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 18 November 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Nov 2025
Same period 2024 Same period 2023
Rank 505 454 523
Rank change year-on-year -51 +69 +310
Permanent jobs citing Statistical Modelling 145 310 195
As % of all permanent jobs in the UK 0.28% 0.46% 0.37%
As % of the Processes & Methodologies category 0.32% 0.55% 0.40%
Number of salaries quoted 56 65 160
10th Percentile £35,000 £43,500 £37,250
25th Percentile £36,688 £56,250 £43,000
Median annual salary (50th Percentile) £62,500 £72,500 £60,000
Median % change year-on-year -13.79% +20.83% +4.35%
75th Percentile £85,000 £93,250 £78,088
90th Percentile £157,500 £128,500 £95,000
UK excluding London median annual salary £55,000 £72,500 £50,139
% change year-on-year -24.14% +44.60% +5.56%

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 45,214 55,881 49,346
As % of all permanent jobs advertised in the UK 85.89% 83.44% 93.81%
Number of salaries quoted 27,281 28,909 37,851
10th Percentile £28,250 £34,404 £32,500
25th Percentile £35,854 £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 £55,000 £52,500
% change year-on-year -13.64% +4.76% -

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 18 November 2025.

Salary histogram for Statistical Modelling in the UK

Statistical Modelling
Top 16 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 18 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 -31 132 £62,500 -15.25% 139
UK excluding London -1 87 £55,000 -24.14% 68
London -18 54 £82,500 -2.37% 83
Work from Home -21 29 £71,000 -2.07% 117
North of England +45 21 £58,750 +20.51% 26
South East -1 21 £40,000 -33.33% 23
Midlands +36 19 £62,500 - 11
East of England +28 12 £40,000 -46.67% 2
West Midlands +41 10 £63,375 +58.44% 5
Yorkshire +17 10 £40,000 -15.79% 6
East Midlands +25 9 £62,500 -24.24% 6
North West +33 8 £65,000 +30.00% 17
Wales - 6 £40,000 -
South West +21 5 £82,500 +6.45% 3
North East +8 3 £62,500 - 3
Scotland -23 3 - - 1

