JD Geniee 【JAPAN AI】Senior AI Consultant (マネージャー候補)

• JAPAN AI株式会社について
• 募集背景
• 期待する役割
• 業務内容
• チーム体制
• 必須要件
• 歓迎要件
• 学習と開発の支援
• 働き方
• このポジションの魅力
• 選考フロー

Career Opportunity for Research Scientist (VLAs) Role in Japan!

■ Research Scientist VLAs 

■ Company Overview

A research-driven organization at the intersection of AI and robotics, focused on advancing next-generation intelligent systems through cutting-edge research and real-world applications

■ Your Role and Responsibilities 

● Design and implement data preprocessing pipelines for multimodal robot datasets

● Train VLA models using supervised learning, RL, fine-tuning, RLHF, and training from scratch

● Develop and evaluate models in both simulation and on physical robots

● Improve training robustness and efficiency through algorithmic innovation

● Analyze model performance and propose enhancements based on empirical results

● Deploy VLA models onto real humanoid and mobile robotic platforms

● Publish research in top-tier conferences (e.g., NeurIPS, CoRL, CVPR)

■ Experience and Qualifications

● MS degree with 3+ years of industry experience, or PhD in Computer Science, Electrical Engineering, or a related field.

● Have at least one first-author publication in a top-tier conference such as CoRL, ICML, CVPR, NeurIPS, IROS, ICLR, ICCV, or ECCV.

● Experience with open-ended learning, reinforcement learning, and frontier methods for training LLMs/VLMs/VLAs such as RLHF and reward function design

● Experience working with simulators or real-world robots

● Knowledge of the latest advancements in large-scale machine learning research

● Experience with deep learning frameworks such as PyTorch

■ Additional Preferred Qualifications

● PhD or equivalent research experience in robot learning.

● Practical experience implementing advanced control strategies on hardware, including impedance control, adaptive control, force control, or MPC.

● Experience using tactile sensing for dexterous manipulation and contact-rich tasks.

■ Good Reasons to Join

● Be part of a research-first environment

■ Work Location

Tokyo, Japan
 

Details will be provided during the meeting.

Career Opportunity for Research Scientist (Robotics) Role in Japan!

■ Research Scientist

■ Company Overview

A research-driven organization at the intersection of AI and robotics, focused on advancing next-generation intelligent systems through cutting-edge research and real-world applications

■ Your Role and Responsibilities 

● Designing and building scalable data collection systems that operate across hundreds of humanoid and mobile robots.

● Developing semi-autonomous teleoperation systems that ensure low latency, high controllability, and minimal operator workload.

● Creating automated pipelines to deploy trained models and rigorously evaluate them in both simulation and real-world robotic platforms.

● Working closely with the Vision-Language-Action (VLA) team to seamlessly integrate and deploy cutting-edge models onto physical robots.

■ Experience and Qualifications

● Ph.D. in Robotics, Mechanical Engineering, Computer Science, or a related field, or M.S. with 3+ years of equivalent industry or research experience.

● Extensive hands-on experience with physical robotic platforms (e.g., mobile robots, manipulators such as UR5, Franka Emika, HSR, or humanoids like Spot).

● Demonstrated ability to control real robots using ROS / ROS2, including full-stack integration and deployment.

● Solid understanding and implementation experience in teleoperation, AR/VR interfaces, and leader–follower architectures.

● Strong programming proficiency in C++ and Python, with ability to contribute production-level code and perform system-level integration.

● Proven ability to work both independently and collaboratively in multidisciplinary research and engineering teams.

■ Additional Preferred Qualifications

● Publication record in top-tier robotics conferences or journals (RSS, CoRL, ICRA, IROS, TRO, IJRR).

● Publications limited to CVPR, ICCV, or NeurIPS could be considered AI-centric and scored lower for this position.

■ Good Reasons to Join

● Be part of a research-first environment

■ Work Location

Tokyo, Japan
 

Details will be provided during the meeting.

Career Opportunity for Senior Research Scientist (Robotics) Role in Japan!

■ Research Scientist

■ Company Overview

A research-driven organization at the intersection of AI and robotics, focused on advancing next-generation intelligent systems through cutting-edge research and real-world applications

■ Your Role and Responsibilities 

● Designing and building scalable data collection systems that operate across hundreds of humanoid and mobile robots.

● Developing semi-autonomous teleoperation systems that ensure low latency, high controllability, and minimal operator workload.

● Creating automated pipelines to deploy trained models and rigorously evaluate them in both simulation and real-world robotic platforms.

● Working closely with the Vision-Language-Action (VLA) team to seamlessly integrate and deploy cutting-edge models onto physical robots.

■ Experience and Qualifications

● Ph.D. in Robotics, Mechanical Engineering, Computer Science, or a related field, or M.S. with 3+ years of equivalent industry or research experience.

