AI Engineer, Intern
Berkeley, California, United States
USD 78K-100K (estimate) Entry-level Internship
Tasks
- Assist with model optimization quantization batching distillation
- Build and validate machine learning models
- Build inference APIs and batch scoring workflows
- Design data pipelines and AI storage
- Document experiments design decisions and runbooks
- Evaluate models using defined metrics
- Identify fairness interpretability and privacy concerns
- Implement model versioning
- Integrate model outputs with backend services
- Monitor dashboards and logging
- Perform root cause analysis for production issues
- Run large-scale experiments
- Set up CI/CD pipelines
- Support ablation studies and error analysis
- Translate product requirements into AI problem statements
Perks/Benefits
- Collaborative team
- Donation-matching program
- Flexible PTO
- Flexible schedule
- Lunch stipend
- Medical coverage
- Team building events
- Wellness programs
- Wellness reimbursement
Skills/Tech-stack
Ablation Study | Batching | CI/CD | Docker | Error Analysis | JAX | Knowledge Distillation | Logging | Model versioning | Monitoring | Optax | Orbax | Pandas | PyTorch | Python | Quantization | Rust | SQL
Education
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