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

6 months to
15 Nov 2025
Same period 2024 Same period 2023
Rank 526 460 552
Rank change year-on-year -66 +92 +287
Permanent jobs citing Statistical Modelling 145 310 190
As % of all permanent jobs in the UK 0.27% 0.46% 0.36%
As % of the Processes & Methodologies category 0.32% 0.55% 0.38%
Number of salaries quoted 56 66 156
10th Percentile £35,000 £43,750 £37,250
25th Percentile £36,688 £56,875 £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 £78,566
90th Percentile £157,500 £130,000 £95,000
UK excluding London median annual salary £55,000 £72,500 £50,139
% change year-on-year -24.14% +44.60% +6.35%

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 45,647 56,467 49,706
As % of all permanent jobs advertised in the UK 86.17% 83.08% 93.81%
Number of salaries quoted 27,329 29,505 38,075
10th Percentile £28,250 £34,000 £32,500
25th Percentile £35,625 £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 £79,250 £80,000
90th Percentile £95,000 £97,500 £98,750
UK excluding London median annual salary £47,500 £54,714 £52,500
% change year-on-year -13.18% +4.22% -

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 15 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 15 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 -13.79% 138
UK excluding London -4 87 £55,000 -24.14% 64
London -9 54 £82,500 -7.30% 84
Work from Home -31 29 £71,000 -2.07% 57
North of England +39 21 £58,750 +23.68% 25
South East -15 21 £40,000 -33.33% 23
Midlands +41 19 £62,500 - 9
East of England +37 12 £40,000 -46.67% 2
West Midlands +30 10 £63,375 +58.44% 5
Yorkshire +15 10 £40,000 -13.51% 6
East Midlands +24 9 £62,500 -24.24% 4
North West +33 8 £65,000 +30.00% 16
Wales - 6 £40,000 -
South West +15 5 £82,500 +6.45% 3
North East +10 3 £62,500 - 3
Scotland -19 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 31 (21.38%) Power Platform
2 17 (11.72%) Azure
2 17 (11.72%) Vertex AI
3 15 (10.34%) AWS
4 10 (6.90%) GCP
5 3 (2.07%) Microsoft 365
6 2 (1.38%) Azure Machine Learning
6 2 (1.38%) GitHub
7 1 (0.69%) Amazon Bedrock
7 1 (0.69%) Amazon SageMaker
7 1 (0.69%) Azure Data Factory
7 1 (0.69%) Azure Stack
7 1 (0.69%) Azure Synapse Analytics
7 1 (0.69%) Google Analytics
7 1 (0.69%) PowerApps
7 1 (0.69%) SaaS
Database & Business Intelligence
1 42 (28.97%) Tableau
2 31 (21.38%) 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 84 (57.93%) Analytical Skills
2 62 (42.76%) Finance
3 54 (37.24%) Social Skills
4 28 (19.31%) Banking
5 26 (17.93%) Inclusion and Diversity
6 25 (17.24%) Financial Institution
6 25 (17.24%) Retail
7 23 (15.86%) Law
8 4 (2.76%) Marketing
8 4 (2.76%) Presentation Skills
9 2 (1.38%) Front Office
9 2 (1.38%) Prime Brokerage
9 2 (1.38%) Public Sector
9 2 (1.38%) Wholesale Banking
10 1 (0.69%) Legal
10 1 (0.69%) Manufacturing
10 1 (0.69%) Tech for Good
Job Titles
1 56 (38.62%) Analyst
2 30 (20.69%) 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 3 (2.07%) Data Manager
10 2 (1.38%) Architect
10 2 (1.38%) Business Analyst
10 2 (1.38%) Consultant
10 2 (1.38%) Credit Analyst
10 2 (1.38%) Graduate
10 2 (1.38%) Operations Engineer
10 2 (1.38%) Prime Brokerage Business Analyst
10 2 (1.38%) Site Engineer
10 2 (1.38%) Site Reliability Engineer
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 26 (17.93%) 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 80 (55.17%) Analytics
2 80 (55.17%) Mathematics
3 78 (53.79%) Machine Learning
4 74 (51.03%) AI
5 67 (46.21%) Problem-Solving
6 60 (41.38%) Data Analysis
7 52 (35.86%) Business Intelligence
8 48 (33.10%) Statistics
9 46 (31.72%) Visualisation
10 36 (24.83%) Decision-Making
11 32 (22.07%) Risk Analytics
11 32 (22.07%) Risk Management
12 30 (20.69%) Statistical Analysis
13 29 (20.00%) LLM
14 28 (19.31%) Business Strategy
15 26 (17.93%) Portfolio Management
15 26 (17.93%) Stress Testing
16 25 (17.24%) Scenario Testing
16 25 (17.24%) 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 80 (55.17%) Degree
2 31 (21.38%) 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 34 (23.45%) 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 25 (17.24%) Alteryx
2 25 (17.24%) 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