Senior Machine Learning Engineer (Fulfilment ETA)
Singapore, Singapore
SGD 147K-180K (estimate) Senior-level Full Time
Tasks
- Build dashboards to monitor model accuracy and service health
- Build optimization models for ETA quotation
- Conduct A/B experiments and data analysis
- Create pipelines for model retraining and parameter tuning
- Detect data drift and implement improvements
- Develop machine learning models for ETA prediction
- Document methodologies and findings
- Present solutions to non-technical stakeholders
- Serve models in production
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | Apache Spark | B testing | Causal Inference | Data Drift | Deep learning | ETL | Git | Machine Learning | Operations Research | PyTorch | Python | SQL | TensorFlow | Version control
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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