Data Scientist (Mirage/Data Practice/AI)
Core
Architect Singapore's digital future by developing synthetic data generation models, privacy-preserving technologies, and cloud-native AI applications for government and industry partners.
Role type
Senior IC Data Scientist (AI/ML)
Builds
Synthetic data generation engines, privacy-preserving proof-of-concepts, AI Agents, RAG systems, and 3D geometric modeling tools.
Domain
Government digital transformation, Privacy-Enhancing Technologies (PETs), Cloud-native AI
Deliverable
production ML models | product features | infrastructure
Required skills
Machine learning model development and experimentation, Python programming, ML frameworks (PyTorch, TensorFlow), Backend API development (FastAPI), Cloud environment management (AWS), Academic research synthesis, Prompt engineering, AI Agents and RAG development, 3D modeling or CAD software proficiency
Preferred skills
Experience with DDPM, ARF, Gaussian Copula, Homomorphic Encryption, Differential Privacy, Federated Learning, Microservices architecture, Next.js/React integration
Technologies
PyTorch, TensorFlow, scikit-learn, FastAPI, AWS, Next.js, React, Blender, Revit, OpenGL, CGAL, Three.js
Responsibilities
Design and conduct experiments to evaluate emerging Synthetic Data Generation models; Collaborate with software engineers to build product features requiring ML input; Diagnose issues with training failures and integrate generation engines into production systems; Execute rigorous experiments to evaluate privacy solutions and translate research into deployable proof-of-concepts; Collaborate with government agencies to design pilot programmes and provide technical consultation; Develop and deploy AI Agents, RAG, and vector/graph databases within microservices architecture.
Seniority
Mid-Senior, hands-on IC