Dyna Robotics tech stack

Dyna Robotics builds mostly with Python, C++, Rust, SQL. Its stack also includes Linux, Kubernetes, PyTorch, MuJoCo. Linux is named in 10 of the 26 job postings Dyna Robotics published in the last 12 months (38%). Counted by Alion from the job postings of Dyna Robotics, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
79
Postings analysed
26
Open now
21
Modernity
74 /100
New in 6 months
8

What programming languages does Dyna Robotics use?

Python is named in 31% of job postings at Dyna Robotics, followed by C++ (4%), Rust (4%), SQL (4%).

Python 8 31% required in 88% · 7 open now · since Jul 2025
C++ 1 4% required in 100% · 1 open now · since Jul 2025
Rust 1 4% required in 100% · 1 open now · since Sep 2026
SQL 1 4% required in 100% · 1 open now · since Aug 2026
C 1 4% optional · 1 open now · since Sep 2026
C# 1 4% optional · 1 open now · since Apr 2026
TypeScript 1 4% optional · 1 open now · since Mar 2026

What frameworks and libraries does Dyna Robotics use?

PyTorch is named in 12% of job postings at Dyna Robotics, followed by MuJoCo (8%), JAX (8%), Accelerate (4%).

PyTorch 3 12% required in 67% · 3 open now · since Aug 2025
MuJoCo 2 8% required in 100% · 2 open now · since Aug 2025
JAX 2 8% required in 50% · 2 open now · since Aug 2025
Accelerate 1 4% required in 100% · 1 open now · since Mar 2026
DeepSpeed 1 4% required in 100% · 1 open now · since Mar 2026
FSDP 1 4% required in 100% · 1 open now · since Mar 2026
Isaac Lab 1 4% required in 100% · 1 open now · since Aug 2026
NCCL 1 4% required in 100% · 1 open now · since Mar 2026
Show all (15)
Triton1
CUDA1
GStreamer1
NumPy1
Pandas1
ROS1
ZeroMQ1

What databases does Dyna Robotics use?

PostgreSQL is named in 4% of job postings at Dyna Robotics, followed by Redis (4%).

PostgreSQL 1 4% required in 100% · 1 open now · since Mar 2026
Redis 1 4% required in 100% · 1 open now · since Mar 2026

What cloud and platforms does Dyna Robotics use?

Linux is named in 38% of job postings at Dyna Robotics, followed by Kubernetes (15%), AWS (12%), GCP (12%).

Linux 10 38% required in 40% · 9 open now · since Feb 2026
Kubernetes 4 15% required in 100% · 4 open now · since Mar 2026
AWS 3 12% required in 100% · 3 open now · since Mar 2026
GCP 3 12% required in 100% · 3 open now · since Mar 2026
Datadog 2 8% required in 50% · 1 open now · since Mar 2026
Grafana 2 8% required in 50% · 1 open now · since Mar 2026
Azure 1 4% required in 100% · 1 open now · since Apr 2026
CUDA Toolkit 1 4% optional · 1 open now · since Aug 2026
Show all (11)
Kubeflow1
MLFlow1
Weights & Biases1

What developer tools does Dyna Robotics use?

Docker is named in 12% of job postings at Dyna Robotics, followed by Blender (8%), SLURM (8%), DaVinci Resolve (4%).

Docker 3 12% required in 100% · 2 open now · since Mar 2026
Blender 2 8% required in 50% · 1 open now · since Aug 2026
SLURM 2 8% required in 50% · 2 open now · since Mar 2026
DaVinci Resolve 1 4% required in 100% · since Aug 2026
Gazebo 1 4% required in 100% · 1 open now · since Mar 2026
Isaac Sim 1 4% required in 100% · 1 open now · since Aug 2026
Tcpdump 1 4% required in 100% · 1 open now · since Sep 2026
TensorRT 1 4% required in 100% · 1 open now · since Mar 2026
Show all (12)
WebRTC1
Wireshark1
Adobe After Effects1
SolidWorks1

What AI and ML technologies does Dyna Robotics use?

