Senior Machine Learning Platform Engineer
Tasks
- Apply security and compliance best practices
- Build cloud pipelines for training evaluation inference
- Design scalable ML infrastructure
- Enforce reliability and observability
- Ensure CI CD for ML pipelines
- Implement model versioning and experiment tracking
- Ingest index store large scale video data
- Maintain MLOps workflows
- Manage ML infrastructure with IaC
- Mentor and guide junior engineers
- Operate distributed training and inference pipelines
- Optimize performance and cost across cloud and edge
- Set technical direction
- Set up monitoring logging and alerting
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Airflow | Alerting | Auto Scaling | CI/CD | CloudFormation | DDP | Data Preprocessing | Data Retrieval | DeepSpeed | Distributed Systems | Distributed Training | Docker | EKS | FSDP | GPU Orchestration | Horovod | Indexing | Karpenter | Kubeflow | Kubernetes | Logging | MLOps | MLflow | Monitoring | Observability | OpenSearch | Pinecone | PyTorch | Python | Ray | SageMaker | Terraform | TypeScript | Vector Databases | Video ingestion | Weaviate
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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