Apptronik
Robotics AI · Robotic Components & Sensors

Apptronik tech stack

Apptronik builds mostly with Python, C++, MATLAB, VHDL. Its stack also includes MuJoCo, Linux, ROS, Kubernetes. Python is named in 44 of the 122 job postings Apptronik published in the last 12 months (36%). Counted by Alion from the job postings of Apptronik, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
165
Postings analysed
122
Open now
80
Modernity
81 /100
New in 6 months
8

What programming languages does Apptronik use?

Python is named in 36% of job postings at Apptronik, followed by C++ (32%), MATLAB (5%), VHDL (3%).

Python 44 36% required in 98% · 24 open now · since Oct 2025
C++ 39 32% required in 100% · 18 open now · since Jun 2025
MATLAB 6 5% required in 83% · 4 open now · since Jun 2026
VHDL 4 3% required in 100% · 2 open now · since Aug 2026
Verilog 4 3% required in 100% · 2 open now · since Aug 2026
SQL 3 2% required in 100% · 3 open now · since Sep 2026
Rust 2 2% required in 100% · 1 open now · since May 2026
TypeScript 2 2% required in 100% · since Oct 2025
Show all (13)
Bash1
Go1
Perl1
Apex1
JavaScript1

What frameworks and libraries does Apptronik use?

MuJoCo is named in 19% of job postings at Apptronik, followed by ROS (10%), Drake (8%), PyTorch (7%).

MuJoCo 23 19% required in 52% · 10 open now · since Feb 2026
ROS 12 10% required in 58% · 6 open now · since Oct 2025
Drake 10 8% required in 30% · 4 open now · since Mar 2026
PyTorch 8 7% required in 100% · 2 open now · since Oct 2025
ROS2 7 6% required in 43% · 2 open now · since May 2026
JAX 6 5% required in 100% · 2 open now · since Oct 2025
ONNX Runtime 5 4% required in 20% · 2 open now · since Oct 2025
Ray 4 3% required in 50% · 2 open now · since May 2026
Show all (28)
Isaac Lab3
OpenCV3
Detectron22
TensorFlow2
TensorFlow C++2
BehaviorTree.CPP2
BentoML2
Cartographer2
GStreamer2
ORB-SLAM32
Ray Serve2
CUDA1
Ceres Solver1
JUnit1
LeRobot1
Pytest1
Kimera1
RTAB-Map1
React.js1
Unity1

What cloud and platforms does Apptronik use?

Linux is named in 10% of job postings at Apptronik, followed by Kubernetes (8%), RTOS (5%), AWS (4%).

Linux 12 10% required in 92% · 4 open now · since Jun 2025
Kubernetes 10 8% required in 90% · 3 open now · since Oct 2025
RTOS 6 5% required in 100% · 5 open now · since Jul 2026
AWS 5 4% required in 100% · 3 open now · since May 2026
Azure 5 4% required in 100% · 3 open now · since May 2026
GCP 5 4% required in 100% · 3 open now · since May 2026
MLFlow 2 2% required in 100% · 1 open now · since May 2026
DLP 2 2% required in 50% · 2 open now · since May 2026
Show all (22)
Amazon S31
GitHub1
Looker1
MuleSoft1
Okta1
Power BI1
SIEM1
Tableau1
Ubuntu1
Windows1
Apache Kafka1
Bitbucket1
GitHub Actions1
Grafana1

What developer tools does Apptronik use?

Isaac Sim is named in 16% of job postings at Apptronik, followed by Git (11%), SolidWorks (10%), Docker (7%).

Isaac Sim 19 16% required in 47% · 10 open now · since Oct 2025
Git 14 11% required in 79% · 8 open now · since Apr 2026
SolidWorks 12 10% required in 92% · 10 open now · since Feb 2026
Docker 9 7% required in 89% · 5 open now · since Feb 2026
Altium Designer 8 7% required in 100% · 8 open now · since Apr 2026
LTspice 6 5% required in 100% · 5 open now · since Jan 2026
EtherCAT 6 5% required in 83% · 5 open now · since Feb 2026
TensorRT 6 5% required in 67% · 3 open now · since Oct 2025
Show all (43)
Siemens ModelSim4
Xilinx Vivado4
ANSYS3
Ansible3
DVC3
Isaac Gym3
ONNX3
Rest API3
CATIA2
Helm2
HyperLynx2
Microsoft Excel2
Simulink2
Terraform2
CMake2
KServe2
Adobe Premiere Pro1
ArgoCD1
Blender1
Cadence Allegro1
DaVinci Resolve1
Fusion 3601
Gazebo1
Mentor Xpedition1
MinIO1
Siemens NX1
Tcpdump1
Veeva1
gRPC1
Jenkins1
Loki1
MQTT1

And 3 more, each named in fewer postings.

