Member of Technical Staff Responsibilities:
- Build and improve ML components across data, training, evaluation, and inference.
- Fine-tune and adapt models as part of larger production systems.
- Implement evaluation and testing to understand model behavior.
Member of Technical Staff Outcomes:
- ML models in production meet expected accuracy, latency, and reliability targets.
- Production issues are identified quickly, debugged effectively, and root causes addressed.
- Collaborates effectively with engineers, product, and research teams.
Qualifications:
- Strong foundations in machine learning and modern neural architectures.
- Artificial Intelligence (AI) experience required.
- Comfortable writing production-quality code and learning new tools quickly.
Unknown
This company builds core ML components for large-scale production systems. They emphasize real-world learning, iteration, and collaboration with senior engineers.