Bayesian Methods Job Trends in the UK excluding London

Bayesian Techniques (including Bayesian Networks, Statistics and Modelling)
UK > UK excluding London

The table below provides summary statistics and salary benchmarking for jobs advertised in the UK excluding London requiring Bayesian Methods skills. It covers permanent job vacancies from the 6 months leading up to 12 January 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Jan 2026
Same period 2025 Same period 2024
Rank 503 540 552
Rank change year-on-year +37 +12 +194
Permanent jobs citing Bayesian Methods 3 11 8
As % of all permanent jobs in the UK excluding London 0.007% 0.031% 0.023%
As % of the Processes & Methodologies category 0.009% 0.034% 0.026%
Number of salaries quoted 1 11 8
10th Percentile - - -
25th Percentile £68,000 £37,500 £60,000
Median annual salary (50th Percentile) £71,000 £40,000 £72,500
Median % change year-on-year +77.50% -44.83% +20.83%
75th Percentile £74,000 £45,000 £85,000
90th Percentile - £47,500 -
UK median annual salary £71,000 £40,000 £65,000
% change year-on-year +77.50% -38.46% +8.33%

All Process & Methodology Skills
UK excluding London

Bayesian Methods 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 in the UK excluding London.

Permanent vacancies with a requirement for process or methodology skills 32,958 31,987 30,742
As % of all permanent jobs advertised in the UK excluding London 78.54% 88.93% 88.63%
Number of salaries quoted 18,919 14,386 22,914
10th Percentile £27,750 £31,250 £28,000
25th Percentile £33,500 £41,250 £38,000
Median annual salary (50th Percentile) £50,000 £55,000 £52,000
Median % change year-on-year -9.09% +5.77% -5.45%
75th Percentile £65,000 £70,000 £66,250
90th Percentile £80,000 £83,750 £80,000
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

Bayesian Methods
Job Vacancy Trend in the UK excluding London

Historical trend showing the proportion of permanent IT job postings citing Bayesian Methods relative to all permanent IT jobs advertised in the UK excluding London.

Bayesian Methods job vacancy trend in the UK excluding London

Bayesian Methods
Salary Trend in the UK excluding London

Salary distribution trend for jobs in the UK excluding London citing Bayesian Methods.

Salary distribution trend for jobs in the UK excluding London citing Bayesian Methods

Bayesian Methods
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Bayesian Methods within the UK excluding London region over the 6 months to 12 January 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
South East - 2 - - 15
North of England - 1 £71,000 - 6
Yorkshire - 1 £71,000 - 4
Bayesian Methods
UK

Bayesian Methods
Co-Occurring Skills & Capabilities in the UK excluding London 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 1 (33.33%) Apache Airflow
Cloud Services
1 3 (100.00%) AWS
1 3 (100.00%) GCP
2 2 (66.67%) Azure
3 1 (33.33%) Amazon EC2
3 1 (33.33%) Amazon S3
3 1 (33.33%) Amazon SageMaker
3 1 (33.33%) AWS CloudFormation
3 1 (33.33%) AWS Lambda
3 1 (33.33%) Serverless
Database & Business Intelligence
1 2 (66.67%) Big Data
2 1 (33.33%) DynamoDB
Development Applications
1 1 (33.33%) MLflow
General
1 1 (33.33%) Finance
1 1 (33.33%) Manufacturing
1 1 (33.33%) Marketing
1 1 (33.33%) Pharmaceutical
1 1 (33.33%) Social Skills
Job Titles
1 2 (66.67%) Machine Learning Engineer
2 1 (33.33%) Data Science Director
2 1 (33.33%) Data Science Leader
2 1 (33.33%) Lead
Libraries, Frameworks & Software Standards
1 1 (33.33%) Dask
1 1 (33.33%) Kafka
1 1 (33.33%) NumPy
1 1 (33.33%) Pandas
1 1 (33.33%) PyTorch
1 1 (33.33%) SciPy
1 1 (33.33%) TensorFlow
Miscellaneous
1 1 (33.33%) Self-Motivation
Operating Systems
1 1 (33.33%) Unix
Processes & Methodologies
1 3 (100.00%) Machine Learning
2 2 (66.67%) Computer Science
2 2 (66.67%) Data Engineering
2 2 (66.67%) Infrastructure as Code
2 2 (66.67%) Mathematics
2 2 (66.67%) MLOps
2 2 (66.67%) Statistics
3 1 (33.33%) A/B Testing
3 1 (33.33%) Actionable Insight
3 1 (33.33%) CI/CD
3 1 (33.33%) Cloud Security
3 1 (33.33%) Computer Vision
3 1 (33.33%) Containerisation
3 1 (33.33%) Data Pipeline
3 1 (33.33%) Marketing Mix
3 1 (33.33%) Model Validation
3 1 (33.33%) Operations Research
3 1 (33.33%) Reinforcement Learning
3 1 (33.33%) Resource Allocation
3 1 (33.33%) Roadmaps
Programming Languages
1 3 (100.00%) Python
2 1 (33.33%) Bash
2 1 (33.33%) R
2 1 (33.33%) SQL
Qualifications
1 1 (33.33%) AWS Certification
1 1 (33.33%) Degree
1 1 (33.33%) Master's Degree
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
System Software
1 2 (66.67%) Docker
Systems Management
1 1 (33.33%) Terraform
Vendors
1 1 (33.33%) Google