Sr. Engineer, Machine Learning
Tasks
- Apply machine learning to large datasets
- Build end-to-end machine learning pipelines
- Build full stack machine learning solutions
- Clean and preprocess datasets
- Create automated test suites
- Deploy and integrate models in production
- Design machine learning models
- Develop machine learning API services
- Develop reusable libraries
- Evaluate and optimize machine learning models
- Implement machine learning algorithms
- Maintain machine learning software systems
- Mentor junior engineers
- Mitigate model bias
- Monitor model usage and performance
- Research emerging machine learning technologies
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Azure | Bias Mitigation | CI/CD | Data Engineering | Deep learning | Delta Tables | Docker | Ensemble Methods | Fairness | FastAPI | Feature Engineering | Flask | GCP | GraphQL | Keras | Language Processing | MSSQL | Machine Learning | Natural Language | Natural Language Processing | NoSQL | PySpark | PyTorch | Python | React | Reinforcement Learning | SQL | Scikit-learn | Supervised Learning | TensorFlow | Unsupervised Learning
Education
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