What is State Estimation and how common is it in AI job postings?

State Estimation is a skill in the "Robotics & Embodied" category. It currently appears in 72 active AI roles across 21 companies in our index.

Which companies are hiring for State Estimation?

The top employers with active AI roles mentioning State Estimation are: Anduril (15), Amazon (14), NVIDIA (8), Shield AI (6), Apptronik (4).

Is demand for State Estimation growing?

Over the last 10 weeks, 51 new AI postings mentioned State Estimation. Demand is rising — up 167% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is State Estimation used?

Roles requiring State Estimation are concentrated in: agents (40%), application (22%), data (17%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with State Estimation?

Job postings that mention State Estimation most often also require: Robotics, Python, Machine Learning, C++, Real-Time Systems.

← All skills

State Estimation

72 active AI roles across 21 companies mention State Estimation. Category: Robotics & Embodied.

Demand trend

New AI postings mentioning State Estimation per week — 51 total over 10 weeks.

Sector

All Defense · 24 Big Tech · 20 Semiconductors · 8 Robotics · 8 AI Frontier · 5 Enterprise · 3 Industrial · 1 Data AI · 1 Consulting · 1 Aerospace · 1

Function

All Engineering · 56 Research · 15 Product · 1

Status

All Active only

Sort

AI score Recently posted Company A–Z

72 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Amazon	Applied Scientist, Safe RL, Robotics, SAF Lab	Big Tech	9	L6
Amazon	Senior Applied Scientist, Safe Locomotion, Compass	Big Tech	9	L4
Apple	AIML - Machine Learning Researcher - MLR	Big Tech	9	L1
Amazon	Member Of Technical Staff - Hardware Science, Frontier AI & Robotics (FAR)	Big Tech	9	L6
Amazon	Member of Technical Staff - Hardware Science, Frontier AI & Robotics (FAR)	Big Tech	9	L6
Amazon	Member of Technical Staff - Science, Frontier AI & Robotics (FAR)	Big Tech	9	L4
NVIDIA	Senior Applied AI Researcher, Digital Biology	Semiconductors	9	L4
NVIDIA	Manager, Deep Learning – Autonomous Vehicles and Robotics	Semiconductors	9	L3
Skydio	Autonomy Engineer Intern - Deep Learning (Computational Photography)

Frequently asked questions

What is State Estimation and how common is it in AI job postings?
State Estimation is a skill in the "Robotics & Embodied" category. It currently appears in 72 active AI roles across 21 companies in our index.
Which companies are hiring for State Estimation?
The top employers with active AI roles mentioning State Estimation are: Anduril (15), Amazon (14), NVIDIA (8), Shield AI (6), Apptronik (4).
Is demand for State Estimation growing?
Over the last 10 weeks, 51 new AI postings mentioned State Estimation. Demand is rising — up 167% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is State Estimation used?
Roles requiring State Estimation are concentrated in: agents (40%), application (22%), data (17%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.
What skills are commonly paired with State Estimation?
Job postings that mention State Estimation most often also require: Robotics, Python, Machine Learning, C++, Real-Time Systems.

State Estimation

Top employers

Often paired with

Demand trend

Frequently asked questions

Demand trend

State Estimation

Top employers

Often paired with

Frequently asked questions