Apptronik tech stack

Apptronik builds mostly with Python, C++, MATLAB, VHDL. Its stack also includes MuJoCo, Linux, Kubernetes, ROS. Python is named in 33 of the 84 job postings Apptronik published in the last 12 months (39%). Counted by Alion from the job postings of Apptronik, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
135
Postings analysed
84
Open now
65
Modernity
83 /100
New in 6 months
8

What programming languages does Apptronik use?

Python is named in 39% of job postings at Apptronik, followed by C++ (38%), MATLAB (5%), VHDL (5%).

Python 33 39% required in 100% · 27 open now · since Oct 2025
C++ 32 38% required in 100% · 22 open now · since Jun 2025
MATLAB 4 5% required in 100% · 4 open now · since Jun 2026
VHDL 4 5% required in 100% · 4 open now · since Aug 2026
Verilog 4 5% required in 100% · 4 open now · since Aug 2026
TypeScript 3 4% required in 100% · 3 open now · since Oct 2025
Go 1 1% required in 100% · 1 open now · since Feb 2026
Perl 1 1% required in 100% · 1 open now · since Aug 2026
Show all (11)
Rust1
SQL1
JavaScript1

What frameworks and libraries does Apptronik use?

MuJoCo is named in 20% of job postings at Apptronik, followed by ROS (10%), PyTorch (8%), PyTorch C++ (8%).

MuJoCo 17 20% required in 59% · 11 open now · since Feb 2026
ROS 8 10% required in 63% · 6 open now · since Oct 2025
PyTorch 7 8% required in 100% · 3 open now · since Oct 2025
PyTorch C++ 7 8% required in 100% · 3 open now · since Oct 2025
Drake 7 8% required in 43% · 3 open now · since Mar 2026
JAX 5 6% required in 100% · 2 open now · since Oct 2025
ROS2 5 6% required in 40% · 3 open now · since May 2026
PoC Library 4 5% required in 100% · 4 open now · since Aug 2026
Show all (29)
ONNX Runtime4
OpenCV3
Detectron22
Isaac Lab2
TensorFlow2
TensorFlow C++2
Ray2
BehaviorTree.CPP2
GStreamer2
Ceres Solver1
JUnit1
LeRobot1
Pytest1
Supervision1
BentoML1
Cartographer1
ORB-SLAM31
RTAB-Map1
Ray Serve1
React.js1
Unity1

What cloud and platforms does Apptronik use?

Linux is named in 12% of job postings at Apptronik, followed by Kubernetes (10%), RTOS (4%), AWS (2%).

Linux 10 12% required in 100% · 5 open now · since Jun 2025
Kubernetes 8 10% required in 88% · 7 open now · since Oct 2025
RTOS 3 4% required in 100% · 3 open now · since Jul 2026
AWS 2 2% required in 100% · 2 open now · since May 2026
Azure 2 2% required in 100% · 2 open now · since May 2026
GCP 2 2% required in 100% · 2 open now · since May 2026
Grafana 2 2% required in 50% · 2 open now · since Oct 2025
Amazon S3 1 1% required in 100% · 1 open now · since Aug 2026
Show all (18)
GitHub1
Looker1
MLFlow1
PagerDuty1
Power BI1
Tableau1
Apache Kafka1
Bitbucket1
DLP1
GitHub Actions1

What developer tools does Apptronik use?

Isaac Sim is named in 15% of job postings at Apptronik, followed by SolidWorks (10%), Git (10%), Altium Designer (7%).

Isaac Sim 13 15% required in 62% · 8 open now · since Oct 2025
SolidWorks 8 10% required in 88% · 7 open now · since Feb 2026
Git 8 10% required in 63% · 5 open now · since Apr 2026
Altium Designer 6 7% required in 100% · 6 open now · since Apr 2026
LTspice 6 7% required in 100% · 6 open now · since Jan 2026
Docker 6 7% required in 83% · 5 open now · since Feb 2026
Siemens ModelSim 4 5% required in 100% · 4 open now · since Aug 2026
Xilinx Vivado 4 5% required in 100% · 4 open now · since Aug 2026
Show all (35)
TensorRT4
Ansible3
EtherCAT3
Isaac Gym3
ONNX3
DVC2
Helm2
HyperLynx2
Terraform2
CMake2
Adobe Premiere Pro1
Cadence Allegro1
DaVinci Resolve1
Fusion 3601
Gazebo1
Mentor Xpedition1
MinIO1
Rest API1
Simulink1
gRPC1
Jenkins1
KServe1
Loki1
MQTT1
OPC UA1
Prometheus1
SteamVR1

What AI and ML technologies does Apptronik use?

CLIP is named in 2% of job postings at Apptronik, followed by DINOv2 (2%), YOLO (2%), Gemini (1%).

CLIP 2 2% required in 100% · since Oct 2025
DINOv2 2 2% required in 100% · since Oct 2025
YOLO 2 2% required in 100% · since Oct 2025
Gemini 1 1% required in 100% · 1 open now · since Oct 2025

Which engineering practices does Apptronik ask for?

