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 13 August 2026, with comparisons to the same periods in the previous two years.

6 months to
13 Aug 2026
Same period 2025 Same period 2024
Rank 696 540 653
Rank change year-on-year -156 +113 -100
Permanent jobs citing Statistical Modelling 94 158 163
As % of all permanent jobs in the UK 0.088% 0.32% 0.20%
As % of the Processes & Methodologies category 0.12% 0.35% 0.24%
Number of salaries quoted 43 51 67
10th Percentile £36,500 £40,240 £40,250
25th Percentile £48,750 £52,500 £45,250
Median annual salary (50th Percentile) £65,000 £75,000 £70,000
Median % change year-on-year -13.33% +7.14% +39.61%
75th Percentile £76,250 £104,375 £94,250
90th Percentile £87,500 £172,500 £127,750
UK excluding London median annual salary £65,000 £55,000 £60,000
% change year-on-year +18.18% -8.33% +31.15%

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 78,044 44,596 67,662
As % of all permanent jobs advertised in the UK 73.46% 89.30% 81.10%
Number of salaries quoted 53,720 25,240 43,624
10th Percentile £30,773 £28,500 £31,250
25th Percentile £41,250 £37,000 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.84%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £97,237 £95,000
UK excluding London median annual salary £55,000 £47,773 £50,000
% change year-on-year +15.13% -4.45% -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 13 August 2026.

