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

6 months to
8 Nov 2025
Same period 2024 Same period 2023
Rank 520 460 532
Rank change year-on-year -60 +72 +317
Permanent jobs citing Statistical Modelling 145 302 204
As % of all permanent jobs in the UK 0.28% 0.45% 0.38%
As % of the Processes & Methodologies category 0.33% 0.54% 0.41%
Number of salaries quoted 54 58 164
10th Percentile £35,000 £44,250 £37,250
25th Percentile £35,563 £61,250 £43,000
Median annual salary (50th Percentile) £62,500 £77,500 £60,000
Median % change year-on-year -19.35% +29.17% +9.09%
75th Percentile £83,750 £93,250 £78,088
90th Percentile £144,750 £130,000 £92,500
UK excluding London median annual salary £55,000 £73,750 £50,139
% change year-on-year -25.42% +47.09% +7.16%

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 44,303 55,889 50,206
As % of all permanent jobs advertised in the UK 86.67% 82.62% 93.88%
Number of salaries quoted 26,710 29,381 38,581
10th Percentile £28,250 £33,875 £32,500
25th Percentile £35,500 £45,000 £43,800
Median annual salary (50th Percentile) £54,000 £60,000 £60,000
Median % change year-on-year -10.00% - -
75th Percentile £75,000 £78,750 £80,000
90th Percentile £95,000 £97,500 £98,750
UK excluding London median annual salary £46,750 £54,000 £52,500
% change year-on-year -13.43% +2.86% -

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 8 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 8 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 -36 131 £62,500 -19.35% 230
UK excluding London +1 88 £55,000 -25.42% 155
London +7 53 £82,500 -9.84% 130
Work from Home -29 29 £71,000 -6.89% 101
South East -8 21 £40,000 -33.33% 108
Midlands +54 20 £62,500 +2.04% 8
North of England +17 20 £55,000 -22.26% 32
East of England +36 12 £40,000 -46.67% 1
West Midlands +31 10 £63,375 +40.83% 4
East Midlands +23 10 £62,500 -19.35% 4
Yorkshire +14 9 £40,000 -15.79% 9
North West +10 9 £67,500 -26.23% 20
Wales - 6 £40,000 -
South West +17 5 £82,500 +6.45% 3
Scotland -20 4 - - 2
North East +15 2 £62,500 - 3

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 5 (3.45%) Apache Spark
2 3 (2.07%) Apache Airflow
3 1 (0.69%) Jupyter
3 1 (0.69%) SAS
Applications
1 38 (26.21%) Microsoft Excel
2 3 (2.07%) Spreadsheet
3 1 (0.69%) Microsoft Office
3 1 (0.69%) Microsoft PowerPoint
Cloud Services
1 33 (22.76%) 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%) Azure Machine Learning
5 3 (2.07%) Microsoft 365
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%) dbt
7 1 (0.69%) Google Analytics
7 1 (0.69%) PowerApps
7 1 (0.69%) SaaS
Database & Business Intelligence
1 44 (30.34%) Tableau
2 33 (22.76%) Power BI
3 28 (19.31%) Data Mining
4 4 (2.76%) Relational Database
5 3 (2.07%) Big Data
5 3 (2.07%) Data Warehouse
5 3 (2.07%) KDB
5 3 (2.07%) SQL Server
6 2 (1.38%) Data Lake
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 2 (1.38%) MLflow
2 1 (0.69%) Git
General
1 85 (58.62%) Analytical Skills
2 63 (43.45%) Finance
3 52 (35.86%) Social Skills
4 28 (19.31%) Banking
4 28 (19.31%) Retail
5 24 (16.55%) Inclusion and Diversity
6 23 (15.86%) Financial Institution
6 23 (15.86%) Law
7 5 (3.45%) Marketing
8 4 (2.76%) Presentation Skills
8 4 (2.76%) Wholesale Banking
9 2 (1.38%) Front Office
9 2 (1.38%) Prime Brokerage
9 2 (1.38%) Public Sector
10 1 (0.69%) Legal
10 1 (0.69%) Manufacturing
10 1 (0.69%) Tech for Good
Job Titles
1 55 (37.93%) Analyst
2 29 (20.00%) Data Analyst
3 20 (13.79%) Data Scientist
3 20 (13.79%) Lead
4 19 (13.10%) 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%) Consultant
8 4 (2.76%) Quantitative Developer
9 3 (2.07%) Data Manager
10 2 (1.38%) Credit Analyst
10 2 (1.38%) Credit Risk Analyst
10 2 (1.38%) HR Data Analyst
10 2 (1.38%) Operations Engineer
10 2 (1.38%) Pricing Analyst
10 2 (1.38%) Risk Analyst
10 2 (1.38%) Risk Manager
10 2 (1.38%) Site Engineer
Libraries, Frameworks & Software Standards
1 9 (6.21%) scikit-learn
2 8 (5.52%) Pandas
3 7 (4.83%) TensorFlow
4 5 (3.45%) 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 24 (16.55%) Self-Motivation
3 19 (13.10%) Data Structures
4 5 (3.45%) Credit Risk
4 5 (3.45%) CUDA
4 5 (3.45%) Reinsurance
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%) Podcast
8 1 (0.69%) Sports Betting
Processes & Methodologies
1 104 (71.72%) Data Science
2 82 (56.55%) Analytics
3 79 (54.48%) Mathematics
4 77 (53.10%) Machine Learning
5 69 (47.59%) AI
6 66 (45.52%) Problem-Solving
7 60 (41.38%) Data Analysis
8 51 (35.17%) Business Intelligence
9 48 (33.10%) Statistics
9 48 (33.10%) Visualisation
10 37 (25.52%) Decision-Making
11 32 (22.07%) Risk Management
12 30 (20.69%) Risk Analytics
13 29 (20.00%) Statistical Analysis
14 28 (19.31%) Business Strategy
15 26 (17.93%) LLM
16 25 (17.24%) Economics
17 24 (16.55%) Portfolio Management
17 24 (16.55%) Stress Testing
18 23 (15.86%) Scenario Testing
Programming Languages
1 114 (78.62%) Python
2 76 (52.41%) SQL
3 26 (17.93%) R
4 4 (2.76%) C++
Qualifications
1 81 (55.86%) Degree
2 29 (20.00%) Numerate Degree
3 10 (6.90%) Master's Degree
3 10 (6.90%) Postgraduate
4 5 (3.45%) PhD
5 3 (2.07%) Computer Science Degree
6 2 (1.38%) MBA
7 1 (0.69%) CBAP
7 1 (0.69%) DBS Check
Quality Assurance & Compliance
1 32 (22.07%) 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 23 (15.86%) Alteryx
2 23 (15.86%) 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