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 30 July 2026, with comparisons to the same periods in the previous two years.

6 months to
30 Jul 2026
Same period 2025 Same period 2024
Rank 704 529 682
Rank change year-on-year -175 +153 -111
Permanent jobs citing Statistical Modelling 74 146 153
As % of all permanent jobs in the UK 0.072% 0.30% 0.18%
As % of the Processes & Methodologies category 0.098% 0.33% 0.22%
Number of salaries quoted 34 60 75
10th Percentile £30,075 £25,313 £41,750
25th Percentile £45,250 £51,563 £50,000
Median annual salary (50th Percentile) £65,000 £73,750 £62,500
Median % change year-on-year -11.86% +18.00% +24.65%
75th Percentile £80,000 £97,500 £93,250
90th Percentile £96,250 £159,000 £119,750
UK excluding London median annual salary £44,000 £54,250 £60,000
% change year-on-year -18.89% -9.58% +36.26%

All Process & 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 75,424 44,229 70,800
As % of all permanent jobs advertised in the UK 73.68% 89.64% 81.30%
Number of salaries quoted 51,991 25,065 47,390
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -9.09%

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 30 July 2026.

Salary histogram for Statistical Modelling in the UK

Statistical Modelling
Top 14 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 30 July 2026. 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 -145 67 £65,000 -13.33% 95
London -41 40 £75,000 -21.05% 54
UK excluding London -142 32 £44,000 -18.89% 58
Work from Home -49 28 £57,500 - 35
South East -62 12 £65,000 +48.71% 23
North of England -37 7 £49,750 -9.55% 9
Midlands -38 7 £28,875 -49.45% 11
North West -3 5 £57,000 -10.59% 4
Scotland +5 4 - - 5
East Midlands -21 4 £28,750 -17.86% 4
West Midlands -29 3 £37,500 -36.71% 7
Yorkshire -29 2 £49,750 +23.60% 5
Wales -61 1 £40,000 -42.03% 1
South West -68 1 £37,500 -30.64% 6