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 (4.14%) Apache Spark
2 3 (2.07%) Apache Airflow
3 1 (0.69%) Jupyter
3 1 (0.69%) SAS
Applications
1 37 (25.52%) Microsoft Excel
2 3 (2.07%) Spreadsheet
3 1 (0.69%) Microsoft Office
3 1 (0.69%) Microsoft PowerPoint
Cloud Services
1 30 (20.69%) Power Platform
2 17 (11.72%) Vertex AI
3 16 (11.03%) Azure
4 15 (10.34%) AWS
5 10 (6.90%) GCP
6 3 (2.07%) Microsoft 365
7 2 (1.38%) Azure Machine Learning
7 2 (1.38%) GitHub
8 1 (0.69%) Amazon Bedrock
8 1 (0.69%) Amazon SageMaker
8 1 (0.69%) Google Analytics
8 1 (0.69%) PowerApps
8 1 (0.69%) SaaS
Database & Business Intelligence
1 43 (29.66%) Tableau
2 30 (20.69%) Power BI
3 28 (19.31%) Data Mining
4 4 (2.76%) Relational Database
5 3 (2.07%) Big Data
5 3 (2.07%) KDB
5 3 (2.07%) SQL Server
6 2 (1.38%) Data Lake
6 2 (1.38%) Data Warehouse
6 2 (1.38%) Electronic Patient Records
7 1 (0.69%) ClickHouse
7 1 (0.69%) Hadoop
7 1 (0.69%) Looker
7 1 (0.69%) RDBMS
7 1 (0.69%) Spotfire
7 1 (0.69%) SQL Server Analysis Services
7 1 (0.69%) SQL Server Integration Services
7 1 (0.69%) SQL Server Reporting Services
Development Applications
1 1 (0.69%) Git
1 1 (0.69%) MLflow
General
1 85 (58.62%) Analytical Skills
2 63 (43.45%) Finance
3 54 (37.24%) Social Skills
4 29 (20.00%) Banking
5 27 (18.62%) Inclusion and Diversity
6 26 (17.93%) Financial Institution
7 25 (17.24%) Retail
8 23 (15.86%) Law
9 4 (2.76%) Marketing
9 4 (2.76%) Presentation Skills
10 2 (1.38%) Front Office
10 2 (1.38%) Prime Brokerage
10 2 (1.38%) Public Sector
10 2 (1.38%) Wholesale Banking
11 1 (0.69%) Legal
11 1 (0.69%) Manufacturing
11 1 (0.69%) Tech for Good
Job Titles
1 57 (39.31%) Analyst
2 31 (21.38%) Data Analyst
3 21 (14.48%) Data Scientist
4 20 (13.79%) Lead
4 20 (13.79%) Senior
5 11 (7.59%) Trainee
6 9 (6.21%) Pricing Manager
6 9 (6.21%) Technical Manager
7 5 (3.45%) Developer
8 4 (2.76%) Quantitative Developer
9 2 (1.38%) Architect
9 2 (1.38%) Business Analyst
9 2 (1.38%) Consultant
9 2 (1.38%) Credit Analyst
9 2 (1.38%) Data Engineer
9 2 (1.38%) Data Manager
9 2 (1.38%) Graduate
9 2 (1.38%) HR Analyst
9 2 (1.38%) Prime Brokerage Business Analyst
9 2 (1.38%) Risk Analyst
Libraries, Frameworks & Software Standards
1 10 (6.90%) scikit-learn
2 9 (6.21%) Pandas
3 8 (5.52%) TensorFlow
4 6 (4.14%) PyTorch
5 4 (2.76%) NumPy
6 3 (2.07%) XGBoost
7 2 (1.38%) OpenTelemetry
7 2 (1.38%) PySpark
7 2 (1.38%) pytest
8 1 (0.69%) Matplotlib
8 1 (0.69%) PyMC3
8 1 (0.69%) Seaborn
8 1 (0.69%) Statsmodels
Miscellaneous
1 32 (22.07%) Algorithms
2 27 (18.62%) Self-Motivation
3 19 (13.10%) Data Structures
4 5 (3.45%) CUDA
4 5 (3.45%) Reinsurance
5 4 (2.76%) Credit Risk
5 4 (2.76%) Product Ownership
6 3 (2.07%) Derivative
6 3 (2.07%) Equity Derivative
6 3 (2.07%) Foreign Exchange (FX)
6 3 (2.07%) Greenfield Project
7 2 (1.38%) Legacy Systems
7 2 (1.38%) Management Information System
8 1 (0.69%) Analytical Mindset
8 1 (0.69%) Hedge funds
8 1 (0.69%) IoT
8 1 (0.69%) Sports Betting
Processes & Methodologies
1 105 (72.41%) Data Science
2 81 (55.86%) Mathematics
3 80 (55.17%) Analytics
4 77 (53.10%) Machine Learning
5 75 (51.72%) AI
6 68 (46.90%) Problem-Solving
7 61 (42.07%) Data Analysis
8 52 (35.86%) Business Intelligence
9 49 (33.79%) Statistics
10 46 (31.72%) Visualisation
11 36 (24.83%) Decision-Making
12 33 (22.76%) Risk Analytics
12 33 (22.76%) Risk Management
13 30 (20.69%) Statistical Analysis
14 29 (20.00%) Business Strategy
14 29 (20.00%) LLM
15 27 (18.62%) Portfolio Management
15 27 (18.62%) Stress Testing
16 26 (17.93%) Scenario Testing
16 26 (17.93%) Workflow
Programming Languages
1 114 (78.62%) Python
2 74 (51.03%) SQL
3 23 (15.86%) R
4 4 (2.76%) C++
Qualifications
1 81 (55.86%) Degree
2 32 (22.07%) Numerate Degree
3 10 (6.90%) Postgraduate
4 9 (6.21%) Master's Degree
5 4 (2.76%) PhD
6 3 (2.07%) Computer Science Degree
7 2 (1.38%) MBA
8 1 (0.69%) CBAP
8 1 (0.69%) DBS Check
Quality Assurance & Compliance
1 35 (24.14%) Data Quality
2 1 (0.69%) Accessibility
2 1 (0.69%) Disclosure Scotland
2 1 (0.69%) GDPR
2 1 (0.69%) QA
System Software
1 1 (0.69%) Docker
Systems Management
1 2 (1.38%) Grafana
1 2 (1.38%) Prometheus
1 2 (1.38%) Terraform
Vendors
1 32 (22.07%) Microsoft
2 26 (17.93%) Alteryx
2 26 (17.93%) Bloomberg
3 19 (13.10%) Google
4 16 (11.03%) OpenAI
5 6 (4.14%) Databricks
6 3 (2.07%) Salesforce
7 2 (1.38%) Anaplan
8 1 (0.69%) Oracle
8 1 (0.69%) Pega
8 1 (0.69%) TIBCO