About Oncoshot
Oncoshot is a federated data company transforming oncology research by enabling secure, privacy-preserving collaboration between cancer institutions and pharmaceutical partners. Our Federated Data Platform connects real-world patient data across institutions without moving or exposing sensitive information.
We are expanding our AI team in Singapore to strengthen our privacy-preserving machine learning and data infrastructure capabilities.
Role Overview
We are looking for a Python Engineer who thrives on solving complex data and AI challenges. You will work directly under the CTO on initiatives that ensure privacy, reliability, and scalability of AI solutions within Oncoshot’s federated ecosystem.
This role offers exposure to cutting-edge work in PII masking, real-time data pipelines, LLM validation, and AI governance.
Key Responsibilities
- Develop and deploy a transformer-based model for PII data masking across clinical datasets.
- Build and maintain real-time data pipelines between partner cancer institutions and Oncoshot’s Federated Platform.
- Design validation frameworks for evaluating and monitoring the accuracy and consistency of LLM-based outputs.
- Contribute to AI governance and security, ensuring compliance with internal and external data protection requirements.
- Participate in code reviews and ensure high-quality, well-tested, and maintainable code.
- Collaborate closely with other engineers, data scientists, and stakeholders to deliver production-grade AI tools.
Requirements
- 2+ years of hands-on Python experience, including OOP and async programming.
- Strong discipline for unit testing and passion for handling edge cases.
- Familiarity with ML model evaluation metrics (precision, recall, F1, R², etc.).
- GitHub workflow experience (branches, pull requests, code reviews).
- Working knowledge of Hugging Face, JIRA/Confluence, and VS Code.
- Solid organizational skills and ability to switch between multiple active projects.
- Bonus: Background in mathematics, statistics, or machine learning.
Why Join Oncoshot
- Work on real-world AI and data privacy problems that impact cancer research globally.
- Collaborate with a small, focused team of AI engineers and researchers.
- Contribute to meaningful technology that protects patient data while accelerating clinical research innovation.
- Office conveniently located in one-north, Singapore’s innovation district.
