Senior Specialist Machine Learning Engineer
Tasks
- Automate model deployment with CI/CD
- Build containerized services with Docker
- Deploy models to production
- Design ML system architecture
- Detect model drift
- Ensure model governance and compliance
- Implement automated testing for pipelines
- Implement scalable ML pipelines
- Integrate feature stores
- Integrate models into APIs
- Lead MLOps workshops
- Maintain technical documentation
- Mentor junior ML engineers
- Monitor models in production
- Orchestrate workloads with Kubernetes
- Set up batch and real time inference
- Track model lineage
- Translate ML prototypes to production code
- Validate data for pipelines
Perks/Benefits
Skills/Tech-stack
AWS EC2 | AWS IAM | AWS S3 | Access Control | Amazon CloudWatch | Amazon EKS | Amazon SageMaker | Apache Airflow | Bash | CI/CD | Databricks | Docker | Encryption | Evidently AI | Feast | Feature Store | Grafana | KMS | Kubeflow | Kubernetes | Lineage Tracking | MLflow | Model Serving | Model versioning | Prometheus | PyTorch | Python | Real Time | Real-time Model Serving | Reproducibility | Role-Based Access | Role-Based Access Control | SQL | Scikit-learn | TensorFlow | Terraform | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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