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PHYSICAL AI · ROLE MAP

See which roles are actually open across the Physical AI market.

We regroup current OPEN jobs from VERIFIED official Career Sources by role, connecting hiring volume with company breadth, markets, observed skills and recent movement.

Observed roles12
Role-mapped OPEN Jobs1,049
Hiring Companies160
Markets27

CURRENT OPEN ROLE EVIDENCE

Current Physical AI Role Map

Ordering reflects current OPEN hiring evidence volume. It is not a ranking of role quality, value or future prospects.

Observed roles · 12
01 · FIELD_INTEGRATION

Field & Integration

+24 · 7D
387Current OPEN Jobs
DIRECT 151ADJACENT 236
Hiring Companies70
Markets20
NEW · 7D24
Top Hiring CompaniesCurrent OPEN evidence
KLA107 OPEN
Onto Innovation Inc.70 OPEN
FieldAI23 OPEN
Stryker21 OPEN
Yokogawa Electric Corporation12 OPEN
Leading observed markets
United States (US) · 165Taiwan (TW) · 48Japan (JP) · 22China (CN) · 17Germany (DE) · 15
Co-observed skillsCurrent job evidence
Python · 86Motion Control · 70Linux · 53C++ · 38PLC · 37
Last observedSep 7, 2026
View this role’s Jobs →View hiring companies →
02 · MECHANICAL

Mechanical

+20 · 7D
146Current OPEN Jobs
DIRECT 22ADJACENT 124
Hiring Companies71
Markets15
NEW · 7D20
Top Hiring CompaniesCurrent OPEN evidence
KLA10 OPEN
Stryker9 OPEN
Apptronik7 OPEN
Boston Dynamics6 OPEN
Symbotic5 OPEN
Leading observed markets
United States (US) · 68Canada (CA) · 6United Kingdom (GB) · 3Japan (JP) · 3Germany (DE) · 2
Co-observed skillsCurrent job evidence
Kinematics · 12Motion Control · 8Python · 5Linux · 4Real Robot Deployment · 4
Last observedSep 7, 2026
View this role’s Jobs →View hiring companies →
03 · SOFTWARE_ENGINEERING

Software Engineering

+19 · 7D
143Current OPEN Jobs
DIRECT 143ADJACENT 0
Hiring Companies67
Markets13
NEW · 7D19
Top Hiring CompaniesCurrent OPEN evidence
FieldAI16 OPEN
Apptronik9 OPEN
KLA8 OPEN
Bear Robotics5 OPEN
株式会社Mujin5 OPEN
Leading observed markets
United States (US) · 68China (CN) · 6South Korea (KR) · 5Japan (JP) · 4Germany (DE) · 3
Co-observed skillsCurrent job evidence
Python · 113C++ · 97Linux · 76ROS2 · 60Kinematics · 32
Last observedSep 7, 2026
View this role’s Jobs →View hiring companies →
04 · ELECTRICAL

Electrical

+10 · 7D
114Current OPEN Jobs
DIRECT 46ADJACENT 68
Hiring Companies62
Markets12
NEW · 7D10
Top Hiring CompaniesCurrent OPEN evidence
Apptronik13 OPEN
Stryker7 OPEN
1X Tech6 OPEN
RIVR4 OPEN
Carbon Robotics3 OPEN
Leading observed markets
United States (US) · 62United Kingdom (GB) · 7Germany (DE) · 3Japan (JP) · 3China (CN) · 2
Co-observed skillsCurrent job evidence
CAN · 27Python · 14Motor Control · 13EtherCAT · 11Motion Control · 11
Last observedSep 7, 2026
View this role’s Jobs →View hiring companies →
05 · CONTROLS

Controls

+11 · 7D
67Current OPEN Jobs
DIRECT 67ADJACENT 0
Hiring Companies41
Markets11
NEW · 7D11
Top Hiring CompaniesCurrent OPEN evidence
인트라로지스틱스, 공급망 자동화와 창고 관리 솔루션10 OPEN
Symbotic6 OPEN
Humanoid: Pioneering Humanoid Robots for the Future5 OPEN
KLA3 OPEN
Gritt2 OPEN
Leading observed markets
United States (US) · 26United Kingdom (GB) · 5Canada (CA) · 2Germany (DE) · 2Japan (JP) · 2
Co-observed skillsCurrent job evidence
Python · 32C++ · 28Kinematics · 17PLC · 15Control Theory · 13
Last observedSep 7, 2026
View this role’s Jobs →View hiring companies →
06 · EMBEDDED

Embedded

+13 · 7D
54Current OPEN Jobs
DIRECT 54ADJACENT 0
Hiring Companies35
Markets8
NEW · 7D13
Top Hiring CompaniesCurrent OPEN evidence
Humanoid: Pioneering Humanoid Robots for the Future4 OPEN
Applied Intuition3 OPEN
Stryker3 OPEN
Proception2 OPEN
Symbotic2 OPEN
Leading observed markets
United States (US) · 26United Kingdom (GB) · 4Canada (CA) · 3India (IN) · 3Taiwan (TW) · 2
Co-observed skillsCurrent job evidence
Linux · 32C++ · 32CAN · 32RTOS · 28Python · 25
Last observedSep 7, 2026
View this role’s Jobs →View hiring companies →
07 · SYSTEMS

