Staff Product Manager, Applied AI

Job description

Job responsibilities

• Own and maintain the physical AI model roadmap: product vision, milestones, and release cycles for the core model stack
• Drive the integration, adaptation, and fine-tuning of foundation models into Apollo's autonomy stack. Sequence which capabilities graduate into the shipping model, balancing capability velocity against reliability and…
• Translate customer use cases into model capability requirements and acceptance criteria
• Partner with our data collection and evaluation team on benchmarks, real-world evaluation, and the success criteria that gate real-world deployment.
• Own the data strategy that feeds model development: define what to collect and why, the target tasks and behaviors, and the quality bar.
• Align data technology and operations teams on collection techniques, tooling, and quality expectations.
• Define and prioritize use cases based on business impact, feasibility, and customer needs.
• Ensure that product development efforts align with real-world economic value for customers.

Job requirements

• 7+ years of experience in product management
• Strong understanding of modern robot learning techniques including imitation learning, reinforcement learning
• Demonstrated experience integrating, adapting, or fine-tuning models
• Strong familiarity with the constraints of running large neural networks on physical edge devices
• Strong analytical skills with experience in performance tracking and data-driven decision-making.
• Excellent communication skills, both verbal and written, enabling translation of technical insights into business impact.
• You make decisions in uncertainty, prioritizing velocity over perfection
• You prioritize user feedback, promoting and advocating for that voice to internal teams.