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

6 months to
20 Dec 2025
Same period 2024 Same period 2023
Rank 522 410 531
Rank change year-on-year -112 +121 +236
Permanent jobs citing Statistical Modelling 133 336 174
As % of all permanent jobs in the UK 0.23% 0.60% 0.36%
As % of the Processes & Methodologies category 0.27% 0.66% 0.38%
Number of salaries quoted 60 89 144
10th Percentile £35,000 £37,700 £40,370
25th Percentile £36,688 £45,000 £50,000
Median annual salary (50th Percentile) £61,250 £70,000 £60,000
Median % change year-on-year -12.50% +16.67% +1.53%
75th Percentile £81,250 £86,250 £78,088
90th Percentile £119,250 £97,500 £94,250
UK excluding London median annual salary £55,000 £53,750 £51,528
% change year-on-year +2.33% +4.31% +5.70%

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 48,896 50,574 45,621
As % of all permanent jobs advertised in the UK 82.87% 89.56% 93.72%
Number of salaries quoted 28,687 25,549 34,991
10th Percentile £28,450 £35,000 £32,000
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% - -3.23%
75th Percentile £75,000 £80,000 £80,000
90th Percentile £95,000 £100,000 £100,000
UK excluding London median annual salary £48,924 £55,000 £52,500
% change year-on-year -11.05% +4.76% -2.78%

