Field AI
3D Machine Learning Engineer
Irvine, CAmidAdded 2 days ago
About this role
FieldAI is seeking a 3D Machine Learning Engineer to develop embodied AI systems that integrate with real robots and field sensors in Southern California. You'll combine machine learning with rigorous engineering to create reliable, deployable AI solutions that improve through real-world robotic operations.
What you'll do
- Develop 3D machine learning models for robotic perception and field deployment
- Integrate AI systems with hardware sensors and real robot platforms
- Design risk-aware and reliable algorithms for field-tested applications
- Collaborate on embodied AI solutions beyond standard transformer architectures
- Conduct hardware testing and validation of deployed AI systems
- Iterate on models based on real-world robotic performance data
What they're looking for
- 3D machine learning and computer vision
- Python and ML frameworks (PyTorch, TensorFlow)
- Robotics systems integration
- Hardware-software integration experience
- Embodied AI and perception systems
- Real-world model deployment and validation
- Risk-aware system design
- Data engineering for field robotics
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