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 (8.11%) Apache Spark
2 2 (2.70%) Apache
3 1 (1.35%) Apache Airflow
3 1 (1.35%) ArcGIS
3 1 (1.35%) SAS
Applications
1 9 (12.16%) Microsoft Excel
2 3 (4.05%) Spreadsheet
Cloud Services
1 21 (28.38%) Azure
2 18 (24.32%) Power Platform
3 12 (16.22%) AWS
4 10 (13.51%) GCP
5 8 (10.81%) Azure Data Factory
6 7 (9.46%) Azure Machine Learning
7 5 (6.76%) Azure DevOps
7 5 (6.76%) dbt
7 5 (6.76%) Google Analytics
7 5 (6.76%) Snowflake
8 2 (2.70%) SaaS
9 1 (1.35%) Amazon Bedrock
9 1 (1.35%) Amazon SageMaker
9 1 (1.35%) Prefect
Database & Business Intelligence
1 18 (24.32%) Power BI
2 7 (9.46%) Power Query
3 5 (6.76%) BigQuery
4 4 (5.41%) SQL Server
5 3 (4.05%) Data Mining
5 3 (4.05%) Data Warehouse
5 3 (4.05%) Relational Database
6 1 (1.35%) DynamoDB
6 1 (1.35%) NoSQL
6 1 (1.35%) PostgreSQL
6 1 (1.35%) QGIS
6 1 (1.35%) Semantic Layer
6 1 (1.35%) Tableau
6 1 (1.35%) TimescaleDB
Development Applications
1 5 (6.76%) Git
2 3 (4.05%) MLflow
3 1 (1.35%) Jenkins
General
1 29 (39.19%) Analytical Skills
2 26 (35.14%) Finance
3 23 (31.08%) Social Skills
4 12 (16.22%) Law
5 11 (14.86%) Marketing
6 9 (12.16%) Retail
7 7 (9.46%) Manufacturing
8 6 (8.11%) Banking
8 6 (8.11%) Games
9 5 (6.76%) Inclusion and Diversity
10 4 (5.41%) Private Banking
11 3 (4.05%) Organisational Skills
11 3 (4.05%) Pharmaceutical
11 3 (4.05%) Telecoms
12 1 (1.35%) Advertising
12 1 (1.35%) Financial Institution
12 1 (1.35%) Influencing Skills
12 1 (1.35%) Public Sector
12 1 (1.35%) Publishing
12 1 (1.35%) Social Housing
Job Titles
1 19 (25.68%) Data Scientist
2 16 (21.62%) Analyst
3 14 (18.92%) Senior
4 8 (10.81%) Lead
4 8 (10.81%) Senior Data Scientist
5 7 (9.46%) Data Engineer
5 7 (9.46%) Machine Learning Engineer
6 6 (8.11%) Analytics Manager
6 6 (8.11%) Data Analyst
6 6 (8.11%) Operations Engineer
7 5 (6.76%) Data Manager
7 5 (6.76%) Marketing Analyst
7 5 (6.76%) Marketing Analytics Analyst
7 5 (6.76%) Testing Analyst
7 5 (6.76%) Web Analyst
7 5 (6.76%) Web Analytics Analyst
7 5 (6.76%) Web Marketing Analyst
8 4 (5.41%) Customer Analyst
9 3 (4.05%) Data Administrator
9 3 (4.05%) Pricing Analyst
Libraries, Frameworks & Software Standards
1 5 (6.76%) Pandas
2 4 (5.41%) Hugging Face
2 4 (5.41%) PyTorch
3 3 (4.05%) NumPy
3 3 (4.05%) SciPy
4 2 (2.70%) Flash
4 2 (2.70%) scikit-learn
5 1 (1.35%) .NET
5 1 (1.35%) .NET Framework
5 1 (1.35%) FastAPI
5 1 (1.35%) Flask
5 1 (1.35%) GStreamer
5 1 (1.35%) Laravel
5 1 (1.35%) PySpark
5 1 (1.35%) React
5 1 (1.35%) Streamlit
5 1 (1.35%) TensorFlow
Miscellaneous
1 13 (17.57%) Algorithms
2 6 (8.11%) AI Agents
2 6 (8.11%) FMCG
3 5 (6.76%) Data Structures
4 3 (4.05%) 3D Printing
4 3 (4.05%) Life Science
4 3 (4.05%) Marketing Technology
5 2 (2.70%) Cloud Native
6 1 (1.35%) Credit Risk
6 1 (1.35%) Hackathon
6 1 (1.35%) Hedge funds
6 1 (1.35%) IoT
6 1 (1.35%) Legacy Systems
6 1 (1.35%) Management Information System
6 1 (1.35%) Onboarding
6 1 (1.35%) Online Games
6 1 (1.35%) Reinsurance
Operating Systems
1 1 (1.35%) Linux
1 1 (1.35%) Unix
Processes & Methodologies
1 45 (60.81%) Machine Learning
2 44 (59.46%) Data Science
3 40 (54.05%) Analytics
4 24 (32.43%) Decision-Making
4 24 (32.43%) Problem-Solving
5 22 (29.73%) AI
5 22 (29.73%) Visualisation
6 21 (28.38%) Business Intelligence
6 21 (28.38%) Continuous Improvement
7 19 (25.68%) Statistics
8 16 (21.62%) Actionable Insight
8 16 (21.62%) Data Visualisation
9 15 (20.27%) Data Pipeline
10 13 (17.57%) CI/CD
10 13 (17.57%) Data Analysis
11 11 (14.86%) Collaborative Working
11 11 (14.86%) MLOps
11 11 (14.86%) Personalization
12 10 (13.51%) Data Engineering
12 10 (13.51%) Statistical Analysis
Programming Languages
1 49 (66.22%) Python
2 42 (56.76%) SQL
3 13 (17.57%) R
4 3 (4.05%) VBA
5 2 (2.70%) C
5 2 (2.70%) C++
5 2 (2.70%) Data Analysis Expressions
6 1 (1.35%) C#
6 1 (1.35%) Julia
6 1 (1.35%) MATLAB
6 1 (1.35%) Shell Script
Qualifications
1 24 (32.43%) Degree
2 5 (6.76%) DBS Check
2 5 (6.76%) PhD
3 2 (2.70%) Master's Degree
4 1 (1.35%) Azure Certification
4 1 (1.35%) Microsoft Certification
4 1 (1.35%) Numerate Degree
Quality Assurance & Compliance
1 17 (22.97%) Data Quality
2 4 (5.41%) Actionable Recommendations
2 4 (5.41%) GDPR
3 3 (4.05%) QA
4 1 (1.35%) Accessibility
System Software
1 1 (1.35%) Docker
Systems Management
1 1 (1.35%) Kubernetes
Vendors
1 13 (17.57%) Databricks
2 6 (8.11%) Google
3 5 (6.76%) Microsoft
4 1 (1.35%) Civica
4 1 (1.35%) Northgate
4 1 (1.35%) NVIDIA
4 1 (1.35%) OpenAI
4 1 (1.35%) Orchard