Persona AI
Industrial Robotics · Humanoid Robots

Persona AI tech stack

Persona AI builds mostly with Python, C++, Rust, MATLAB. Its stack also includes PyTorch, MuJoCo, Linux, AWS. Python is named in 22 of the 36 job postings Persona AI published in the last 12 months (61%). Counted by Alion from the job postings of Persona AI, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
107
Postings analysed
36
Open now
19
Modernity
77 /100
New in 6 months
8

What programming languages does Persona AI use?

Python is named in 61% of job postings at Persona AI, followed by C++ (36%), Rust (17%), MATLAB (11%).

Python 22 61% required in 95% · 9 open now · since Aug 2025
C++ 13 36% required in 100% · 7 open now · since Aug 2025
Rust 6 17% required in 83% · 4 open now · since Aug 2026
MATLAB 4 11% required in 75% · 2 open now · since Aug 2026
C 4 11% required in 25% · 1 open now · since Jul 2026
Bash 1 3% required in 100% · 1 open now · since Aug 2026
Embedded C 1 3% required in 100% · 1 open now · since Aug 2026
JavaScript 1 3% optional · 1 open now · since Aug 2026

What frameworks and libraries does Persona AI use?

PyTorch is named in 22% of job postings at Persona AI, followed by MuJoCo (22%), Isaac Lab (14%), JAX (11%).

PyTorch 8 22% required in 100% · 1 open now · since Jun 2026
MuJoCo 8 22% required in 50% · 2 open now · since Aug 2025
Isaac Lab 5 14% required in 60% · 1 open now · since Apr 2026
JAX 4 11% required in 100% · 1 open now · since Jun 2026
FFmpeg 3 8% required in 100% · since Jul 2026
OpenCV 3 8% required in 100% · since Jul 2026
ROS 3 8% required in 100% · since Aug 2025
TensorFlow 3 8% required in 100% · 1 open now · since Jul 2026
Show all (21)
Ray3
CUDA2
Drake2
ROS22
Effector1
GStreamer1
MoveIt1
NVIDIA PhysX1
TensorFlow C++1
Unity1
Unreal Engine1
OpenTelemetry1
Pinocchio1

What cloud and platforms does Persona AI use?

Linux is named in 17% of job postings at Persona AI, followed by AWS (8%), Azure (8%), GCP (8%).

Linux 6 17% required in 83% · 4 open now · since Aug 2026
AWS 3 8% required in 100% · 1 open now · since Jul 2026
Azure 3 8% required in 100% · 1 open now · since Jul 2026
GCP 3 8% required in 100% · 1 open now · since Jul 2026
Spark 3 8% optional · since Jul 2026
GitHub 2 6% required in 100% · 2 open now · since Aug 2026
Buildkite 1 3% required in 100% · 1 open now · since Aug 2026
GitHub Actions 1 3% required in 100% · 1 open now · since Aug 2026
Show all (14)
GitLab CI1
Hugging Face1
Kubernetes1
NVIDIA Omniverse1
Grafana1
RTOS1

What developer tools does Persona AI use?

Isaac Sim is named in 19% of job postings at Persona AI, followed by SolidWorks (8%), Docker (8%), EtherCAT (8%).

Isaac Sim 7 19% required in 86% · 2 open now · since Aug 2025
SolidWorks 3 8% required in 100% · 2 open now · since Aug 2026
Docker 3 8% required in 67% · 1 open now · since Apr 2026
EtherCAT 3 8% required in 67% · 1 open now · since Aug 2026
Git 3 8% required in 67% · 1 open now · since Jul 2026
KiCad 2 6% required in 100% · 1 open now · since Jul 2026
Microsoft Excel 2 6% required in 100% · 1 open now · since Aug 2026
LTspice 2 6% required in 50% · 1 open now · since Jul 2026
Show all (26)
Ansible1
Bazel1
CATIA1
CMake1
Cadence Allegro1
Fusion 3601
Gazebo1
Jenkins1
OpenXR1
Siemens NX1
Simulink1
Terraform1
ANSYS1
Cadence Sigrity1
HyperLynx1
Meta Quest SDK1
Prometheus1
Zenoh1

What AI and ML technologies does Persona AI use?