LLM is named in 4% of job postings at Dyna Robotics, followed by Gaussian Splatting (4%).

LLM 1 4% required in 100% · 1 open now · since Mar 2026
Gaussian Splatting 1 4% optional · 1 open now · since Aug 2026

Which engineering practices does Dyna Robotics ask for?

Embodied AI is named in 96% of job postings at Dyna Robotics, followed by Teleoperation (15%), Multimodal AI (15%), Human-in-the-Loop (12%).

Embodied AI 25 96% required in 100% · 21 open now · since Aug 2025
Teleoperation 4 15% required in 100% · 4 open now · since Jul 2025
Multimodal AI 4 15% required in 75% · 4 open now · since Aug 2025
Human-in-the-Loop 3 12% required in 33% · 3 open now · since Mar 2026
A/B Testing 2 8% required in 100% · 2 open now · since Mar 2026
CI/CD 2 8% required in 100% · 2 open now · since Mar 2026
Physical AI 2 8% required in 100% · since May 2026
VPN 2 8% required in 100% · 1 open now · since Jun 2026
Show all (30)
Wi-Fi2
Imitation Learning2
World Models2
Computer Vision2
Time Series Forecasting2
Anomaly Detection1
DHCP1
DNS1
Diffusion Models1
Fine-tuning1
HPC1
Knowledge Distillation1
LLM Evaluation1
Model Distillation1
Quantization1
Reinforcement Learning1
Reinforcement Learning1
Reward Modeling1
Self-Healing1
Sim-to-Real1
Vision-Language-Action1
NeRF1

What does each Dyna Robotics team work with?

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

Backend

4 postings
Python3
AWS2
GCP2
Kubernetes2

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How is the Dyna Robotics 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
BlenderAug 2026
VPNJun 2026
Wi-FiJun 2026
Physical AIMay 2026
SLURMMar 2026
World ModelsMar 2026
DockerMar 2026
A/B TestingMar 2026
Falling
Linux50% → 25%
Kubernetes25% → 0%
Docker25% → 0%

How modern is the Dyna Robotics stack?

Modern AI adopter 74/100

Dyna Robotics scores 74 out of 100 (Modern). 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 Dyna Robotics stack in its industry?

Share of the 191 companies in the same industries, whose stack Alion knows, that use each technology.

Linux52%
Python85%
Kubernetes53%
AWS55%
GCP48%
PyTorch59%
Datadog9%
Grafana26%
JAX27%
MuJoCo12%

Questions about the Dyna Robotics tech stack

What programming languages does Dyna Robotics use?

The languages named in Dyna Robotics job postings are Python (31%), C++ (4%), Rust (4%), SQL (4%), C (4%), as a share of the 26 postings of the last 12 months.

Does Dyna Robotics use PyTorch?

Yes. PyTorch is named in 3 of 26 job postings (12%) and required in 2 of them.

What cloud and platforms does Dyna Robotics use?

The cloud and platforms named in Dyna Robotics job postings are Linux (10), Kubernetes (4), AWS (3) (postings in brackets).

What skills do you need for a Backend job at Dyna Robotics?

Backend postings at Dyna Robotics most often require Python (3), AWS (2), GCP (2), Kubernetes (2), out of 4 postings in the last 12 months.

Is the Dyna Robotics tech stack changing?

Yes. Blender, VPN, Wi-Fi, Physical AI first appeared in Dyna Robotics job postings in the last six months.

How modern is the Dyna Robotics tech stack?

Dyna Robotics scores 74 out of 100 (Modern). 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 Dyna Robotics tech stack?

Alion reads every job posting Dyna Robotics publishes and tags the technologies each one names. The figures on this page count the 26 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, "Dyna Robotics tech stack: 79 technologies from 26 job postings", as of Sep 26, 2026. https://alion.io/company/dynarobotics/technologies

Licence: CC BY-SA 4.0JSON