Senior Machine Learning Engineer
Johannesburg, South Africa
ZAR 745K-900K (estimate) Senior-level Full Time
Tasks
- Apply MLOps for model versioning retraining monitoring and scalability
- Build train and deploy regression classification clustering recommendation systems
- Conduct predictive analytics for business strategies
- Design end-to-end ML/AI pipelines
- Design, develop, and deploy machine learning models
- Develop conversational AI using large language models
- Document code processes and models for knowledge sharing
- Engineer and preprocess large datasets
- Evaluate and improve models using performance metrics and feedback
- Implement ETL ELT pipelines for AI data
- Implement natural language processing deep learning and computer vision solutions
- Improve model interpretability explainability and bias reduction
- Optimize models for latency accuracy and scalability on cloud
- Perform continuous integration and deployment for models
Perks/Benefits
- N/A
Skills/Tech-stack
AI Platform | AWS SageMaker | Apache Airflow | Azure ML | Computer Vision | Deep learning | Docker | ELT | ETL | GCP AI | GCP AI Platform | Hugging Face | Keras | Kubernetes | Language Models | Language Processing | Large Language Models | MLOps | MLflow | Natural Language | Natural Language Processing | PyTorch | Python | Scikit-learn | TensorFlow
Education
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