Data Scientist (Mirage/Data Practice/AI)
KSG51588 Singapore (KSG51588)
SGD 132K-204K (estimate) Entry-level Full Time
Tasks
- Build AI agents
- Create vector databases
- Deploy retrieval augmented generation
- Design synthetic data generation experiments
- Develop imputation and preprocessing pipelines
- Develop microservices components
- Develop privacy proof of concepts
- Diagnose training failures and poor outputs
- Evaluate privacy solutions
- Implement REST APIs
- Integrate generation engine into production systems
- Run pilot programs with government agencies
- Tune model hyperparameters
Perks/Benefits
- Coaching
- Employee referral support
- Hybrid work environment
- Learning opportunities
- Well-being programs
Skills/Tech-stack
3D Geometry | AWS | CGAL | CI/CD | Differential Privacy | FastAPI | Federated Learning | Flask | Git | Homomorphic Encryption | Hyperparameter Tuning | Machine Learning | Mesh manipulation | Microservices | Next.js | OpenAI | OpenGL | Prompt engineering | PyTorch | Python | RAG | REST APIs | React | Retrieval-Augmented Generation | Scikit-learn | TensorFlow | Three.js | Vector Databases
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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