Persona AI tech stack

Persona AI builds mostly with Python, C++, MATLAB, C. Its stack also includes PyTorch, MuJoCo, Linux, Spark. Python is named in 17 of the 27 job postings Persona AI published in the last 12 months (63%). Counted by Alion from the job postings of Persona AI, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
96
Postings analysed
27
Open now
23
Modernity
77 /100
New in 6 months
8

What programming languages does Persona AI use?

Python is named in 63% of job postings at Persona AI, followed by C++ (30%), MATLAB (15%), C (15%).

Python 17 63% required in 94% · 14 open now · since Aug 2025
C++ 8 30% required in 100% · 7 open now · since Aug 2025
MATLAB 4 15% required in 75% · 3 open now · since Aug 2026
C 4 15% required in 25% · 3 open now · since Jul 2026
Rust 3 11% required in 67% · 3 open now · since Aug 2026
Bash 1 4% required in 100% · 1 open now · since Aug 2026
Embedded C 1 4% required in 100% · 1 open now · since Aug 2026
JavaScript 1 4% optional · 1 open now · since Aug 2026

What frameworks and libraries does Persona AI use?

PyTorch is named in 26% of job postings at Persona AI, followed by MuJoCo (22%), Isaac Lab (15%), FFmpeg (11%).

PyTorch 7 26% required in 100% · 6 open now · since Jun 2026
MuJoCo 6 22% required in 50% · 5 open now · since Aug 2025
Isaac Lab 4 15% required in 75% · 4 open now · since Apr 2026
FFmpeg 3 11% required in 100% · 2 open now · since Jul 2026
JAX 3 11% required in 100% · 3 open now · since Jun 2026
OpenCV 3 11% required in 100% · 2 open now · since Jul 2026
ROS 3 11% required in 100% · 3 open now · since Aug 2025
Ray 3 11% optional · 2 open now · since Jul 2026
Show all (19)
CUDA2
Drake2
TensorFlow2
Effector1
GStreamer1
MoveIt1
NVIDIA PhysX1
Unreal Engine1
OpenTelemetry1
Pinocchio1
ROS21

What cloud and platforms does Persona AI use?

Linux is named in 15% of job postings at Persona AI, followed by Spark (11%), AWS (7%), Azure (7%).

Linux 4 15% required in 100% · 4 open now · since Aug 2026
Spark 3 11% optional · 2 open now · since Jul 2026
AWS 2 7% required in 100% · 2 open now · since Jul 2026
Azure 2 7% required in 100% · 2 open now · since Jul 2026
CUDA Toolkit 2 7% required in 100% · 2 open now · since Aug 2026
GCP 2 7% required in 100% · 2 open now · since Jul 2026
Buildkite 1 4% required in 100% · 1 open now · since Aug 2026
GitHub 1 4% required in 100% · 1 open now · since Aug 2026
Show all (15)
GitHub Actions1
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 EtherCAT (11%), Docker (7%), Git (7%).

Isaac Sim 5 19% required in 100% · 5 open now · since Aug 2025
EtherCAT 3 11% required in 67% · 3 open now · since Aug 2026
Docker 2 7% required in 100% · 2 open now · since Apr 2026
Git 2 7% required in 100% · 2 open now · since Jul 2026
KiCad 2 7% required in 100% · 2 open now · since Jul 2026
Microsoft Excel 2 7% required in 100% · 1 open now · since Aug 2026
SolidWorks 2 7% required in 100% · 1 open now · since Aug 2026
LTspice 2 7% required in 50% · 2 open now · since Jul 2026
Show all (21)
Ansible1
Bazel1
CAPA1
CMake1
Cadence Allegro1
Gazebo1
Jenkins1
Simulink1
Terraform1
Cadence Sigrity1
HyperLynx1
Prometheus1
Zenoh1

What AI and ML technologies does Persona AI use?

VLM is named in 11% of job postings at Persona AI, followed by LLM (4%).

VLM 3 11% required in 100% · 2 open now · since Jul 2026
LLM 1 4% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Persona AI ask for?

Machine Learning is named in 41% of job postings at Persona AI, followed by Reinforcement Learning (26%), Reinforcement Learning (26%), Motion Planning (19%).

Machine Learning 11 41% required in 100% · 10 open now · since Aug 2025
Reinforcement Learning 7 26% required in 86% · 7 open now · since Aug 2025
Reinforcement Learning 7 26% required in 86% · 7 open now · since Aug 2025
Motion Planning 5 19% required in 100% · 5 open now · since Aug 2025
Teleoperation 5 19% required in 100% · 4 open now · since Jul 2026
Computer Vision 5 19% required in 80% · 4 open now · since Aug 2025
World Models 4 15% required in 100% · 4 open now · since Jul 2026
CI/CD 3 11% required in 100% · 3 open now · since Apr 2026
Show all (31)
Data Augmentation3
Digital Twin3
Inverse Kinematics3
Multimodal AI3
Synthetic Data3
Time Series Forecasting3
Localization3
Embodied AI2
Post-training2
Sim-to-Real2
Tool Use2
Fine-tuning1
Function Calling1
GitOps1
Imitation Learning1
LLM Evaluation1
Path Planning1
Physical AI1
TCP/IP1
VPN1
Vision-Language-Action1
Wi-Fi1
Sensor Fusion1

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

8 postings
Python5
C++4
Isaac Sim2
MATLAB2
SolidWorks2

AI/ML

4 postings
PyTorch4
JAX3
AWS2
Azure2
GCP2
Python2

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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
CUDAAug 2026
CUDA ToolkitAug 2026
Microsoft ExcelAug 2026
MATLABAug 2026
SolidWorksAug 2026
EtherCATAug 2026
RustAug 2026
LinuxAug 2026

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 103 companies in the same industries, whose stack Alion knows, that use each technology.

Python82%
C++68%
PyTorch46%
MuJoCo23%
C13%
Isaac Lab10%
Linux61%
MATLAB22%
FFmpeg1%
JAX19%

What sets Persona AI apart

FFmpeg1%

Questions about the Persona AI tech stack

What programming languages does Persona AI use?

The languages named in Persona AI job postings are Python (63%), C++ (30%), MATLAB (15%), C (15%), Rust (11%), as a share of the 27 postings of the last 12 months.

Does Persona AI use PyTorch?

Yes. PyTorch is named in 7 of 27 job postings (26%) and required in 7 of them.

What cloud and platforms does Persona AI use?

The cloud and platforms named in Persona AI job postings are Linux (4), Spark (3), AWS (2) (postings in brackets).

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

Robotics postings at Persona AI most often require Python (5), C++ (4), Isaac Sim (2), MATLAB (2), out of 8 postings in the last 12 months.

Is the Persona AI tech stack changing?

Yes. CUDA, CUDA Toolkit, Microsoft Excel, MATLAB 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 27 postings of the last 12 months and were updated on Sep 26, 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: 96 technologies from 27 job postings", as of Sep 26, 2026. https://alion.io/company/persona-ai/technologies

Licence: CC BY-SA 4.0JSON