PHYSICAL AI · SKILL GRAPH
See which skills actually move together in current Physical AI hiring.
Connect skills observed in current OPEN jobs from VERIFIED official Career Sources with companies, roles and markets, including same-job co-observed skill relationships.
CURRENT OPEN SKILL EVIDENCE
Current Physical AI Skill Graph
Sorted by current OPEN hiring evidence
Python
C++
Linux
ROS2
CAN
Motion Control
Kinematics
PLC
ROS
EtherCAT
RTOS
MuJoCo
Isaac Sim
Docker
Teleoperation
Motor Control
Data Engineering
Reinforcement Learning
PyTorch
Jetson
Vision-Language-Action
Sim-to-Real
Embedded Linux
Imitation Learning
Methodology · Current OPEN evidence only
Only skills on current OPEN Physical AI jobs attached to active VERIFIED official Career Sources are used.
FOUNDATION / METHOD / TOOL / PRODUCTION_EVIDENCE are evidence categories, not proficiency levels or scores.
Co-observed skills appear in the same current job evidence. Co-occurrence does not imply causality, required dependency or proficiency.
NEW · 7D means Banseog newly observed a qualifying job containing the skill after the company baseline. It is not the employer’s official posting date.
Default ordering uses current OPEN-job evidence volume and hiring-company breadth. It is not a ranking of skill value, proficiency, salary or future prospects.