2 дня назад
Principal Robotics Machine Learning Engineer (Robotics AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal Robotics Machine Learning Engineer (Robotics AI): Developing and deploying learned manipulation models for the Apollo humanoid robot, from data engine design and simulation prototyping to real-world training and on-robot deployment, with an accent on computer vision, deep learning, and reliable physical-hardware performance. Focus on diagnosing calibration, geometry, sensor fusion, model, and data bottlenecks, transferring policies from simulation to hardware, and mentoring robotics engineers.
Location: Austin, TX, United States
Company
Human-centered robotics company developing AI-powered humanoid robots for manufacturing, logistics, healthcare, home, and other applications.
What you will do
- Implement and deploy state-of-the-art machine learning models for open-world object manipulation on physical robotic hardware.
- Design and drive the manipulation-learning data engine, including collection strategy, curation, annotation, and synthetic-to-real data workflows.
- Lead the development cycle from simulation prototyping through model transfer, fine-tuning, and deployment on the robot.
- Diagnose performance bottlenecks across computer vision, calibration, geometry, sensor fusion, models, and data, prioritizing fixes for production reliability.
- Set architectural standards, conduct code reviews, and mentor robotics engineers and future technical leaders.
Requirements
- 5+ years of deploying machine learning models on robotic systems in production.
- Expertise with CNNs, transformers, and VLAs.
- Proficiency in Python, C++, and PyTorch, with experience building real-time robotic software stacks.
- Experience with data collection, annotation, synthetic data generation, 6D pose estimation, camera calibration and extrinsics, point cloud processing, and visual servoing.
- Experience calibrating and tuning high-degree-of-freedom robotic manipulators and deploying algorithms on physical hardware.
- BS, MS, or PhD in Robotics, Computer Science, Electrical Engineering, or a related field, plus 7+ years of relevant experience or 5+ years with a PhD.
Nice to have
- Experience with distributed training and MLOps principles.
- Experience with VR or haptic teleoperation interfaces and retargeting algorithms.
- Experience with IsaacSim, MuJoCo, or Drake for policy training and validation.
- Experience automating dynamic real-world material handling with robotic manipulators.
Culture & Benefits
- Work at the intersection of applied AI, robotics research, and scalable production software.
- Operate with high ownership, fast feedback, and low bureaucracy.
- Work in an intense, focused, and sustainable startup environment.
- Direct-hire position with equal employment opportunity practices.
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