- Architect and build robust ML and deep learning models for navigation and control systems.
- Design and implement reinforcement learning agents within simulation environments.
- Drive end-to-end development and deployment of production-grade ML models.
- Collaborate closely with cross-functional teams across robotics, perception, and infrastructure.
- Evaluate and integrate classical and modern path planning algorithms (e.g., A*, RRT, etc.).
- Leverage simulation tools to test and validate navigation models in virtual environments.
- Guide the implementation of MLOps best practices, including data pipelines, training, deployment, and monitoring.
- Stay ahead of emerging trends in AI, reinforcement learning, and robotics.
- Strong expertise in machine learning and deep learning frameworks (e.g., TensorFlow, PyTorch).
- Hands-on experience in building and deploying production-grade ML models.
- Demonstrated experience with simulation environments (e.g., Gazebo, CARLA, Unity).
- Deep understanding and practical application of reinforcement learning algorithms.
- Proficiency in classical and modern path planning algorithms (A*, RRT, D* Lite, etc.).
- Solid understanding of robotics fundamentals, such as kinematics and motion control.
- Experience working in physical domains like warehouse automation, autonomous vehicles, or logistics.
- Familiarity with cloud-based ML services (e.g., Google Vertex AI, AWS Sagemaker, Azure ML).
- Knowledge of the full ML lifecycle, including data collection, training, MLOps, and CI/CD deployment pipelines.
- Published research in AI, Robotics, or Navigation in reputed journals or conferences.
- Expertise in multi-robot path planning algorithms and coordination strategies.
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Principal Architect – Navigation - San Francisco - FlairX
Description
Overview
Job Title: Principal Architect – Navigation (AI/ML) (RL & Simulation focused)
Location: San Francisco, CA (Hybrid)
Job Type: Full-time
About the Role
We are seeking a highly skilled and visionary Principal Architect – Navigation (AI/ML) for a robotics unicorn based in San Francisco, CA. Backed by over $500 million in funding from top-tier investors, our client is at the forefront of developing cutting-edge machine learning technology. They are building pioneering intelligent automation systems that power some of the world's largest warehouses and retail operations.
This role needs design and development of cutting-edge navigation systems powered by machine learning and deep learning. This role is critical to driving innovation in intelligent path planning and autonomous decision-making, with real-world applications in robotics, logistics, warehouse automation, and beyond. You will play a key leadership role in shaping our ML-driven navigation stack—from research and prototyping to production deployment in high-scale environments.
Responsibilities
Must-Have Technical Expertise
Nice-to-Have Qualifications
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Principal Architect – Navigation
Only for registered members San Francisco
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Principal Architect – Navigation
Only for registered members San Francisco
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Principal Architect – Navigation
Only for registered members San Francisco
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Principal Architect Navigation
Only for registered members San Francisco
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Principal Architect – Navigation
Only for registered members San Francisco, CA
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Principal Architect – Navigation
Only for registered members San Francisco
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Principal Architect Navigation
Only for registered members San Francisco
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Principal Architect Navigation
Only for registered members Redwood City
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Principal Architect Navigation
Only for registered members Redwood City, CA
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Principal Architect
Only for registered members San Francisco
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Principal Architect
Only for registered members San Francisco
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Filenet Developer
Only for registered members San Francisco, CA
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Solutions Architect
Only for registered members San Francisco
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Founding Autonomy Engineer
Only for registered members San Francisco, CA
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Architectural Project Manager
Only for registered members San Francisco, CA
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Solutions Architect
Only for registered members San Francisco
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Founding Autonomy Engineer
Only for registered members San Francisco
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Architectural Project Manager
Only for registered members San Francisco
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Senior Software Engineer, Financial Crimes
Only for registered members San Francisco, CA, United States
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Construction Project Manager
Only for registered members San Francisco
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Construction Project Manager
Only for registered members San Francisco, CA