Senior Machine Learning Engineer
Johannesburg, South Africa
A ZAR 700K-920K (estimate) Senior-level Full Time
Tasks
- Apply MLOps best practices
- Automate model training and deployment
- Build machine learning pipelines
- Collaborate with cross-functional teams
- Conduct A/B testing
- Deploy models to production
- Design machine learning models
- Develop monitoring tools
- Integrate research into ML solutions
- Monitor model performance and drift
- Optimize model performance
- Perform feature engineering and data processing
- Retrain models continuously
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | Amazon SageMaker | Automl | Azure | B testing | CI/CD | CNN | Cloud platform | Computer Vision | Data Preprocessing | Deep learning | Docker | Feature Engineering | Git | Google Cloud | Google Cloud Platform | Hadoop | Hyperparameter Tuning | Kubeflow | Kubernetes | MLOps | MLflow | Machine Learning | Model Interpretability | Model Monitoring | NLP | NoSQL | NumPy | Pandas | PyTorch | Python | RNN | Reinforcement Learning | SQL | Scikit-learn | Spark | TensorFlow | Transformers
Education
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