Engineering Manager - Machine Learning
Tasks
- Build model training pipelines
- Deploy machine learning models to production
- Design distributed compute systems
- Develop model serving frameworks
- Establish MLOps system architecture
- Lead machine learning infrastructure team
- Mentor and coach engineers
- Monitor model performance
- Optimize GPU cluster utilization
- Partner across ML engineering data science and research teams to define infrastructure requirements
Perks/Benefits
Skills/Tech-stack
BigQuery | CUDA | Distributed Systems | Docker | GCP | Kubernetes | Language Models | Large Language Models | MLOps | Machine Learning | Model Serving | Postgres | Prefect | PyTorch | Python | Ray | Weights and Biases
Education
N/A
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