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 20 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 20 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 -65 123 £61,250 -12.50% 64
UK excluding London -75 71 £55,000 +2.33% 62
London +5 57 £71,000 +1.43% 22
Work from Home -50 28 £70,500 +56.67% 15
Midlands +4 23 £57,500 - 8
North of England +7 19 £62,500 +38.89% 17
West Midlands +14 12 £58,750 +46.88% 5
East Midlands -2 11 £45,390 -44.98% 3
East of England +31 9 £40,000 -46.67% 5
Yorkshire -1 9 £40,000 -11.11% 8
South East -17 9 £40,000 -38.46% 22
North West +20 7 £67,500 +35.00% 7
Wales +4 6 £40,000 - 2
South West -7 5 £82,500 +6.45% 5
North East +10 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 (4.51%) Apache Spark
2 3 (2.26%) Apache Airflow
3 1 (0.75%) SAS
Applications
1 40 (30.08%) Microsoft Excel
2 3 (2.26%) Spreadsheet
3 1 (0.75%) Microsoft Office
3 1 (0.75%) Microsoft PowerPoint
Cloud Services
1 36 (27.07%) Power Platform
2 18 (13.53%) Azure
3 12 (9.02%) AWS
4 6 (4.51%) GCP
5 5 (3.76%) Azure Machine Learning
6 4 (3.01%) Vertex AI
7 3 (2.26%) Microsoft 365
8 2 (1.50%) GitHub
8 2 (1.50%) SaaS
9 1 (0.75%) Amazon Bedrock
9 1 (0.75%) Amazon SageMaker
9 1 (0.75%) Google Analytics
9 1 (0.75%) PowerApps
Database & Business Intelligence
1 50 (37.59%) Tableau
2 36 (27.07%) Power BI
3 16 (12.03%) Data Mining
4 3 (2.26%) Big Data
4 3 (2.26%) Data Warehouse
4 3 (2.26%) KDB
4 3 (2.26%) Relational Database
4 3 (2.26%) SQL Server
5 2 (1.50%) Data Lake
5 2 (1.50%) Electronic Patient Records
6 1 (0.75%) ClickHouse
6 1 (0.75%) Hadoop
6 1 (0.75%) Power Query
6 1 (0.75%) RDBMS
6 1 (0.75%) Spotfire
6 1 (0.75%) SQL Server Analysis Services
6 1 (0.75%) SQL Server Integration Services
6 1 (0.75%) SQL Server Reporting Services
Development Applications
1 1 (0.75%) MLflow
General
1 80 (60.15%) Analytical Skills
2 66 (49.62%) Finance
3 38 (28.57%) Social Skills
4 30 (22.56%) Banking
4 30 (22.56%) Financial Institution
4 30 (22.56%) Inclusion and Diversity
5 9 (6.77%) Law
6 7 (5.26%) Marketing
6 7 (5.26%) Retail
7 4 (3.01%) Presentation Skills
8 3 (2.26%) Public Sector
8 3 (2.26%) Spanish Language
9 2 (1.50%) Front Office
9 2 (1.50%) Prime Brokerage
10 1 (0.75%) Legal
10 1 (0.75%) Manufacturing
10 1 (0.75%) Social Housing
10 1 (0.75%) Tech for Good
Job Titles
1 65 (48.87%) Analyst
2 38 (28.57%) Data Analyst
3 18 (13.53%) Data Scientist
4 13 (9.77%) Trainee
5 8 (6.02%) Senior
6 7 (5.26%) Lead
7 6 (4.51%) Pricing Manager
7 6 (4.51%) Technical Manager
8 5 (3.76%) Operations Engineer
9 4 (3.01%) Business Intelligence Analyst
9 4 (3.01%) Developer
9 4 (3.01%) Machine Learning Engineer
10 3 (2.26%) Business Intelligence Data Analyst
10 3 (2.26%) Quantitative Developer
11 2 (1.50%) Credit Analyst
11 2 (1.50%) Graduate
11 2 (1.50%) HR Analyst
11 2 (1.50%) Risk Analyst
11 2 (1.50%) Senior Analyst
11 2 (1.50%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 6 (4.51%) Pandas
1 6 (4.51%) scikit-learn
2 5 (3.76%) PyTorch
2 5 (3.76%) TensorFlow
3 3 (2.26%) NumPy
4 2 (1.50%) PySpark
5 1 (0.75%) Matplotlib
5 1 (0.75%) React
5 1 (0.75%) Seaborn
Miscellaneous
1 31 (23.31%) Self-Motivation
2 21 (15.79%) Algorithms
3 19 (14.29%) Data Structures
4 5 (3.76%) CUDA
4 5 (3.76%) Reinsurance
5 4 (3.01%) Credit Risk
6 3 (2.26%) Derivative
6 3 (2.26%) Equity Derivative
6 3 (2.26%) Greenfield Project
7 2 (1.50%) Foreign Exchange (FX)
7 2 (1.50%) Legacy Systems
7 2 (1.50%) Management Information System
7 2 (1.50%) Product Ownership
8 1 (0.75%) AI Agents
8 1 (0.75%) Analytical Mindset
8 1 (0.75%) FMCG
8 1 (0.75%) IoT
Processes & Methodologies
1 93 (69.92%) Data Science
2 80 (60.15%) Mathematics
3 71 (53.38%) Analytics
4 67 (50.38%) AI
5 66 (49.62%) Data Analysis
6 62 (46.62%) Machine Learning
7 60 (45.11%) Business Intelligence
8 58 (43.61%) Problem-Solving
9 49 (36.84%) Statistics
10 38 (28.57%) Decision-Making
11 37 (27.82%) Risk Analytics
12 35 (26.32%) Risk Management
13 34 (25.56%) Visualisation
14 31 (23.31%) Business Strategy
14 31 (23.31%) Portfolio Management
14 31 (23.31%) Stress Testing
15 30 (22.56%) Asset Management
15 30 (22.56%) Migration
15 30 (22.56%) Scenario Testing
15 30 (22.56%) Workflow
Programming Languages
1 116 (87.22%) Python
2 78 (58.65%) SQL
3 19 (14.29%) R
4 3 (2.26%) C++
Qualifications
1 80 (60.15%) Degree
2 33 (24.81%) Numerate Degree
3 9 (6.77%) Master's Degree
4 5 (3.76%) Postgraduate
5 4 (3.01%) PhD
6 3 (2.26%) Computer Science Degree
7 2 (1.50%) DBS Check
7 2 (1.50%) MBA
8 1 (0.75%) Azure Certification
8 1 (0.75%) CBAP
8 1 (0.75%) Microsoft Certification
Quality Assurance & Compliance
1 46 (34.59%) Data Quality
2 2 (1.50%) GDPR
3 1 (0.75%) Accessibility
3 1 (0.75%) Disclosure Scotland
3 1 (0.75%) QA
Vendors
1 30 (22.56%) Alteryx
1 30 (22.56%) Bloomberg
2 22 (16.54%) Microsoft
3 6 (4.51%) Google
4 5 (3.76%) Databricks
5 3 (2.26%) OpenAI
5 3 (2.26%) Salesforce
6 2 (1.50%) Anaplan
7 1 (0.75%) Civica
7 1 (0.75%) Northgate
7 1 (0.75%) Oracle
7 1 (0.75%) Orchard
7 1 (0.75%) Pega
7 1 (0.75%) TIBCO