Physical Intelligence
Foundation Models · AI Research Labs

Physical Intelligence tech stack

Physical Intelligence builds mostly with Python, TypeScript, C++, Rust. Its stack also includes Kubernetes, GCP, ClickHouse, PostgreSQL. Python is named in 26 of the 39 job postings Physical Intelligence published in the last 12 months (67%). Counted by Alion from the job postings of Physical Intelligence, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
53
Postings analysed
39
Open now
23
Modernity
77 /100
New in 6 months
8

What programming languages does Physical Intelligence use?

Python is named in 67% of job postings at Physical Intelligence, followed by TypeScript (26%), C++ (23%), Rust (15%).

Python 26 67% required in 85% · 15 open now · since Nov 2025
TypeScript 10 26% required in 60% · 4 open now · since Apr 2026
C++ 9 23% required in 78% · 5 open now · since Jan 2026
Rust 6 15% required in 100% · 3 open now · since Jan 2026
Bash 2 5% optional · 1 open now · since Sep 2026
JavaScript 1 3% required in 100% · since Aug 2026
MATLAB 1 3% required in 100% · 1 open now · since Sep 2026

What frameworks and libraries does Physical Intelligence use?

JAX is named in 5% of job postings at Physical Intelligence, followed by PyTorch (5%), Flink (5%), Ray (5%).

JAX 2 5% required in 100% · 1 open now · since Aug 2024
PyTorch 2 5% required in 100% · 1 open now · since Aug 2024
Flink 2 5% required in 50% · 1 open now · since Jul 2026
Ray 2 5% required in 50% · 1 open now · since Jul 2026
React.js 1 3% required in 100% · since Aug 2026
ROS 1 3% optional · 1 open now · since May 2026

What databases does Physical Intelligence use?

ClickHouse is named in 21% of job postings at Physical Intelligence, followed by PostgreSQL (21%).

ClickHouse 8 21% required in 38% · 3 open now · since Jul 2026
PostgreSQL 8 21% required in 38% · 3 open now · since Aug 2026

What cloud and platforms does Physical Intelligence use?

Kubernetes is named in 38% of job postings at Physical Intelligence, followed by GCP (28%), Linux (18%), AWS (8%).

Kubernetes 15 38% required in 60% · 7 open now · since Aug 2024
GCP 11 28% required in 55% · 5 open now · since Aug 2024
Linux 7 18% required in 100% · 4 open now · since Jan 2026
AWS 3 8% required in 100% · 2 open now · since Aug 2024
GitHub 2 5% required in 100% · 1 open now · since Apr 2026
Google GKE 2 5% required in 100% · 1 open now · since Aug 2024
GitHub Actions 1 3% required in 100% · 1 open now · since Apr 2026

What developer tools does Physical Intelligence use?

SolidWorks is named in 15% of job postings at Physical Intelligence, followed by WebRTC (15%), WebSockets (13%), Terraform (8%).

SolidWorks 6 15% required in 100% · 4 open now · since Apr 2026
WebRTC 6 15% required in 67% · 3 open now · since Jan 2026
WebSockets 5 13% required in 40% · 2 open now · since Sep 2026
Terraform 3 8% required in 100% · 2 open now · since Apr 2026
Bazel 2 5% required in 100% · 1 open now · since Apr 2026
Fusion 360 2 5% required in 100% · 1 open now · since Jul 2026
Rest API 2 5% required in 100% · 1 open now · since Sep 2026
SLURM 2 5% required in 100% · 1 open now · since Aug 2024
Show all (10)
TPU2
gRPC2

What AI and ML technologies does Physical Intelligence use?

LLM is named in 10% of job postings at Physical Intelligence, followed by ChatGPT (3%).

LLM 4 10% required in 50% · 2 open now · since Sep 2026
ChatGPT 1 3% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Physical Intelligence ask for?

Machine Learning is named in 15% of job postings at Physical Intelligence, followed by Fine-tuning (15%), Teleoperation (15%), eBPF (10%).

