Senior Staff Machine Learning Engineer
Singapore - All - Fully Flexible
R
SGD 120K-135K (estimate) Senior-level Full Time
Tasks
- Bridge research to production systems
- Build conversational AI agents
- Build globally scalable ML systems
- Collaborate on large scale A B testing
- Create next generation agent assist solutions
- Define experimentation standards and evaluation metrics
- Define research vision and research agenda
- Develop multilingual real time NLP frameworks
- Drive model drift detection and continuous learning
- Implement model governance for fairness and explainability
- Lead end-to-end ML model development and deployment
- Mentor scientists and engineers
- Operationalize and monitor large-scale ML models
- Run offline and online model evaluations
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | AWS Batch | Amazon RDS | Amazon S3 | Aurora | B testing | Data Analysis | Docker | Elasticsearch | Experiment design | Explainable AI | Fairness | Few-Shot Learning | Few-shot | Fine Tuning | Information Retrieval | Kafka | Kubernetes | LLMs | Model Governance | Model Monitoring | MySQL | NLP | Offline evaluation | Online Experimentation | PyTorch | Python | Redis | Retrieval-Augmented Generation | Ruby | Snowflake | Statistical Analysis
Education
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