Senior Autonomy ML Engineer - Real-Time Perception

Joby Aviation Inc; California; Sur place; USD 181 000 - 250 000; Plein temps

Avantages offerts par ce poste

Healthcare benefits

401(k) plan with company match

Employee stock purchase plan (ESPP)

Résumé du poste

Joby Advanced Development seeks an Autonomy Senior Machine Learning Engineer to design and build perception and reasoning algorithms for the Superpilot autonomy stack. You will train perception models, develop robust perception software for autonomous flight, and apply a data-centric approach to AI solutions for simulation and sensing with cameras, lidars, and radar.

You will work with sensing, controls, and flight software engineers to deliver safe, autonomous flight across multiple aircraft

Qualifications

• Degree in computer science, aerospace engineering, or related field.
• 8+ years of experience in machine learning.
• Experience in developing software and systems for autonomous vehicles.
• Strong proficiency in python.
• Extensive practical knowledge of state-of-art models for real-time perception.
• Deep understanding of 3D computer vision and machine learning for video.
• Ability to invent and quickly prototype technical solutions in autonomy.
• Proven ability to document complex technical designs, architectural trade-offs, and implementation roadmaps.
• Champion of software best practices, including rigorous code reviews and mentorship.
• Excellent communication skills for collaborating with cross-functional teams.

Responsabilités

• Autonomy ML Development: Design, train, and maintain state-of-the-art ML models for perception on autonomous aircraft.
• Autonomy Technical Solutions: Optimize and tune real-time AI perception algorithms for autonomous aircraft.
• Collaborate with Superpilot team to ideate, plan and execute high-quality, well-integrated solutions and features.
• Monitor system health and performance, proactively addressing issues and providing user support.
• Contribute to software development for data management, annotation, and curation.
• Contribute to autonomy modeling, simulation, and analysis software tooling.

Connaissances

Python

Machine learning

Autonomy software

3D computer vision

C++

MLOps

ROS2

DDS systems

Real-time perception

Formation

Bachelor's degree in computer science, aerospace engineering, or related field

Outils

MLflow

Kubeflow

ROS2

DDS

Description du poste

Joby Advanced Development seeks an Autonomy Senior Machine Learning Engineer to design and build perception and reasoning algorithms for the Superpilot autonomy stack. You will train perception models, develop robust perception software for autonomous flight, and apply a data-centric approach to AI solutions for simulation and sensing with cameras, lidars, and radar.

You will work with sensing, controls, and flight software engineers to deliver safe, autonomous flight across multiple aircraft