Teleoperation is named in 24% of job postings at Apptronik, followed by Computer Vision (19%), Reinforcement Learning (17%), Reinforcement Learning (17%).

Teleoperation 20 24% required in 80% · 15 open now · since Feb 2026
Computer Vision 16 19% required in 63% · 10 open now · since Oct 2025
Reinforcement Learning 14 17% required in 100% · 9 open now · since Oct 2025
Reinforcement Learning 14 17% required in 100% · 9 open now · since Oct 2025
Sensor Fusion 13 15% required in 85% · 6 open now · since Oct 2025
CI/CD 10 12% required in 90% · 5 open now · since Oct 2025
Fine-tuning 9 11% required in 100% · 6 open now · since Feb 2026
Imitation Learning 9 11% required in 89% · 7 open now · since Feb 2026
Show all (38)
Multimodal AI8
Sim-to-Real8
Machine Learning7
Synthetic Data6
Localization6
Human-in-the-Loop5
Visual-Inertial Odometry4
World Models4
Digital Twin3
Model Predictive Control3
SLAM3
Vision-Language-Action3
Embodied AI3
AI Agents2
LLM Evaluation2
Motion Planning2
Obstacle Avoidance2
Physical AI2
Post-training2
Reward Modeling2
Edge AI2
Quantization2
Configuration Management1
Knowledge Distillation1
LLM Guardrails1
Model Distillation1
Perception1
Time Series Forecasting1
Tool Use1
Wi-Fi1

What does each Apptronik team work with?

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

Hardware

22 postings
Python7
LTspice6
C++5
Altium Designer4
PoC Library4
Siemens ModelSim4

Backend

10 postings
C++10
Python6
Drake3
Isaac Sim3
Linux3
MuJoCo3

Industrial Engineering

8 postings
SolidWorks3
C++2
CLIP2
DINOv22
Detectron22
Isaac Sim2

AI/ML

7 postings
Python7
C++6
PyTorch5
PyTorch C++5
MuJoCo4
Isaac Gym3

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How much does Apptronik pay by technology?

Median stated pay of the postings that name each technology, against the median of all Apptronik postings with stated pay: $248k across 14 postings.

TechnologyPostings with payMedianvs company median
C++7$260k+5%
Python6$274k+11%

How is the Apptronik 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
Isaac LabAug 2026
PoC LibraryAug 2026
Siemens ModelSimAug 2026
VHDLAug 2026
VerilogAug 2026
Xilinx VivadoAug 2026
Motion PlanningAug 2026
Vision-Language-ActionJul 2026
Rising
Teleoperation5% → 33%
Computer Vision5% → 25%
Fine-tuning0% → 16%
Reinforcement Learning5% → 20%
Reinforcement Learning5% → 20%
Imitation Learning0% → 14%
Sim-to-Real0% → 12%
Human-in-the-Loop0% → 8%
Falling
SolidWorks29% → 0%
Git24% → 6%
Sensor Fusion29% → 12%
CI/CD19% → 8%
ROS214% → 4%
Altium Designer14% → 6%
Linux14% → 8%
Multimodal AI14% → 8%
Not named for 6 months
HelmFeb 2026
TerraformFeb 2026

How modern is the Apptronik stack?

Cutting-edge AI adopter 83/100

Apptronik scores 83 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: 4; legacy ones: 0.

How common is the Apptronik stack in its industry?

Share of the 85 companies in the same industries, whose stack Alion knows, that use each technology.

Python86%
C++72%
MuJoCo29%
Linux59%
Kubernetes36%
ROS53%
Drake11%
PyTorch53%
PyTorch C++35%
JAX22%

Apptronik products in its job postings

Postings at Apptronik name its own products. They describe what the company makes, so they are left out of the stack above.

Apollo31

Questions about the Apptronik tech stack

What programming languages does Apptronik use?

The languages named in Apptronik job postings are Python (39%), C++ (38%), MATLAB (5%), VHDL (5%), Verilog (5%), as a share of the 84 postings of the last 12 months.

Does Apptronik use MuJoCo?

Yes. MuJoCo is named in 17 of 84 job postings (20%) and required in 10 of them.

What cloud and platforms does Apptronik use?

The cloud and platforms named in Apptronik job postings are Linux (10), Kubernetes (8), RTOS (3) (postings in brackets).

What skills do you need for a Hardware job at Apptronik?

Hardware postings at Apptronik most often require Python (7), LTspice (6), C++ (5), Altium Designer (4), out of 22 postings in the last 12 months.

Is the Apptronik tech stack changing?

Yes. Isaac Lab, PoC Library, Siemens ModelSim, VHDL first appeared in Apptronik job postings in the last six months.

How modern is the Apptronik tech stack?

Apptronik scores 83 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: 4; legacy ones: 0.

How does Alion know the Apptronik tech stack?

Alion reads every job posting Apptronik publishes and tags the technologies each one names. The figures on this page count the 84 postings of the last 12 months and were updated on Sep 28, 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, "Apptronik tech stack: 135 technologies from 84 job postings", as of Sep 28, 2026. https://alion.io/company/apptronik/technologies

Licence: CC BY-SA 4.0JSON