Site Reliability Engineer - Machine Learning
Tasks
- Architect agentic behaviors and machine learning models at scale
- Collaborate with domain experts to define ML tasks
- Containerize models and services
- Implement MLOps and Agent Ops pipelines
- Monitor model performance and reliability
- Orchestrate end to end ML lifecycle from conception to production
- Research and deploy foundation models and self supervised methods
- Test debug and optimize ML models
- Version machine learning models
Perks/Benefits
- Dental insurance
- Disability insurance
- Employee stock purchase plan
- Life insurance
- Medical insurance
- Paid parental leave
- Paid time off
- Retirement plans
- Tax Savings Plans
- Vision insurance
Skills/Tech-stack
Bash | Containerization | Data Structures | Deep learning | Git | Linux | Machine Learning | Model versioning | Monitoring | NumPy | Pandas | PyTorch | Python | Scikit-learn | Software Architecture
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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