Bayesian Methods Jobs

Bayesian Techniques (including Bayesian Networks, Statistics and Modelling)
UK

The table below provides summary statistics for permanent job vacancies requiring Bayesian Methods skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Bayesian Methods over the 6 months leading up to 2 May 2025, comparing them to the same period in the previous two years.

6 months to
2 May 2025
Same period 2024 Same period 2023
Rank 671 872 936
Rank change year-on-year +201 +64 +75
Permanent jobs citing Bayesian Methods 20 30 47
As % of all permanent jobs advertised in the UK 0.038% 0.030% 0.045%
As % of the Processes & Methodologies category 0.041% 0.035% 0.047%
Number of salaries quoted 19 30 44
10th Percentile - £47,500 -
25th Percentile £37,500 £55,000 £43,125
Median annual salary (50th Percentile) £45,000 £67,500 £68,750
Median % change year-on-year -33.33% -1.82% -14.06%
75th Percentile £77,500 £85,000 £86,250
90th Percentile - £89,075 £87,125
UK excluding London median annual salary £42,500 £70,000 £45,750
% change year-on-year -39.29% +53.01% -23.75%

All Process and Methodology Skills
UK

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.

Permanent vacancies with a requirement for process or methodology skills 48,513 84,700 99,478
As % of all permanent jobs advertised in the UK 93.28% 85.98% 95.62%
Number of salaries quoted 26,566 59,840 58,402
10th Percentile £30,500 £29,000 £34,035
25th Percentile £42,500 £40,000 £45,000
Median annual salary (50th Percentile) £57,500 £55,000 £61,500
Median % change year-on-year +4.55% -10.57% +2.50%
75th Percentile £76,000 £72,500 £82,500
90th Percentile £98,750 £92,500 £100,000
UK excluding London median annual salary £52,500 £50,000 £55,000
% change year-on-year +5.00% -9.09% +4.76%

Bayesian Methods
Job Vacancy Trend

Job postings citing Bayesian Methods as a proportion of all IT jobs advertised.

Job vacancy trend for Bayesian Methods in the UK

Bayesian Methods
Salary Trend

3-month moving average salary quoted in jobs citing Bayesian Methods.

Salary trend for Bayesian Methods in the UK

Bayesian Methods
Salary Histogram

Salary distribution for jobs citing Bayesian Methods over the 6 months to 2 May 2025.

Salary histogram for Bayesian Methods in the UK

Bayesian Methods
Top 7 Job Locations

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 over the 6 months to 2 May 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 +160 19 £45,000 -33.33% 39
UK excluding London +199 12 £42,500 -39.29% 8
Midlands - 11 £40,000 -
West Midlands - 11 £40,000 -
London +111 8 £75,000 +50.00% 37
Work from Home +175 7 £75,000 +20.00% 23
Scotland - 1 £70,000 - 2

Bayesian Methods
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 11 (55.00%) Microsoft Excel
Cloud Services
1 11 (55.00%) Azure
1 11 (55.00%) Azure Synapse Analytics
1 11 (55.00%) Power Platform
Database & Business Intelligence
1 18 (90.00%) Relational Database
2 11 (55.00%) Power BI
General
1 19 (95.00%) Analytical Skills
2 12 (60.00%) Manufacturing
3 11 (55.00%) Finance
3 11 (55.00%) Marketing
4 7 (35.00%) Games
Job Titles
1 11 (55.00%) Data Scientist
2 7 (35.00%) Analyst
2 7 (35.00%) Qualitative Analyst
2 7 (35.00%) Quantitative Analyst
3 1 (5.00%) Developer
3 1 (5.00%) Machine Learning Developer
3 1 (5.00%) Machine Learning Engineer
3 1 (5.00%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 1 (5.00%) Google JAX
Miscellaneous
1 1 (5.00%) Algorithms
1 1 (5.00%) Equities
Processes & Methodologies
1 20 (100.00%) Machine Learning
1 20 (100.00%) Statistical Modelling
2 13 (65.00%) Mathematics
3 12 (60.00%) Computer Science
3 12 (60.00%) Data Science
3 12 (60.00%) Deep Learning
3 12 (60.00%) Statistics
4 11 (55.00%) Actionable Insight
4 11 (55.00%) Analytics
4 11 (55.00%) Artificial Intelligence
4 11 (55.00%) Business Intelligence
4 11 (55.00%) Customer Experience
4 11 (55.00%) Customer-Centricity
4 11 (55.00%) Data Analysis
4 11 (55.00%) Data Engineering
4 11 (55.00%) Decision-Making
4 11 (55.00%) Exploratory Data Analysis
4 11 (55.00%) Generative AI
5 8 (40.00%) Monte Carlo Method
6 7 (35.00%) Predictive Modelling
Programming Languages
1 19 (95.00%) Python
2 18 (90.00%) SQL
3 12 (60.00%) C++
4 11 (55.00%) Java
4 11 (55.00%) R
Qualifications
1 12 (60.00%) Degree
2 1 (5.00%) Numerate Degree
Vendors
1 11 (55.00%) Microsoft