Systems

+4 · 7D
46Current OPEN Jobs
DIRECT 46ADJACENT 0
Hiring Companies23
Markets9
NEW · 7D4
Top Hiring CompaniesCurrent OPEN evidence
株式会社Mujin9 OPEN
Symbotic8 OPEN
FieldAI4 OPEN
Dexmate2 OPEN
KLA2 OPEN
Leading observed markets
United States (US) · 20Japan (JP) · 10Australia (AU) · 2Canada (CA) · 1Czechia (CZ) · 1
Co-observed skillsCurrent job evidence
Python · 27Linux · 20PLC · 18C++ · 17CAN · 10
Last observedSep 7, 2026
View this role’s Jobs →View hiring companies →
08 · AI_ML

AI & ML

+12 · 7D
35Current OPEN Jobs
DIRECT 30ADJACENT 5
Hiring Companies26
Markets6
NEW · 7D12
Top Hiring CompaniesCurrent OPEN evidence
FieldAI7 OPEN
Maven Robotics3 OPEN
Sanctuary AI2 OPEN
FMC³ Robotics1 OPEN
Aniai Official- Robotic Kitchen1 OPEN
Leading observed markets
United States (US) · 10Canada (CA) · 3South Korea (KR) · 2Austria (AT) · 1Singapore (SG) · 1
Co-observed skillsCurrent job evidence
Python · 33PyTorch · 24C++ · 20ROS2 · 17Reinforcement Learning · 12
Last observedSep 7, 2026
View this role’s Jobs →View hiring companies →
09 · QUALITY

Quality

+3 · 7D
25Current OPEN Jobs
DIRECT 25ADJACENT 0
Hiring Companies17
Markets7
NEW · 7D3
Top Hiring CompaniesCurrent OPEN evidence
Symbotic5 OPEN
Novanta3 OPEN
Humanoid: Pioneering Humanoid Robots for the Future2 OPEN
1X Tech2 OPEN
Bedrock Robotics1 OPEN
Leading observed markets
United States (US) · 13United Kingdom (GB) · 3Germany (DE) · 2Canada (CA) · 1Spain (ES) · 1
Co-observed skillsCurrent job evidence
Python · 15CAN · 10C++ · 7Linux · 7ROS2 · 7
Last observedSep 6, 2026
View this role’s Jobs →View hiring companies →
10 · SIMULATION

Simulation

+1 · 7D
12Current OPEN Jobs
DIRECT 12ADJACENT 0
Hiring Companies11
Markets4
NEW · 7D1
Top Hiring CompaniesCurrent OPEN evidence
Symbotic2 OPEN
Moonlake1 OPEN
Robotensor1 OPEN
Humanoid: Pioneering Humanoid Robots for the Future1 OPEN
Wandercraft1 OPEN
Leading observed markets
United States (US) · 5Canada (CA) · 1Germany (DE) · 1United Kingdom (GB) · 1
Co-observed skillsCurrent job evidence
Python · 11C++ · 6Isaac Sim · 6MuJoCo · 6Sim-to-Real · 5
Last observedSep 7, 2026
View this role’s Jobs →View hiring companies →
11 · PLATFORM

Platform

12Current OPEN Jobs
DIRECT 12ADJACENT 0
Hiring Companies8
Markets2
NEW · 7D0
Top Hiring CompaniesCurrent OPEN evidence
ARX Robotics3 OPEN
FieldAI3 OPEN
Skild AI1 OPEN
Foundry Robotics1 OPEN
Gather AI1 OPEN
Leading observed markets
United States (US) · 6Germany (DE) · 3
Co-observed skillsCurrent job evidence
Python · 8C++ · 8ROS2 · 8Data Engineering · 5AWS · 4
Last observedSep 7, 2026
View this role’s Jobs →View hiring companies →
12 · MANUFACTURING

Manufacturing

+1 · 7D
8Current OPEN Jobs
DIRECT 8ADJACENT 0
Hiring Companies8
Markets3
NEW · 7D1
Top Hiring CompaniesCurrent OPEN evidence
Medra1 OPEN
Carbon Robotics1 OPEN
Onto Innovation Inc.1 OPEN
KLA1 OPEN
ElectroCraft1 OPEN
Leading observed markets
United States (US) · 5Japan (JP) · 1Malaysia (MY) · 1
Co-observed skillsCurrent job evidence
Motion Control · 4PLC · 4Python · 2C++ · 1
Last observedSep 6, 2026
View this role’s Jobs →View hiring companies →
Source

Only current OPEN Physical AI jobs attached to active VERIFIED official Career Sources are eligible for Role Map.

Evidence

DIRECT/ADJACENT describes the type of Physical AI evidence. Skills are observations in current jobs, not a universal definition of the role.

Hiring Now

NEW · 7D means newly observed by Banseog after the company baseline. It is not the employer’s official posting date.

Ordering

Default ordering uses current OPEN-job evidence volume and hiring-company breadth. It is not a role quality, salary or career-value ranking.