Senior MAPF Architect for ML-Driven Robot Navigation

GreyOrange; San Francisco (CA); On-site; USD 225,000 - 265,000; Full time

Job summary

A leading company in AI-driven robotics is seeking a Principal Architect to lead the design of their Multi-Agent Path Finding algorithm. The ideal candidate will have over 10 years of experience, expertise in machine learning, and a strong background in software development. This role offers competitive compensation, with a salary range of $225,000 - $265,000, and is located in the San Francisco Bay Area.

Qualifications

• 10+ years of total experience in academia or industry.

Responsibilities

• Define the technical roadmap for navigation.
• Lead design and implementation of ML model pipelines.
• Own production deployment of ML/RL models.
• Integrate ML pipelines with robotic orchestration engines.
• Collaborate with software, robotics, product, and operations teams.

Skills

Path planning

Graph search algorithms

Optimization techniques

Machine learning

Deep learning

Reinforcement learning

TensorFlow

PyTorch

Python

Docker

Kubernetes

Google Cloud Platform

CI/CD for models

Concurrency

Distributed systems

Education

M.S/Ph.D in Computer Science, AI/ML

Job description

A leading company in AI-driven robotics is seeking a Principal Architect to lead the design of their Multi-Agent Path Finding algorithm. The ideal candidate will have over 10 years of experience, expertise in machine learning, and a strong background in software development. This role offers competitive compensation, with a salary range of $225,000 - $265,000, and is located in the San Francisco Bay Area.