Technical Consultant – Machine Learning
Tasks
- Assess model bias
- Build ML CI/CD pipelines
- Build machine learning pipelines
- Collaborate with risk and compliance teams
- Deploy batch machine learning
- Deploy machine learning solutions
- Deploy real time machine learning
- Design data pipelines
- Design machine learning models
- Detect model drift
- Develop feature engineering workflows
- Enhance internal ML platforms
- Ensure governance compliance
- Implement inference workflows
- Implement model monitoring
- Implement model retraining
- Implement model testing
- Implement model versioning
- Maintain machine learning models
- Monitor model performance
- Optimize infrastructure cost efficiency
- Optimize infrastructure performance
- Optimize infrastructure scalability
- Train machine learning models
- Work with cloud data warehouses
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Amazon SageMaker | Azure | CI/CD | Data Pipelines | Feature Engineering | GCP | Google Vertex | Google Vertex AI | Inference | LLMs | MLOps | Machine Learning | Model Monitoring | Model versioning | PyTorch | Python | SQL | TensorFlow | Vertex AI
Education
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