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 23 October 2025, with comparisons to the same periods in the previous two years.

6 months to
23 Oct 2025
Same period 2024 Same period 2023
Rank 527 460 530
Rank change year-on-year -67 +70 +324
Permanent jobs citing Statistical Modelling 139 307 214
As % of all permanent jobs in the UK 0.28% 0.44% 0.39%
As % of the Processes & Methodologies category 0.32% 0.54% 0.41%
Number of salaries quoted 48 63 175
10th Percentile - £43,000 £37,250
25th Percentile £35,000 £60,000 £44,653
Median annual salary (50th Percentile) £62,125 £75,000 £62,500
Median % change year-on-year -17.17% +20.00% +13.76%
75th Percentile £88,750 £95,000 £80,000
90th Percentile £162,000 £130,000 £94,000
UK excluding London median annual salary £55,000 £72,500 £50,139
% change year-on-year -24.14% +44.60% +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 43,536 56,936 52,211
As % of all permanent jobs advertised in the UK 88.40% 82.37% 94.05%
Number of salaries quoted 24,785 30,358 39,972
10th Percentile £28,250 £33,500 £32,500
25th Percentile £35,854 £45,000 £45,000
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -
75th Percentile £75,000 £78,750 £80,000
90th Percentile £95,000 £97,500 £97,500
UK excluding London median annual salary £46,500 £54,000 £53,000
% change year-on-year -13.89% +1.89% +0.95%

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 23 October 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 23 October 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 -37 122 £62,125 -17.17% 170
UK excluding London -6 87 £55,000 -24.14% 136
London -5 47 £77,500 -15.30% 87
Work from Home -39 29 £71,000 -2.07% 63
South East -21 21 £40,000 -31.91% 62
North of England +23 19 £55,000 -22.26% 33
Midlands +37 18 £63,375 +3.47% 17
East of England +9 12 £40,000 -39.62% 4
West Midlands +33 10 £67,500 +22.73% 12
North West -10 10 £67,500 -26.23% 18
Yorkshire +14 8 £40,000 -15.79% 10
East Midlands +10 8 £35,000 -48.15% 5
Scotland -11 6 - - 3
Wales - 6 £40,000 - 10
South West +25 5 £82,500 +6.45% 6
North East +12 1 - - 5

