What is Bayesian Methods and how common is it in AI job postings?

Bayesian Methods is a skill in the "Math & Foundations" category. It currently appears in 313 active AI roles across 82 companies in our index.

Which companies are hiring for Bayesian Methods?

The top employers with active AI roles mentioning Bayesian Methods are: Amazon (61), NVIDIA (21), ByteDance (15), Anduril (15), Apple (12).

Is demand for Bayesian Methods growing?

Over the last 12 weeks, 179 new AI postings mentioned Bayesian Methods. Demand is rising — up 237% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Bayesian Methods used?

Roles requiring Bayesian Methods are concentrated in: serving infrastructure (41%), agents (24%), application (13%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with Bayesian Methods?

Job postings that mention Bayesian Methods most often also require: Machine Learning, Python, Production ML Systems, Statistics, Software Engineering.

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Bayesian Methods

313 active AI roles across 82 companies mention Bayesian Methods. Category: Math & Foundations.

Demand trend

New AI postings mentioning Bayesian Methods per week — 179 total over 12 weeks.

Function

All Engineering · 243 Research · 60 Product · 10

Status

All Active only

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15 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Roblox	Principal/Senior Machine Learning Scientist - Search and Discovery	Consumer	9	L4
Snap	Machine Learning Engineer, Generative ML , Level 5	Consumer	8	L6
Airbnb	Principal Machine Learning Engineer- LLM Fine-tuning and Optimization	Consumer	8	L2
Roblox	Senior Software Engineer - NPC Behavior	Consumer	7	L4
Whoop	Senior Signal Processing Engineer	Consumer	7	L3
Zillow	Applied Scientist, Forecasting	Consumer	7	L6
Pinterest	Staff Machine Learning Engineer, Ads Conversion	Consumer	7	L6
Reddit	Staff Machine Learning Engineer, Ads Measurement Modeling	Consumer	7	L2
Pinterest	Sr. Software Engineer, Simulation, tvScientific	Consumer	7	L4
Oura	Senior AI-Native Product Designer	Consumer	7	L4
Pinterest	Software Engineer II, Simulation, tvScientific	Consumer	7	L4
Uber	Senior AI/ML Engineer	Consumer	7	L4
Lyft	Applied Scientist- Pricing, Dynamic Pricing & Offer Selection	Consumer	7	L4
Lyft	Applied Scientist- Pricing, Dynamic Pricing & Offer Selection	Consumer	7	L4
Uber	Staff Scientist	Consumer	7	L6

Frequently asked questions

What is Bayesian Methods and how common is it in AI job postings?
Bayesian Methods is a skill in the "Math & Foundations" category. It currently appears in 313 active AI roles across 82 companies in our index.
Which companies are hiring for Bayesian Methods?
The top employers with active AI roles mentioning Bayesian Methods are: Amazon (61), NVIDIA (21), ByteDance (15), Anduril (15), Apple (12).
Is demand for Bayesian Methods growing?
Over the last 12 weeks, 179 new AI postings mentioned Bayesian Methods. Demand is rising — up 237% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Bayesian Methods used?
Roles requiring Bayesian Methods are concentrated in: serving infrastructure (41%), agents (24%), application (13%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
What skills are commonly paired with Bayesian Methods?
Job postings that mention Bayesian Methods most often also require: Machine Learning, Python, Production ML Systems, Statistics, Software Engineering.

Bayesian Methods

Top employers

Often paired with

Demand trend

Frequently asked questions

Bayesian Methods

Top employers

Often paired with

Demand trend

Frequently asked questions