37%) Credit Analyst
9 2 (1.37%) Data Manager
9 2 (1.37%) HR Analyst
9 2 (1.37%) Prime Brokerage Business Analyst
9 2 (1.37%) Risk Analyst
Libraries, Frameworks & Software Standards
1 8 (5.48%) Pandas
1 8 (5.48%) scikit-learn
2 7 (4.79%) TensorFlow
3 5 (3.42%) PyTorch
4 3 (2.05%) NumPy
5 2 (1.37%) PySpark
5 2 (1.37%) pytest
5 2 (1.37%) XGBoost
6 1 (0.68%) Matplotlib
6 1 (0.68%) Seaborn
Miscellaneous
1 33 (22.60%) Algorithms
2 31 (21.23%) Self-Motivation
3 19 (13.01%) Data Structures
4 5 (3.42%) CUDA
4 5 (3.42%) Reinsurance
5 4 (2.74%) Credit Risk
6 3 (2.05%) Derivative
6 3 (2.05%) Equity Derivative
6 3 (2.05%) Greenfield Project
7 2 (1.37%) Foreign Exchange (FX)
7 2 (1.37%) Legacy Systems
7 2 (1.37%) Management Information System
7 2 (1.37%) Product Ownership
8 1 (0.68%) Analytical Mindset
8 1 (0.68%) IoT
Processes & Methodologies
1 108 (73.97%) Data Science
2 84 (57.53%) Analytics
3 82 (56.16%) Mathematics
4 79 (54.11%) AI
5 77 (52.74%) Machine Learning
6 71 (48.63%) Problem-Solving
7 67 (45.89%) Data Analysis
8 59 (40.41%) Business Intelligence
9 50 (34.25%) Statistics
10 46 (31.51%) Visualisation
11 39 (26.71%) Decision-Making
12 37 (25.34%) Risk Analytics
13 35 (23.97%) Risk Management
14 31 (21.23%) Business Strategy
14 31 (21.23%) Portfolio Management
14 31 (21.23%) Stress Testing
15 30 (20.55%) Migration
15 30 (20.55%) Scenario Testing
15 30 (20.55%) Statistical Analysis
15 30 (20.55%) Workflow
Programming Languages
1 117 (80.14%) Python
2 77 (52.74%) SQL
3 21 (14.38%) R
4 3 (2.05%) C++
Qualifications
1 81 (55.48%) Degree
2 34 (23.29%) Numerate Degree
3 9 (6.16%) Master's Degree
4 8 (5.48%) Postgraduate
5 4 (2.74%) PhD
6 3 (2.05%) Computer Science Degree
7 2 (1.37%) DBS Check
7 2 (1.37%) MBA
8 1 (0.68%) Azure Certification
8 1 (0.68%) CBAP
8 1 (0.68%) Microsoft Certification
Quality Assurance & Compliance
1 44 (30.14%) Data Quality
2 2 (1.37%) GDPR
3 1 (0.68%) Accessibility
3 1 (0.68%) Disclosure Scotland
3 1 (0.68%) QA
Vendors
1 34 (23.29%) Microsoft
2 30 (20.55%) Alteryx
2 30 (20.55%) Bloomberg
3 19 (13.01%) Google
4 16 (10.96%) OpenAI
5 6 (4.11%) Databricks
6 3 (2.05%) Salesforce
7 2 (1.37%) Anaplan
8 1 (0.68%) Civica
8 1 (0.68%) Northgate
8 1 (0.68%) Oracle
8 1 (0.68%) Orchard
8 1 (0.68%) Pega
8 1 (0.68%) TIBCO