![Banseog [ physical ai ]](/assets/brand/banseog-physical-ai-on-dark.svg?v=20261007){kind=small}
← Physical AI Home
PHYSICAL AI · JOBS BY SKILL
Skills mentioned in Physical AI job postings
Explore jobs and employers by skill, including Python, C++ and ROS 2. See which skills appear in the same postings and whether they are required, preferred or simply mentioned.
CURRENT OPEN SKILL EVIDENCE
Current jobs by skill
Sorted by current open-job count
49 SkillsView recent 7-day skill changes →
01
FoundationPython
1,150Open jobs
DIRECT1,040
ADJACENT110
Hiring companies238
Roles14
Hiring countries21
NEW · 7D+139
Last checkedOct 7, 2026
02
FoundationC++
837Open jobs
DIRECT808
ADJACENT29
Hiring companies199
Roles14
Hiring countries17
NEW · 7D+97
Last checkedOct 7, 2026
03
FoundationLinux
659Open jobs
DIRECT612
ADJACENT47
Hiring companies181
Roles13
Hiring countries16
NEW · 7D+83
Last checkedOct 7, 2026
04
ToolROS2
548Open jobs
DIRECT548
ADJACENT0
Hiring companies155
Roles12
Hiring countries16
NEW · 7D+45
Last checkedOct 7, 2026
05
FoundationCAN
398Open jobs
DIRECT398
ADJACENT0
Hiring companies124
Roles13
Hiring countries12
NEW · 7D+71
Last checkedOct 7, 2026
06
ToolPLC
381Open jobs
DIRECT379
ADJACENT2
Hiring companies70
Roles13
Hiring countries14
NEW · 7D+85
Last checkedOct 7, 2026
07
FoundationMotion Control
347Open jobs
DIRECT341
ADJACENT6
Hiring companies78
Roles13
Hiring countries12
NEW · 7D+55
Last checkedOct 7, 2026
08
FoundationKinematics
290Open jobs
DIRECT290
ADJACENT0
Hiring companies113
Roles12
Hiring countries12
NEW · 7D+23
Last checkedOct 7, 2026
09
ToolROS
229Open jobs
DIRECT229
ADJACENT0
Hiring companies100
Roles12
Hiring countries12
NEW · 7D+22
Last checkedOct 7, 2026
10
FoundationRTOS
199Open jobs
DIRECT199
ADJACENT0
Hiring companies93
Roles9
Hiring countries11
NEW · 7D+29
Last checkedOct 7, 2026
11
ToolDocker
178Open jobs
DIRECT169
ADJACENT9
Hiring companies88
Roles10
Hiring countries11
NEW · 7D+25
Last checkedOct 7, 2026
12
ToolEtherCAT
176Open jobs
DIRECT176
ADJACENT0
Hiring companies69
Roles9
Hiring countries9
NEW · 7D+16
Last checkedOct 7, 2026
13
ToolIsaac Sim
162Open jobs
DIRECT162
ADJACENT0
Hiring companies83
Roles10
Hiring countries12
NEW · 7D+9
Last checkedOct 7, 2026
14
FoundationMotor Control
161Open jobs
DIRECT160
ADJACENT1
Hiring companies74
Roles12
Hiring countries10
NEW · 7D+24
Last checkedOct 7, 2026
15
ToolPyTorch
159Open jobs
DIRECT148
ADJACENT11
Hiring companies95
Roles9
Hiring countries15
NEW · 7D+16
Last checkedOct 7, 2026
16
ToolMuJoCo
143Open jobs
DIRECT143
ADJACENT0
Hiring companies74
Roles8
Hiring countries9
NEW · 7D+11
Last checkedOct 7, 2026
17
MethodReinforcement Learning
142Open jobs
DIRECT140
ADJACENT2
Hiring companies65
Roles7
Hiring countries11
NEW · 7D+20
Last checkedOct 7, 2026
18
MethodTeleoperation
135Open jobs
DIRECT128
ADJACENT7
Hiring companies56
Roles11
Hiring countries10
NEW · 7D+14
Last checkedOct 7, 2026
19
ToolJetson
127Open jobs
DIRECT118
ADJACENT9
Hiring companies62
Roles11
Hiring countries10
NEW · 7D+15
Last checkedOct 7, 2026
20
FoundationData Engineering
126Open jobs
DIRECT119
ADJACENT7
Hiring companies62
Roles11
Hiring countries10
NEW · 7D+9
Last checkedOct 7, 2026
21
Production EvidenceFleet Operation
124Open jobs
DIRECT69
ADJACENT55
Hiring companies42
Roles11
Hiring countries6
NEW · 7D+11
Last checkedOct 7, 2026
22
MethodVision-Language-Action
123Open jobs
DIRECT120
ADJACENT3
Hiring companies66
Roles8
Hiring countries12
NEW · 7D+14
Last checkedOct 7, 2026
23
FoundationEmbedded Linux
117Open jobs
DIRECT115
ADJACENT2
Hiring companies66
Roles9
Hiring countries11
NEW · 7D+20
Last checkedOct 7, 2026
24
MethodSim-to-Real
101Open jobs
DIRECT101
ADJACENT0
Hiring companies61
Roles8
Hiring countries9
NEW · 7D+4
Last checkedOct 7, 2026
Methodology · Current open jobs only
Only skills in current Physical AI jobs confirmed on official company career sites are used.
FOUNDATION / METHOD / TOOL / PRODUCTION_EVIDENCE are data categories, not proficiency levels or scores.
Skills shown together appeared in the same current job postings. Co-occurrence does not imply causality, required dependency or proficiency.
NEW · 7D means Banseog first observed a qualifying job containing the skill within the last seven days. It may differ from the employer posting date.
Default ordering uses current job count and hiring-company breadth. It is not a ranking of skill value, salary or future prospects.