Machine Learning 6 15% required in 100% · 2 open now · since Aug 2024
Fine-tuning 6 15% required in 83% · 3 open now · since Jan 2026
Teleoperation 6 15% required in 83% · 3 open now · since Jun 2026
eBPF 4 10% required in 100% · 2 open now · since Jan 2026
CI/CD 3 8% required in 100% · 2 open now · since Apr 2026
SLI/SLO/SLA 3 8% required in 100% · 2 open now · since Oct 2026
Multimodal AI 3 8% required in 67% · 3 open now · since Jul 2026
AI Agents 2 5% required in 100% · 1 open now · since Sep 2026
Show all (19)
Computer Vision2
Human-in-the-Loop2
FMEA1
GD&T1
IAM1
Model Predictive Control1
Platform Engineering1
Statistical Process Control1
Verification & Validation1
SLAM1
Vision-Language-Action1

What does each Physical Intelligence team work with?

The technologies each team's postings require most often, with the number of postings that require them.

AI/ML

10 postings
Python4
AWS3
GCP3
Kubernetes3
Google GKE2
JAX2

Backend

8 postings
Python6
TypeScript4
GCP3
Kubernetes3
PostgreSQL3
WebRTC3

Robotics

7 postings
Python6
C++3
Linux3
Rust2

Industrial Engineering

7 postings
SolidWorks4
Python3

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How is the Physical Intelligence stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

First appeared
SLI/SLO/SLAOct 2026
WebSocketsSep 2026
Rest APISep 2026
gRPCSep 2026
BashSep 2026
LLMSep 2026
AI AgentsSep 2026
PostgreSQLAug 2026
Rising
Kubernetes8% → 65%
GCP0% → 55%
TypeScript0% → 45%
PostgreSQL0% → 40%
Python46% → 75%
WebSockets0% → 25%
LLM0% → 20%
Linux8% → 25%
Falling
Teleoperation31% → 10%
SolidWorks23% → 10%

How modern is the Physical Intelligence stack?

Cutting-edge AI adopter 77/100

Physical Intelligence scores 77 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How common is the Physical Intelligence stack in its industry?

Share of the 324 companies in the same industries, whose stack Alion knows, that use each technology.

Python81%
Kubernetes49%
GCP40%
TypeScript43%
C++59%
ClickHouse7%
PostgreSQL27%
Linux51%
Rust32%
LLM53%

Questions about the Physical Intelligence tech stack

What programming languages does Physical Intelligence use?

The languages named in Physical Intelligence job postings are Python (67%), TypeScript (26%), C++ (23%), Rust (15%), Bash (5%), as a share of the 39 postings of the last 12 months.

Does Physical Intelligence use JAX?

Yes. JAX is named in 2 of 39 job postings (5%) and required in 2 of them.

What cloud and platforms does Physical Intelligence use?

The cloud and platforms named in Physical Intelligence job postings are Kubernetes (15), GCP (11), Linux (7) (postings in brackets).

What skills do you need for a AI/ML job at Physical Intelligence?

AI/ML postings at Physical Intelligence most often require Python (4), AWS (3), GCP (3), Kubernetes (3), out of 10 postings in the last 12 months.

Is the Physical Intelligence tech stack changing?

Yes. SLI/SLO/SLA, WebSockets, Rest API, gRPC first appeared in Physical Intelligence job postings in the last six months.

How modern is the Physical Intelligence tech stack?

Physical Intelligence scores 77 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How does Alion know the Physical Intelligence tech stack?

Alion reads every job posting Physical Intelligence publishes and tags the technologies each one names. The figures on this page count the 39 postings of the last 12 months and were updated on Nov 12, 2026.

Method and citation

Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count

Alion, "Physical Intelligence tech stack: 53 technologies from 39 job postings", as of Nov 12, 2026. https://alion.io/company/physicalintelligence/technologies

Licence: CC BY-SA 4.0JSON