Machine Learning/AI Engineer
Ho Chi Minh City, Ho Chi Minh, Vietnam
CAD 135K-155K (estimate) Mid-level Full Time
Tasks
- Build ML services and APIs
- Conduct code reviews
- Conduct design reviews
- Define offline evaluation metrics
- Design ML model architectures
- Design for cold start
- Design for data drift
- Design for feedback loops
- Design for label leakage
- Design for train serve skew
- Ingest data for ML training
- Integrate ML models into production systems
- Investigate root causes before proposing solutions
- Make ML versus heuristic decisions
- Make build-versus-buy decisions
- Mentor team members
- Monitor ML systems
- Own ML systems end to end in production
- Partner with product and design stakeholders
- Perform model rollback
- Retrain ML models
- Run online A/B tests
- Serve ML models
- Set technical direction for ML initiatives
- Track business KPI metrics
- Train ML models
- Translate business problems into ML problems
- Translate model insights into decision narratives
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | B testing | BigQuery | Deep learning | Google Cloud | LLM | Machine Learning | Python | SQL
Education
N/A
Roles
AI | AI Engineer | Engineer | Learning Engineer | Machine Learning Engineer
Regions
Countries
States
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