Principal Machine Learning Engineer

Overview

A1 is building a proactive AI system that understands context across conversations, plans actions, and carries work forward over time.

A1 is building a proactive AI system that understands context across conversations, plans actions, and carries work forward over time.

Responsibilities

• Build and own end-to-end ML pipelines spanning data, training, evaluation, inference, and deployment.
• Fine-tune and adapt models using state-of-the-art methods such as LoRA, QLoRA, SFT, DPO, and distillation.
• Architect and operate scalable inference systems, balancing latency, cost, and reliability.
• Design and maintain data systems for high-quality synthetic and real-world training data.
• Implement evaluation pipelines covering performance, robustness, safety, and bias, in partnership with research leadership.
• Own production deployment, including GPU optimization, memory efficiency, latency reduction, and scal...