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 (3.60%) Apache Spark
2 3 (2.16%) Apache Airflow
3 1 (0.72%) Jupyter
3 1 (0.72%) SAS
Applications
1 37 (26.62%) Microsoft Excel
2 3 (2.16%) Spreadsheet
3 1 (0.72%) Microsoft Office
3 1 (0.72%) Microsoft PowerPoint
Cloud Services
1 33 (23.74%) Power Platform
2 17 (12.23%) AWS
2 17 (12.23%) Azure
2 17 (12.23%) Vertex AI
3 12 (8.63%) GCP
4 3 (2.16%) Azure Machine Learning
4 3 (2.16%) Microsoft 365
5 2 (1.44%) GitHub
6 1 (0.72%) Amazon Bedrock
6 1 (0.72%) Amazon SageMaker
6 1 (0.72%) Azure Data Factory
6 1 (0.72%) Azure Stack
6 1 (0.72%) Azure Synapse Analytics
6 1 (0.72%) dbt
6 1 (0.72%) Google Analytics
6 1 (0.72%) PowerApps
6 1 (0.72%) SaaS
Database & Business Intelligence
1 37 (26.62%) Tableau
2 33 (23.74%) Power BI
3 27 (19.42%) Data Mining
4 4 (2.88%) Relational Database
5 3 (2.16%) Big Data
5 3 (2.16%) Data Warehouse
5 3 (2.16%) KDB
5 3 (2.16%) PostgreSQL
5 3 (2.16%) SQL Server
6 2 (1.44%) Data Lake
6 2 (1.44%) Electronic Patient Records
7 1 (0.72%) ClickHouse
7 1 (0.72%) Hadoop
7 1 (0.72%) Looker
7 1 (0.72%) RDBMS
7 1 (0.72%) Spotfire
7 1 (0.72%) SQL Server Analysis Services
7 1 (0.72%) SQL Server Integration Services
7 1 (0.72%) SQL Server Reporting Services
Development Applications
1 2 (1.44%) MLflow
2 1 (0.72%) Git
General
1 81 (58.27%) Analytical Skills
2 60 (43.17%) Finance
3 53 (38.13%) Social Skills
4 28 (20.14%) Retail
5 25 (17.99%) Banking
6 23 (16.55%) Law
7 18 (12.95%) Inclusion and Diversity
8 17 (12.23%) Financial Institution
9 5 (3.60%) Marketing
10 4 (2.88%) Presentation Skills
10 4 (2.88%) Wholesale Banking
11 3 (2.16%) Public Sector
12 2 (1.44%) Front Office
12 2 (1.44%) Prime Brokerage
13 1 (0.72%) Legal
13 1 (0.72%) Manufacturing
13 1 (0.72%) Tech for Good
Job Titles
1 50 (35.97%) Analyst
2 24 (17.27%) Data Analyst
3 20 (14.39%) Lead
4 19 (13.67%) Senior
5 16 (11.51%) Data Scientist
6 10 (7.19%) Trainee
7 8 (5.76%) Developer
7 8 (5.76%) Pricing Manager
7 8 (5.76%) Technical Manager
8 4 (2.88%) Consultant
8 4 (2.88%) Quantitative Developer
8 4 (2.88%) Site Engineer
8 4 (2.88%) Site Reliability Engineer
9 3 (2.16%) Data Manager
9 3 (2.16%) Python Developer
10 2 (1.44%) Credit Risk Analyst
10 2 (1.44%) HR Data Analyst
10 2 (1.44%) Research Analyst
10 2 (1.44%) Risk Analyst
10 2 (1.44%) Risk Manager
Libraries, Frameworks & Software Standards
1 9 (6.47%) scikit-learn
2 8 (5.76%) Pandas
3 7 (5.04%) TensorFlow
4 5 (3.60%) PyTorch
5 4 (2.88%) NumPy
5 4 (2.88%) OpenTelemetry
6 3 (2.16%) CherryPy
6 3 (2.16%) Flask
6 3 (2.16%) HTML
6 3 (2.16%) JSON
6 3 (2.16%) React
6 3 (2.16%) SQLAlchemy
6 3 (2.16%) XGBoost
7 2 (1.44%) PySpark
7 2 (1.44%) pytest
8 1 (0.72%) Matplotlib
8 1 (0.72%) PyMC3
8 1 (0.72%) Seaborn
8 1 (0.72%) Statsmodels
Miscellaneous
1 32 (23.02%) Algorithms
2 19 (13.67%) Data Structures
3 18 (12.95%) Self-Motivation
4 6 (4.32%) Product Ownership
5 5 (3.60%) Credit Risk
5 5 (3.60%) CUDA
5 5 (3.60%) Reinsurance
6 3 (2.16%) Derivative
6 3 (2.16%) Equity Derivative
6 3 (2.16%) Foreign Exchange (FX)
6 3 (2.16%) Greenfield Project
7 2 (1.44%) Legacy Systems
7 2 (1.44%) Management Information System
8 1 (0.72%) Analytical Mindset
8 1 (0.72%) BBC
8 1 (0.72%) Hedge funds
8 1 (0.72%) IoT
8 1 (0.72%) Podcast
8 1 (0.72%) Sports Betting
Processes & Methodologies
1 92 (66.19%) Data Science
2 76 (54.68%) Analytics
3 74 (53.24%) Mathematics
4 71 (51.08%) Machine Learning
5 58 (41.73%) AI
6 56 (40.29%) Problem-Solving
7 54 (38.85%) Data Analysis
8 45 (32.37%) Business Intelligence
8 45 (32.37%) Visualisation
9 42 (30.22%) Statistics
10 33 (23.74%) Decision-Making
11 26 (18.71%) Risk Management
12 25 (17.99%) Economics
12 25 (17.99%) Statistical Analysis
13 24 (17.27%) Risk Analytics
14 23 (16.55%) MLOps
15 22 (15.83%) Agile
15 22 (15.83%) Business Strategy
15 22 (15.83%) LLM
16 19 (13.67%) DevOps
Programming Languages
1 105 (75.54%) Python
2 74 (53.24%) SQL
3 25 (17.99%) R
4 4 (2.88%) C++
Qualifications
1 75 (53.96%) Degree
2 23 (16.55%) Numerate Degree
3 10 (7.19%) Master's Degree
3 10 (7.19%) Postgraduate
4 5 (3.60%) PhD
5 3 (2.16%) Computer Science Degree
6 2 (1.44%) MBA
7 1 (0.72%) CBAP
7 1 (0.72%) DBS Check
Quality Assurance & Compliance
1 26 (18.71%) Data Quality
2 4 (2.88%) QA
3 1 (0.72%) Disclosure Scotland
3 1 (0.72%) GDPR
System Software
1 1 (0.72%) Docker
Systems Management
1 4 (2.88%) Grafana
1 4 (2.88%) Prometheus
1 4 (2.88%) Terraform
Vendors
1 31 (22.30%) Microsoft
2 19 (13.67%) Google
3 17 (12.23%) Alteryx
3 17 (12.23%) Bloomberg
4 16 (11.51%) OpenAI
5 6 (4.32%) Databricks
6 4 (2.88%) Oracle
7 3 (2.16%) Salesforce
8 2 (1.44%) Anaplan
9 1 (0.72%) Pega
9 1 (0.72%) TIBCO