Deep Learning Researcher
ABOUT PERCEPTRA
Perceptra is the leading deep health tech startup in Thailand. Our aim is to develop the artificial intelligence platform for the healthcare industry. Currently our first product Inspectra CXR is the best AI software for chest x-ray analysis in the SEA market, with 8 deep learning services deployed on the cloud supporting Radiologists’ workflow through website interface and API services connected directly to hospital’s IT systems. Today, our platform is actively used by 30+ hospitals nationwide.
ABOUT THE POSITION
Our research team is in charge of creating cutting edge algorithms which detect and diagnose a wide variety of medical conditions from medical images. As a deep learning researcher, you will work alongside some of the best minds in the field and implement the latest deep learning and computer vision algorithms, in a multidisciplinary and dynamic environment.
ROLES AND RESPONSIBILITY
- Design and implement medical imaging AI systems using deep learning and computer vision to detect conditions from multimodal data
- Drive end-to-end product development with clinical teams – from ideation through data collection, algorithm development, validation, and production deployment
- Publish research findings and implement state-of-the-art algorithms, while contributing to the ML/healthcare community
- Conduct rigorous model analysis, including UX evaluation and statistical validation for clinical efficacy
- Lead long-term research initiatives in medical AI imaging while staying current with latest developments
- Shape team practices and technical standards through peer collaboration and knowledge sharing
DESIRED CHARACTERISTICS
- Exceptional analytical skills in dissecting complex ML problems through rigorous mathematical frameworks and systematic problem-solving approaches
- Meticulous approach to research methodology, maintaining comprehensive documentation of experiments, hypotheses, results, and model iterations for reproducibility and knowledge sharing
- Proven ability to advance the field through high-impact publications and technical contributions, with strong scientific writing capabilities
- Collaborative mindset balancing independent research leadership with cross-functional engagement, fostering innovation across teams
KNOWLEDGE AND SKILLS
- Advanced expertise in deep learning frameworks (PyTorch, TensorFlow) with focus on computer vision, neural architectures, and implementing novel algorithms
- Advanced statistical knowledge and data analysis capabilities, including expertise in experimental design, hypothesis testing, and quantitative methods for ML model evaluation
- Strong software engineering foundation for ML research, including data pipeline design, version control, experiment tracking, and reproducible development practices
- MSc/PhD in Computer Science or related field with focus on computer vision
- 2+ years experience developing complex deep learning projects using Python ML frameworks
BENEFITS AND PERKS
- Monthly salary depending on experiences + performance-based bonus.
- Employee stock options (case-by-case basis).
- Life & health insurance package.
- Perks : computer budget, annual company retreat.
- Office close to BTS Thonburi.
- Work from home 1-3 days per week.