Machine Learning Specialist
Makati, Makati, Philippines
PHP 408K-420K (estimate) Mid-level Full Time
Tasks
- Apply model governance and versioning
- Architect model deployment using containers and orchestration
- Author technical documentation and architecture diagrams
- Build low latency high throughput model APIs
- Conduct machine learning research
- Design experimentation datasets and production data pipelines
- Develop model benchmarking and evaluation frameworks
- Ensure data quality for training and real time inference
- Implement CI CD pipelines for machine learning deployment
- Implement drift detection and quality gates
- Integrate models with internal platforms
- Mentor team members and conduct code reviews
- Optimize model performance with hyperparameter tuning and fine tuning
- Perform feature engineering and data augmentation
- Refactor research code into production codebases
Perks/Benefits
Skills/Tech-stack
CI/CD | Data Augmentation | Data Versioning | Docker | Drift Detection | Feature Engineering | Git | JAX | Kubernetes | MLOps | Model Explainability | Model Security | PyTorch | Python | SQL | TensorFlow
Education
Regions
Countries
States
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