G04 - Data Scientist (Mirage)
Tasks
- Build and integrate REST APIs for ML workflows
- Collaborate with software engineers to integrate ML into products
- Debug integration issues affecting ML workflows
- Design and conduct machine learning experiments
- Develop preprocessing and imputation pipelines
- Diagnose training failures and poor model outputs
- Participate in agile rituals and code reviews
- Translate research into practical prototypes
- Tune hyperparameters and refine model architectures
- Write user facing documentation for ML models
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Anonymization | CI/CD | Data Generation | Data Preprocessing | Differential Privacy | FastAPI | Flask | Git | Hyperparameter Tuning | Imputation | Machine Learning | Privacy Metrics | PyTorch | Python | REST APIs | Scikit-learn | Synthetic Data Generation | Synthetic data | TensorFlow
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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