● Extensive hands-on experience with physical robotic platforms (e.g., mobile robots, manipulators such as UR5, Franka Emika, HSR, or humanoids like Spot).

● Demonstrated ability to control real robots using ROS / ROS2, including full-stack integration and deployment.

● Solid understanding and implementation experience in teleoperation, AR/VR interfaces, and leader–follower architectures.

● Strong programming proficiency in C++ and Python, with ability to contribute production-level code and perform system-level integration.

● Proven ability to work both independently and collaboratively in multidisciplinary research and engineering teams.

■ Additional Preferred Qualifications

● Publication record in top-tier robotics conferences or journals (RSS, CoRL, ICRA, IROS, TRO, IJRR).

● Publications limited to CVPR, ICCV, or NeurIPS could be considered AI-centric and scored lower for this position.

● Experience implementing advanced control strategies on hardware (impedance control, force/torque control, admittance control, or model predictive control).

■ Good Reasons to Join

● Be part of a research-first environment

■ Work Location

Tokyo, Japan
 

Details will be provided during the meeting.

Join an Advanced AI Research Team - a MLOps Engineer in Japan!

■ MLOps Engineer

■ Company Overview

A research-driven organization at the intersection of AI and robotics, focused on advancing next-generation intelligent systems through cutting-edge research and real-world applications.

■ Your Role and Responsibilities 

● Design, implement, and maintain large-scale ML pipelines and optimize model performance for training on massive robot datasets

● Design, deploy, and maintain distributed training clusters to reduce model development cycles

● Collaborate closely with VLA researchers to capture evolving ML infrastructure, data pre-processing, training, monitoring, evaluation, and deployment requirements and continuously improve ML pipeline through analysis and experimentation.

● Optimize ML infrastructure and pipeline for cost, performance, and reliability

● Design, develop, and maintain MLOps tools and platforms to ensure VLA researchers can efficiently visualize and analyze the performance

■ Experience and Qualifications

● Master’s degree in Computer Science, Engineering, or a related field (or equivalent practical experience).

● 5+ years of professional experience as a software engineer in MLOps engineering, machine learning, or robotics.

● Experience in deploying distributed systems to popular cloud services such as AWS, GCP, Azure.

● Experience in orchestration tools such as Airflow, Dagster, or Kedro.

High proficiency in PyTorch or JAX.

■ Additional Preferred Qualifications

● Experience with training and fine-tuning techniques for RL, VLM, and VLA models, including distillation, supervised fine-tuning, and policy optimization.

● Experience building ETL/ELT pipelines for data processing.

● Experience in hyper-parameter optimization.

● Experience in distributed training frameworks and cluster management for deep neural network training.
● High proficiency in SQL.

■ Good Reasons to Join

● Work at the cutting edge of AI and robotics, shaping real-world intelligent systems—not just theory

■ Work Location

Tokyo, Japan
 

Details will be provided during the meeting.

Career Opportunity for a Full-Stack Engineer in Japan!

■ Full-Stack Engineer

■ Company Overview

A research-driven organization at the intersection of AI and robotics, focused on advancing next-generation intelligent systems through cutting-edge research and real-world applications.

■ Your Role and Responsibilities 

● Design, develop and implement teleoperation systems, including real‑time control, low‑latency audio/video streaming and operator-facing interfaces.

● Work closely with robot operators to gather feedback from real‑world use and continuously improve the user experience.

● Provide data‑quality feedback through the teleoperation UI to encourage higher‑quality data collection.

● Develop and maintain applications that support data collection, such as internal tools and dashboards.

● Build intuitive web‑based interfaces for managing and monitoring data pipelines.

● Collaborate with VLA teams and Data/ML platform teams to ensure seamless data ingestion and workflow management.

● Design and implement APIs to facilitate data interactions between internal services and external data sources.

■ Experience and Qualifications

● Bachelor’s degree in Computer Science or a related field (or equivalent practical experience).

● 4+ years of professional experience as a full‑stack engineer.

● Proficiency in frontend frameworks such as Next.js, React or Vue.

● Proficiency in implementing backend solutions using such technologies as Go and Python FastAP

■ Additional Preferred Qualifications

● Experience developing real-time dashboards, robot control interfaces, or similar applications.

● Experience with web crawling and large-scale data processing is a plus.

● Familiarity with cloud platforms such as AWS, GCP or Azure.

● Strong understanding of web/mobile app development and real‑time communication protocols (WebSocket, MQTT, gRPC).

● Experience with ROS/ROS2 and related web tools (e.g., ROSBridge, Foxglove, Webviz).

■ Good Reasons to Join

● Work at the cutting edge of AI and robotics, shaping real-world intelligent systems—not just theory

■ Work Location

Tokyo, Japan
 

Details will be provided during the meeting.