VLM is named in 8% of job postings at Persona AI, followed by LLM (3%).

VLM 3 8% required in 100% · since Jul 2026
LLM 1 3% required in 100% · since Aug 2026

Which engineering practices does Persona AI ask for?

Machine Learning is named in 42% of job postings at Persona AI, followed by Reinforcement Learning (28%), Reinforcement Learning (28%), Computer Vision (22%).

Machine Learning 15 42% required in 100% · 6 open now · since Aug 2025
Reinforcement Learning 10 28% required in 70% · 4 open now · since Aug 2025
Reinforcement Learning 10 28% required in 70% · 4 open now · since Aug 2025
Computer Vision 8 22% required in 63% · 4 open now · since Aug 2025
Teleoperation 7 19% required in 100% · 3 open now · since Jul 2026
Motion Planning 6 17% required in 83% · 1 open now · since Aug 2025
World Models 5 14% required in 100% · 1 open now · since Jul 2026
CI/CD 5 14% required in 80% · 3 open now · since Apr 2026
Show all (36)
Digital Twin4
GD&T4
Synthetic Data4
Data Augmentation3
Inverse Kinematics3
Multimodal AI3
Post-training3
Time Series3
Localization3
Embodied AI2
Path Planning2
Sim-to-Real2
Vision-Language-Action2
Wi-Fi2
Imitation Learning2
Sensor Fusion2
CAPA1
Fine-tuning1
Function Calling1
GitOps1
LLM Evaluation1
Physical AI1
SLAM1
Statistical Process Control1
TCP/IP1
VPN1
AS91001
Incident Management1

What does each Persona AI team work with?

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

Robotics

13 postings
Python9
C++8
AWS3
Azure3
GCP3
Isaac Sim3

Early Careers

3 postings
Python3
C++2
Isaac Sim2
ROS2

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How is the Persona AI 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
GitHubAug 2026
Sensor FusionAug 2026
ROS2Aug 2026
Wi-FiAug 2026
CUDAAug 2026
Path PlanningAug 2026
Microsoft ExcelAug 2026
MATLABAug 2026
Rising
Python40% → 68%
C++20% → 44%
CI/CD0% → 16%
MATLAB0% → 16%
Digital Twin0% → 12%
SolidWorks0% → 12%
Linux10% → 20%
Rust10% → 20%
Falling
PyTorch50% → 12%
Machine Learning60% → 32%
JAX30% → 4%
World Models30% → 8%
Motion Planning30% → 12%

How modern is the Persona AI stack?

Cutting-edge AI adopter 77/100

Persona AI 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 Persona AI stack in its industry?

Share of the 405 companies in the same industries, whose stack Alion knows, that use each technology.

Python68%
C++62%
MuJoCo24%
PyTorch39%
Linux50%
Rust18%
Isaac Lab10%
C12%
JAX15%
MATLAB15%

What sets Persona AI apart

FFmpeg2%

Questions about the Persona AI tech stack

What programming languages does Persona AI use?

The languages named in Persona AI job postings are Python (61%), C++ (36%), Rust (17%), MATLAB (11%), C (11%), as a share of the 36 postings of the last 12 months.

Does Persona AI use PyTorch?

Yes. PyTorch is named in 8 of 36 job postings (22%) and required in 8 of them.

What cloud and platforms does Persona AI use?

The cloud and platforms named in Persona AI job postings are Linux (6), AWS (3), Azure (3) (postings in brackets).

What skills do you need for a Robotics job at Persona AI?

Robotics postings at Persona AI most often require Python (9), C++ (8), AWS (3), Azure (3), out of 13 postings in the last 12 months.

Is the Persona AI tech stack changing?

Yes. GitHub, Sensor Fusion, ROS2, Wi-Fi first appeared in Persona AI job postings in the last six months.

How modern is the Persona AI tech stack?

Persona AI 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 Persona AI tech stack?

Alion reads every job posting Persona AI publishes and tags the technologies each one names. The figures on this page count the 36 postings of the last 12 months and were updated on Nov 10, 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, "Persona AI tech stack: 107 technologies from 36 job postings", as of Nov 10, 2026. https://alion.io/company/persona-ai/technologies

Licence: CC BY-SA 4.0JSON