Software Engineer III - Machine Learning Platform
Palo Alto, CA, United States
USD 170K-186K (estimate) Senior-level Full Time
Tasks
- Build and operate training infrastructure on Kubernetes
- Collaborate with engineering teams to define interfaces standards and guardrails
- Create CI CD and standardized training workflows
- Design build and maintain ML training platform
- Enable Gen AI and LLM training and fine tuning
- Implement observability for training systems
- Profile and optimize training performance and cost
- Run and optimize GPU training workloads
Perks/Benefits
- Backup childcare
- Financial coaching
- Health care
- Mental health support
- On-site health and wellness centers
- Retirement savings plan
- Tuition reimbursement
Skills/Tech-stack
AWS EKS | Alerting | Amazon Web Services | CI/CD | Checkpointing | DDP | Dashboards | Deep learning | DeepSpeed | Distributed Training | Docker | FSDP | Kubernetes | Logging | Machine Learning | Metrics | Mixed Precision | NVIDIA GPU | Observability | PyTorch | Python | TensorFlow | Web Services
Education
N/A
Regions
Countries
States
Cities
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