What AI and ML technologies does Apptronik use?

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

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

Which engineering practices does Apptronik ask for?

Teleoperation is named in 19% of job postings at Apptronik, followed by Computer Vision (17%), Reinforcement Learning (15%), Reinforcement Learning (15%).

Teleoperation 23 19% required in 83% · 10 open now · since Feb 2026
Computer Vision 21 17% required in 62% · 11 open now · since Oct 2025
Reinforcement Learning 18 15% required in 94% · 8 open now · since Oct 2025
Reinforcement Learning 18 15% required in 94% · 8 open now · since Oct 2025
CI/CD 16 13% required in 88% · 7 open now · since Oct 2025
Sensor Fusion 14 11% required in 86% · 7 open now · since Oct 2025
Sim-to-Real 11 9% required in 100% · 5 open now · since Feb 2026
Fine-tuning 10 8% required in 100% · 3 open now · since Feb 2026
Show all (56)
Imitation Learning10
Machine Learning8
Multimodal AI8
Localization7
Synthetic Data6
Human-in-the-Loop6
Digital Twin5
FMEA5
Embodied AI5
SLAM4
Visual-Inertial Odometry4
World Models4
AS91003
LLM Evaluation3
Model Predictive Control3
Motion Planning3
Post-training3
Statistical Process Control3
Vision-Language-Action3
Edge AI3
ETL/ELT2
Knowledge Distillation2
Model Distillation2
Obstacle Avoidance2
Physical AI2
Reward Modeling2
SOAP2
Verification & Validation2
Quantization2
AI Agents1
BGP1
Battery Management Systems1

And 16 more, each named in fewer postings.

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

25 postings
Python10
C++7
LTspice6
Altium Designer5
EtherCAT4
MATLAB4

Industrial Engineering

19 postings
SolidWorks8
Altium Designer2
CATIA2

Operations

15 postings
Python4
SQL2

Backend

13 postings
C++12
Python8
Isaac Sim4
MuJoCo4
Drake3
Linux3

Robotics

8 postings
C++6
Python6
Isaac Sim3
MuJoCo3
Git2
Linux2

See the open roles

How does your stack fit Apptronik?

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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: $260k across 21 postings.

TechnologyPostings with payMedianvs company median
C++9$260k0%
Python8$274k+5%
MuJoCo6$250k−4%

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
ETL/ELTOct 2026
SOAPOct 2026
Microsoft ExcelSep 2026
SQLSep 2026
Knowledge DistillationSep 2026
Model DistillationSep 2026
Isaac LabAug 2026
Siemens ModelSimAug 2026
Rising
Machine Learning3% → 10%
Siemens ModelSim0% → 6%
VHDL0% → 6%
Verilog0% → 6%
Xilinx Vivado0% → 6%
FMEA0% → 5%
Isaac Lab0% → 5%
SQL0% → 5%
Falling
Teleoperation38% → 13%
Imitation Learning18% → 3%
C++41% → 27%
Reinforcement Learning24% → 13%
Reinforcement Learning24% → 13%
MuJoCo26% → 17%
Fine-tuning15% → 6%
Multimodal AI12% → 5%
Not named for 6 months
CATIAApr 2026

How modern is the Apptronik stack?

Cutting-edge AI adopter 81/100

Apptronik scores 81 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: 3; legacy ones: 0.

How common is the Apptronik stack in its industry?

Share of the 182 companies in the same industries, whose stack Alion knows, that use each technology.

Python96%
C++88%
MuJoCo45%
Linux74%
ROS52%
Drake9%
Kubernetes38%
PyTorch68%
ROS260%
JAX30%

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.

Apollo41

Questions about the Apptronik tech stack

What programming languages does Apptronik use?

The languages named in Apptronik job postings are Python (36%), C++ (32%), MATLAB (5%), VHDL (3%), Verilog (3%), as a share of the 122 postings of the last 12 months.

Does Apptronik use MuJoCo?

Yes. MuJoCo is named in 23 of 122 job postings (19%) and required in 12 of them.

What cloud and platforms does Apptronik use?

The cloud and platforms named in Apptronik job postings are Linux (12), Kubernetes (10), RTOS (6) (postings in brackets).

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

Hardware postings at Apptronik most often require Python (10), C++ (7), LTspice (6), Altium Designer (5), out of 25 postings in the last 12 months.

Is the Apptronik tech stack changing?

Yes. ETL/ELT, SOAP, Microsoft Excel, SQL first appeared in Apptronik job postings in the last six months.

How modern is the Apptronik tech stack?

Apptronik scores 81 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: 3; 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 122 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, "Apptronik tech stack: 165 technologies from 122 job postings", as of Nov 12, 2026. https://alion.io/company/apptronik/technologies

Licence: CC BY-SA 4.0JSON