Sr Machine Learning Engineer — Agentic Systems
SGP - Central Singapore - Corp - Temasek Blvd
SGD 106K-120K (estimate) Senior-level Full Time
Tasks
- Build and maintain ML pipelines
- Collaborate with cross-functional teams
- Contribute to data engineering pipelines
- Define and implement guardrails for agent actions
- Deploy models into production
- Design and build AI ML models for risk management
- Develop machine learning models
- Establish evaluation systems
- Implement retrieval and grounding pipelines
- Improve runtime performance and observability
- Monitor and evaluate model performance
- Preprocess large datasets
Perks/Benefits
Skills/Tech-stack
AI | API Design | AWS | Azure | CI/CD | Data Engineering | Deep learning | Embeddings | GCP | ML pipelines | Machine Learning | Model Deployment | Model Tuning | Neural Networks | PyTorch | Representation Learning | Reranking | Retrieval | Risk Management | SQL | Scikit-learn | Sequence Models | Software Engineering | TensorFlow | Transformers
Education
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