MAPF Principal Architect – AI-Driven Multi-Agent Systems

Tykhe Inc; Redwood City (CA); On-site; USD 150,000 - 200,000; Full time

Job summary

A technology company in California is seeking a Principal Architect to lead the design of intelligent MAPF systems. You will define architectural direction, integrate machine learning and reinforcement learning, and build core capabilities for autonomous decision-making. Strong knowledge of path planning and experience with deployment in production environments are critical. This role offers a chance to shape the future of scalable systems and make an impact in the AI field.

Qualifications

• Strong knowledge of optimization techniques for multi-agent systems.
• Proven experience in building and deploying ML models in production.
• Experience with CI/CD for models and pipeline orchestration.

Responsibilities

• Lead the design of scalable MAPF systems.
• Integrate machine learning into systems.
• Build capabilities for autonomous decision-making.

Skills

Path planning knowledge

Machine learning understanding

Deep learning experience

Python proficiency

MLOps experience

Concurrency understanding

Distributed systems experience

Tools

TensorFlow

PyTorch

Docker

Kubernetes

Google Cloud Platform

Job description

A technology company in California is seeking a Principal Architect to lead the design of intelligent MAPF systems. You will define architectural direction, integrate machine learning and reinforcement learning, and build core capabilities for autonomous decision-making. Strong knowledge of path planning and experience with deployment in production environments are critical. This role offers a chance to shape the future of scalable systems and make an impact in the AI field.