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Technologies
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Overview

AI Robot Association (AIRoA) is a Japanese non-profit organization dedicated to advancing AI-powered robotics through open data platforms and collaborative research. The association develops scalable robot data ecosystems, foundation models, and shared software tools to accelerate the deployment of humanoid and general-purpose robots worldwide.

Technologies

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Tech DNA
Python
C++
MATLAB
ROS
ROS2
PyTorch
Apache Hudi
Apache Iceberg
Delta Lake
AWS
GCP
Azure
Gaussian Splatting
VLM
AI/ML
Python
C++
MATLAB
SQL
Multimodal AI
Reinforcement Learning
Fine-tuning
PyTorch
CI/CD
AWS
GCP
RLHF
Anomaly Detection
Computer Vision
Explainable AI
RTOS
Vector
Simulink
Synthetic Data
Dagster
NeRF
Azure
PyTorch C++
Gaussian Splatting
JAX
Knowledge Distillation
VLM
Airflow
Flink
Label Studio
Ray
Spark
SFT
CVAT
Human-in-the-Loop
Time Series Forecasting
Docker
Kubernetes
Terraform
SLI/SLO/SLA
CloudFormation
WebRTC
WebSockets
Amazon EKS
Google GKE
Amazon Kinesis
Apache Hudi
Apache Iceberg
Delta Lake
FAISS
OpenSearch
pgvector
Trino
PostgreSQL
CUDA Toolkit
Ansible
GitHub Actions
GitLab CI
Grafana
Jenkins
KVM
Nagios
Prometheus
Puppet
VMWare
Zabbix
Frontend
JavaScript
SolidWorks
Next.js
React.js
Adobe Photoshop
Figma
Robotics
ROS
ROS2
Teleoperation
MuJoCo
Isaac Sim
Sim-to-Real
Reinforcement Learning
PyBullet
Model Predictive Control
Imitation Learning
EtherCAT
CANopen
Gazebo
Inverse Kinematics
Motion Planning
Pinocchio
MQTT
MoveIt
Nav2
Micro-ROS
Sensor Fusion
Foxglove Studio
LeRobot
Other
Go
PowerShell
State Management
ETL/ELT
FastAPI
gRPC
Apache Kafka
Unreal Engine
Zero Trust
Unity
Google Workspace
Draw.io
Stack modernity Modern AI adopter
74/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
ROS 24 jobs Required
Python 21 job Required
C++ 15 jobs Required
ROS2 15 jobs Required
Teleoperation 15 jobs Required
MuJoCo 15 jobs Required
Isaac Sim 13 jobs Required
Sim-to-Real 12 jobs Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
JavaScript
16%
CI/CD
16%
AWS
16%
SQL
14%
Kubernetes
14%
Share of companies in the same industry that use each technology.
Stack changes
Time Series Forecasting Aug 2026
Human-in-the-Loop Aug 2026
CVAT Aug 2026
Amazon Kinesis Aug 2026
NeRF Aug 2026
SFT Aug 2026
ETL/ELT Aug 2026
PostgreSQL Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.

Growth

Hiring Momentum
52/100
Stable
Open positions
33
1 opened / 19 closed in 30 days
Median time-to-fill
232 days
faster than 6% of the market
ATS activity
Every ~3 days
08/30/2026
Hiring Dynamics +100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Robotics
72%
Hardware
17%
Data Science
6%
Backend
6%
Activity Timeline
Added PostgreSQL to stack Aug 2026
Added Trino to stack Aug 2026
Added Spark to stack Aug 2026
Added Ray to stack Aug 2026
Added pgvector to stack Aug 2026
Added OpenSearch to stack Aug 2026
Added LeRobot to stack Aug 2026
Added Label Studio to stack Aug 2026
Added Google GKE to stack Aug 2026
Added Flink to stack Aug 2026
Added FAISS to stack Aug 2026
Added Delta Lake to stack Aug 2026

Jobs

R&D-038 Data Engineer

Verified live · 1 day ago 22 days ago
$36k – $92k per year (Estimated) • In office • Full-Time • 5+ years exp • Master's Degree
Apache Hudi
Apache Iceberg
Apache Kafka
Delta Lake
FAISS
OpenSearch
pgvector
Trino
PostgreSQL
AI/ML
Airflow
Dagster
Flink
Label Studio
Multimodal AI
Ray
Spark
CVAT
Human-in-the-Loop
Time Series Forecasting
DevOps
Amazon EKS
Google GKE
Kubernetes
Vector
AWS
GCP
Amazon Kinesis
Robotics
LeRobot
Sim-to-Real
Analytics
ETL/ELT
IoT
MQTT
Apply
Remote • Full-Time • Tokyo
Python
Reinforcement Learning
Mobile
State Management
Robotics
Imitation Learning
Model Predictive Control
Reinforcement Learning
ROS
Teleoperation
Apply

R&D-037 Robotics Engineer (Teleoperation / UMI)

Verified live · 1 day ago 1 month ago
In office
Python
Reinforcement Learning
Mobile
State Management
Robotics
Imitation Learning
Model Predictive Control
Reinforcement Learning
ROS
Teleoperation
Apply
Remote • Full-Time • Tokyo
Anomaly Detection
Robotics
ROS
ROS2
Apply
$28k – $81k per year (Estimated) • Remote • Full-Time • 3+ years exp • Tokyo
C++
MATLAB
Python
Simulink
DevOps
RTOS
Vector
Robotics
CANopen
EtherCAT
Motion Planning
MuJoCo
Pinocchio
Apply

R&D-036 Robotics Control Engineer (Low-Level / Motor control)

Verified live · 1 day ago 1 month ago
$28k – $81k per year (Estimated) • In office • 3+ years exp
C++
MATLAB
Python
Simulink
DevOps
RTOS
Vector
Robotics
CANopen
EtherCAT
Motion Planning
MuJoCo
Pinocchio
Apply

R&D-035 Robotics Reliability Engineer

Verified live · 1 day ago 1 month ago
In office
Anomaly Detection
Robotics
ROS
ROS2
Apply

R&D-021 Full stack Engineer

Verified live · 1 day ago 1 month ago
$25k – $84k per year (Estimated) • In office • Full-Time • 4+ years exp • Bachelor's Degree
Go
Python
JavaScript
FastAPI
AI/ML
Multimodal AI
Frontend
Next.js
React.js
DevOps
AWS
CI/CD
CloudFormation
GCP
gRPC
Terraform
WebRTC
WebSockets
Robotics
Foxglove Studio
ROS
ROS2
Sim-to-Real
Teleoperation
IoT
MQTT
Apply
Remote • Full-Time • Tokyo
Python
NeRF
Synthetic Data
Game Dev
Unreal Engine
Apply

Mechanical Engineer

1 month ago
$94k – $192k per year (Estimated) • Remote • Full-Time • 5+ years exp • Master's Degree • Tokyo
Gazebo
Inverse Kinematics
Teleoperation
Design
SolidWorks
Apply
Remote • Full-Time • Tokyo
C++
Python
Reinforcement Learning
Mobile
State Management
Robotics
Imitation Learning
Model Predictive Control
Reinforcement Learning
ROS
ROS2
Teleoperation
Apply

Robotics Engineer

1 month ago
$28k – $81k per year (Estimated) • Remote • Full-Time • 3+ years exp • Master's Degree • Tokyo
C++
Python
State Management
DevOps
CI/CD
Robotics
Isaac Sim
MuJoCo
ROS
ROS2
Teleoperation
Apply
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