← Back to jobs by role

PHYSICAL AI · ROLE DETAIL

Simulation

Use current job postings to see the companies hiring this role, skills mentioned in the same postings, countries, locations and real jobs.

Open jobs30
DIRECT / ADJACENT30 / 0
Hiring companies25
NEW · 7D0

CURRENT ROLE EVIDENCE

What is visible in this role now

Break current postings down by company, skill, country and location.

ROLE CONNECTIONS

Compare skills in role postings with experience seen at hiring companies

Place skills mentioned in current postings for this role beside work experience separately rechecked in postings from researched companies hiring the same role.

SELECTED ROLESimulation30 Open jobs
RAIL BExperience rechecked in company postings
Separately confirmed in postings from researched companies hiring this role
Symbotic4 ROLE OPEN →
Real Hardware Validation11 Company jobs
Failure Diagnosis10 Company jobs
Field Deployment2 Company jobs
Apptronik2 ROLE OPEN →
Real Hardware Validation26 Company jobs
Failure Diagnosis18 Company jobs
State Estimation10 Company jobs
1X1 ROLE OPEN →
Real Hardware Validation11 Company jobs
Failure Diagnosis5 Company jobs
Hardware Bringup2 Company jobs
READING RULE

The left side shows skills mentioned in job postings; the right side shows work experience separately rechecked in company postings. They are not treated as identical, causal, required or predictive of personal fit.

Hiring locationsJob location ≠ all company facilities
VNM Ho Chi Minh4 Jobs
Sunnyvale, CA3 Jobs
San Francisco, CA2 Jobs
대구2 Jobs
・本社 東京都千代田区岩本町 2-4-1 神田岩本町プラザビル5階 ・豊洲LAB 東京都江東区東雲一丁目7番12号 KDX豊洲グランスクエア1 Jobs
Ann Arbor1 Jobs
Dresden1 Jobs
Grand Rapids, MI, United States1 Jobs
Mahwah, New Jersey1 Jobs
Montreal, QC1 Jobs
Munich1 Jobs
Paris1 Jobs

CURRENT OPEN JOBS

Current official jobs

All jobs for this role →
DIRECT · United StatesSimulation Engineer - Physics Modeling

1X · San Carlos, CA

Official job ↗
DIRECT · Country unconfirmedModeling and Simulation Engineer

Maven Robotics

Official job ↗
DIRECT · South KoreaSr. Simulation/Evaluation Learning Algorithm Engineer (Multi-Camera Vision Simulation/Evaluation)

StradVision · 서울 | 서울특별시 강남구 역삼로3길 19

Official job ↗
DIRECT · Country unconfirmed(H/F) AI & Control Senior Engineer - Modeling & Simulation at

Wandercraft

Official job ↗
DIRECT · United States2027 Internship Simulation Engineer, Neural Rendering

Bedrock Robotics · San Francisco, CA

Official job ↗
DIRECT · Country unconfirmedRobotics Simulation Engineer

HavocAI · Remote

Official job ↗
DIRECT · United StatesSimulation Engineer

Noblemachines · Sunnyvale, CA

Official job ↗
DIRECT · JapanRobotics Simulation Engineer(Physical AI / Synthetic Data)

株式会社APTO · ・本社 東京都千代田区岩本町 2-4-1 神田岩本町プラザビル5階 ・豊洲LAB 東京都江東区東雲一丁目7番12号 KDX豊洲グランスクエア

Official job ↗
DIRECT · Country unconfirmedSimulation Engineer

Skild AI · San Mateo

Official job ↗
DIRECT · United StatesMember of Technical Staff - Simulation Engineer

Moonlake · San Francisco, CA

Official job ↗
DIRECT · Country unconfirmedSimulation Engineer, Robotics

CarbonSix

Official job ↗
DIRECT · GermanySimulation Engineer (gn) NVIDIA Omniverse

Wandelbots · Dresden

Official job ↗
How this data is read
Source

Only current Physical AI jobs confirmed on official company career sites are used.

Evidence

DIRECT / ADJACENT describes how a job connects to Physical AI. Skills in postings and company-specific work experience remain separate data.

NEW · 7D

NEW · 7D means first observed by Banseog within the last seven days and may differ from the employer posting date.

Boundary

This page shows current job postings. It does not create a ranking of role quality, salary, scarcity, career value or future growth.

Job seekers

Find the roles your experience can reach

Paste your career and see which open Physical AI roles it connects to.

Analyze my career
Hiring teams

Hard-to-find Physical AI talent?

Tell us the role and location, and we propose how to secure the people, with market data.

Talent consultation
Leadership

Weighing an overseas site or the business direction too?

The next site, the next business and the organisation it needs, worked through with leadership.

Strategy advisory