Member of Technical Staff, Machine Learning

About the role

As a Member of Technical Staff in Machine Learning you will build core ML components and work on real production systems from day one, gaining experience with large‑scale ML outside of research settings.

Key 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.
• Help build and maintain data pipelines for real‑world and synthetic data.
• Debug model issues, performance problems, and production incidents.
• Ship improvements iteratively and learn from real user feedback.
• Work closely with senior ML engineers and product teams.
• Operate under production constraints such as latency, cost, reliability, and safety.

Required profile

• Strong foundations in machine learning and modern neural architectures.
• Hands‑on experience training, fine‑tuning, or deploying ML models.
• Comfortable writing production‑quality code and learning new tools quickly.
• Curious, coachable, and eager to learn from real systems in production.
• Able to work through ambiguity with guidance and grow ownership over time.
• Bias toward shipping, iteration, and continuous improvement.

Required skills

• Python
• PyTorch
• JAX
• Production ML systems running on GPUs