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 13 August 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 -139 87 £65,000 -13.33% 149
London -41 58 £69,000 -35.81% 98
UK excluding London -168 34 £65,000 +18.18% 63
Work from Home -22 31 £65,000 +8.33% 47
South East -50 12 £66,000 +51.00% 19
North of England -50 10 £65,000 +21.50% 16
North West -1 7 £65,000 +1.96% 6
Midlands -50 5 £29,000 -51.05% 13
Scotland +8 4 - - 6
West Midlands -33 3 £37,500 -40.83% 7
Yorkshire -28 2 £63,750 +150.00% 9
East Midlands -34 2 £28,750 -17.86% 6
East of England -31 1 £47,500 -38.71% 5
North East -57 1 £65,000 +25.00% 1
South West -59 1 £37,500 -55.88% 5
Wales -63 1 £40,000 -42.03% 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 7 (7.45%) Apache Spark
2 2 (2.13%) Apache
2 2 (2.13%) Apache Airflow
3 1 (1.06%) ArcGIS
3 1 (1.06%) SAS
Applications
1 8 (8.51%) Microsoft Excel
2 2 (2.13%) Spreadsheet
Cloud Services
1 28 (29.79%) Azure
2 21 (22.34%) Power Platform
3 16 (17.02%) AWS
4 12 (12.77%) dbt
5 11 (11.70%) Azure Data Factory
5 11 (11.70%) Azure Machine Learning
5 11 (11.70%) GCP
6 8 (8.51%) Azure DevOps
6 8 (8.51%) Snowflake
7 5 (5.32%) Google Analytics
8 3 (3.19%) SaaS
9 2 (2.13%) Amazon Bedrock
9 2 (2.13%) Prefect
10 1 (1.06%) Amazon SageMaker
10 1 (1.06%) Azure AI
10 1 (1.06%) GitHub
10 1 (1.06%) GitHub Actions
Database & Business Intelligence
1 21 (22.34%) Power BI
2 5 (5.32%) BigQuery
2 5 (5.32%) Power Query
3 4 (4.26%) Data Mining
3 4 (4.26%) SQL Server
4 3 (3.19%) Relational Database
5 2 (2.13%) Data Warehouse
6 1 (1.06%) DynamoDB
6 1 (1.06%) Looker
6 1 (1.06%) NoSQL
6 1 (1.06%) PostgreSQL
6 1 (1.06%) QGIS
6 1 (1.06%) Semantic Layer
6 1 (1.06%) Tableau
6 1 (1.06%) TimescaleDB
Development Applications
1 12 (12.77%) Git
2 5 (5.32%) MLflow
3 1 (1.06%) Jenkins
General
1 41 (43.62%) Finance
2 39 (41.49%) Analytical Skills
3 27 (28.72%) Social Skills
4 21 (22.34%) Marketing
5 16 (17.02%) Law
6 13 (13.83%) Retail
7 7 (7.45%) Manufacturing
8 6 (6.38%) Banking
8 6 (6.38%) Games
8 6 (6.38%) Inclusion and Diversity
9 4 (4.26%) Private Banking
9 4 (4.26%) Telecoms
10 3 (3.19%) Advertising
10 3 (3.19%) Pharmaceutical
11 2 (2.13%) Organisational Skills
11 2 (2.13%) Publishing
12 1 (1.06%) Financial Institution
12 1 (1.06%) iGaming
12 1 (1.06%) Influencing Skills
12 1 (1.06%) Legal
Job Titles
1 22 (23.40%) Analyst
1 22 (23.40%) Data Scientist
1 22 (23.40%) Senior
2 11 (11.70%) Data Analyst
2 11 (11.70%) Lead
3 10 (10.64%) Analytics Manager
3 10 (10.64%) Senior Data Scientist
4 9 (9.57%) Machine Learning Engineer
5 8 (8.51%) Operations Engineer
6 7 (7.45%) Data Engineer
6 7 (7.45%) Senior Analyst
7 6 (6.38%) Data Manager
7 6 (6.38%) Pricing Analyst
8 5 (5.32%) Marketing Analyst
8 5 (5.32%) Marketing Analytics Analyst
8 5 (5.32%) Senior Data Analyst
8 5 (5.32%) Testing Analyst
8 5 (5.32%) Web Analyst
8 5 (5.32%) Web Analytics Analyst
8 5 (5.32%) Web Marketing Analyst
Libraries, Frameworks & Software Standards
1 8 (8.51%) Pandas
2 6 (6.38%) PyTorch
3 5 (5.32%) NumPy
4 4 (4.26%) Hugging Face
4 4 (4.26%) PySpark
4 4 (4.26%) scikit-learn
4 4 (4.26%) SciPy
5 2 (2.13%) FastAPI
5 2 (2.13%) Flash
5 2 (2.13%) Flask
5 2 (2.13%) Streamlit
5 2 (2.13%) TensorFlow
6 1 (1.06%) .NET
6 1 (1.06%) .NET Framework
6 1 (1.06%) Google JAX
6 1 (1.06%) GStreamer
6 1 (1.06%) JAX
6 1 (1.06%) Keras
6 1 (1.06%) Laravel
6 1 (1.06%) React
Miscellaneous
1 16 (17.02%) Algorithms
2 6 (6.38%) AI Agents
2 6 (6.38%) Marketing Technology
3 5 (5.32%) Data Structures
3 5 (5.32%) FMCG
4 3 (3.19%) 3D Printing
4 3 (3.19%) Credit Risk
4 3 (3.19%) Life Science
5 2 (2.13%) Cloud Native
5 2 (2.13%) Hackathon
5 2 (2.13%) Onboarding
6 1 (1.06%) Hedge funds
6 1 (1.06%) IoT
6 1 (1.06%) Legacy Systems
6 1 (1.06%) Online Games
6 1 (1.06%) Product Ownership
6 1 (1.06%) Reinsurance
Operating Systems
1 1 (1.06%) Linux
1 1 (1.06%) Unix
Processes & Methodologies
1 58 (61.70%) Analytics
2 56 (59.57%) Machine Learning
3 52 (55.32%) Data Science
4 32 (34.04%) AI
5 31 (32.98%) Visualisation
6 28 (29.79%) Problem-Solving
6 28 (29.79%) Statistics
7 26 (27.66%) Decision-Making
8 25 (26.60%) Business Intelligence
8 25 (26.60%) Continuous Improvement
9 24 (25.53%) Actionable Insight
10 23 (24.47%) Data Visualisation
11 21 (22.34%) Mathematics
12 19 (20.21%) Data Pipeline
13 18 (19.15%) CI/CD
13 18 (19.15%) Statistical Analysis
14 17 (18.09%) Personalization
15 16 (17.02%) Data Analysis
15 16 (17.02%) MLOps
16 14 (14.89%) Software Engineering
Programming Languages
1 71 (75.53%) Python
2 57 (60.64%) SQL
3 19 (20.21%) R
4 3 (3.19%) Julia
5 2 (2.13%) C++
5 2 (2.13%) VBA
6 1 (1.06%) C
6 1 (1.06%) C#
6 1 (1.06%) Data Analysis Expressions
6 1 (1.06%) MATLAB
6 1 (1.06%) Shell Script
Qualifications
1 32 (34.04%) Degree
2 9 (9.57%) PhD
3 6 (6.38%) Master's Degree
4 4 (4.26%) DBS Check
5 3 (3.19%) Numerate Degree
6 1 (1.06%) Azure Certification
6 1 (1.06%) Security Cleared
Quality Assurance & Compliance
1 25 (26.60%) Data Quality
2 3 (3.19%) Accessibility
2 3 (3.19%) Actionable Recommendations
2 3 (3.19%) QA
3 2 (2.13%) GDPR
System Software
1 1 (1.06%) Docker
Systems Management
1 1 (1.06%) Kubernetes
Vendors
1 19 (20.21%) Databricks
2 6 (6.38%) Microsoft
3 5 (5.32%) Google
4 2 (2.13%) OpenAI
5 1 (1.06%) NVIDIA