Machine Learning Ops Lead
Tasks
- Build and maintain production grade MLOps systems
- Deploy and manage ML workloads on Kubernetes
- Design deploy and operate end to end machine learning pipelines
- Ensure model reliability and SLA compliance
- Ensure secure handling of sensitive data
- Implement CI and CD pipelines for model training and deployment
- Implement NIST AI risk management controls
- Implement model documentation and bias detection
- Integrate ML pipelines with ETL and enterprise data platforms
- Lead delivery pod and provide technical mentorship
- Monitor model performance and data drift
- Support machine learning governance and lifecycle management
- Translate regulatory requirements into ML system architectures
- Use MLflow for experiment tracking and model registry
Perks/Benefits
- 401k matching
- Certification reimbursement
- Dental insurance
- Health insurance
- Paid Holidays
- Paid time off
- Professional development
- Vision insurance
Skills/Tech-stack
AI Risk Management Framework | AWS | Automated testing | Azure | Bias detection | CI/CD | Data Drift | Data Lake | Data Warehouse | Data drift monitoring | Drift monitoring | ETL | GCP | Kubernetes | MLflow | Management Framework | Model Documentation | Model Registry | NIST AI | NIST AI Risk | NIST AI Risk Management | NIST AI Risk Management Framework | PyTorch | Python | Risk Management Framework | Software Documentation | TensorFlow | Terraform | Version control
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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