Open Full-Time Roles
ML/AI Engineer (Foundation Models)
Responsibilities
- R&D on medical‑AI foundation models; design training and evaluation pipelines
- Pre‑processing, feature extraction, and inference optimization for multimodal/time‑series data
- Improving data infrastructure and MLOps to enhance model generalization
Requirements
- Hands‑on experience with PyTorch or a similar framework
- Solid understanding of machine learning and statistics; disciplined in code review and reproducibility
- Fluency in Japanese or English
Nice‑to‑Haves
- Experience with medical data (sensors, time‑series, imaging, etc.)
- Familiarity with MLOps (Docker, Kubernetes, MLflow) and distributed training
- Experience publishing papers, presenting at conferences, or filing patents
Employment: Full‑time | Location: Shibuya (Tokyo) or Soden (Gifu) | Work style: Primarily on‑site
Hours: 9 AM – 6 PM | Salary: From ¥250,000 per month (commensurate with skills)
Hardware Engineer (Medical Devices)
Responsibilities
- Sensor design, prototyping, and evaluation
- Design, implementation, and verification in accordance with regulatory standards
- Technical coordination for transfer to mass production
Requirements
- Professional experience in circuitry, mechanics, or embedded systems
- Basic understanding of safety standards
- Fluency in Japanese or English
Nice‑to‑Haves
- Experience with medical‑device regulations or mass‑production design
- Skills in measurement systems, 3D CAD, and PCB design
Employment: Full‑time | Location: Shibuya (Tokyo) or Soden (Gifu) | Work style: Primarily on‑site
Hours: 9 AM – 6 PM | Salary: From ¥250,000 per month (commensurate with skills)
QA/RA Specialist: Employment type
Responsibilities
- Build and operate a QMS; plan and execute regulatory strategy
- Manage submission documents, audits, and regulatory compliance in Japan and abroad
Requirements
- Practical experience with ISO 13485 or the Japanese QMS Ordinance
- Direct experience interacting with regulatory agencies and certification bodies
- Fluency in Japanese or English
Nice‑to‑Haves
- Experience with SaMD/AI medical‑device submissions; knowledge of PMDA, FDA, CE
- Leadership in launching a QMS from 0→1
Employment: Full‑time | Location: Ebisu (Tokyo) or Soden (Gifu) | Work style: Primarily on‑site
Hours: 9 AM – 6 PM | Salary: From ¥500,000 per month (commensurate with skills) | Benefits: Full social insurance
Internships & Part-time Opportunities (Students Welcome)
ML Engineer (Foundation Model R&D)
- Analyze biosignal data and create training datasets
- Design and implement ML/DL algorithms
- Explore new architectures, parallelization, and acceleration techniques
Required: PyTorch experience | Preferred: Hands‑on deep‑learning experience
Pay: ¥1,100–2,000 per hour | Workload: Up to 20 hours/week; flexible schedule
iOS / Android App Engineer
- Design, develop, and maintain iOS and Android applications
- Implement UI/UX features on the front‑end
- Optimize performance, resolve crashes, and support OS version updates
Required: iOS/Android development experience | Preferred: API integration or on‑device ML
Pay: ¥1,100–2,000 per hour | Workload: Up to 20 hours/week; flexible schedule
Embedded Engineer
- Microcontroller programming, firmware implementation, soldering, and basic electronics
- Board design or prototype development as needed
Required: Experience in simple circuit design and microcontroller programming (any language)
Preferred: App integration experience
Pay: ¥1,100–2,000 per hour | Workload: Up to 20 hours/week; flexible schedule
Hardware Engineer (Prototyping & Housing)
- 3D CAD modeling, 3D printing, and fit/wearability studies
- Collaborate with embedded and app engineers to optimize device enclosures
Required: Experience with 3D CAD (e.g., Autodesk) and 3D printing
Preferred: MVP or prototype experience for wearable devices
Pay: ¥1,100–2,000 per hour | Workload: Up to 20 hours/week; flexible schedule
Selection Process
- Application (CV, portfolio, GitHub, publications, etc.)
- Document screening (conducted online)
- Interviews (~2 rounds); assignment as applicable
- Final interview and offer negotiation
- Offer
Typical lead time: 2–4 weeks from application to offer.
Company Information / Contact
Company name: nonat Inc.
Headquarters: Room 202, Kawaharu Building, 5‑15 Soden‑Sakaemachi, Gifu City, Gifu Prefecture, Japan
Tokyo Lab: Room 711, Lions Plaza Ebisu, 3‑25‑3 Higashi, Shibuya‑ku, Tokyo 150‑0011, Japan
Representative: Keisuke Ito | Established: February 2023
Business areas: Medical‑AI foundation‑model R&D / Medical‑device development
Website: https://nonat-home.com/en/
Careers contact: careers@nonat.co.jp
