Field AI
Agentic AI/ML Engineer, Multimodal
Irvine, CAfull timemidAdded 2 days ago
About this role
FieldAI seeks an AI/ML engineer to develop multimodal foundation models powering a global fleet of autonomous robots. You'll work across computer vision, vision-language models, and agentic AI systems, taking models from research through production deployment in real-world field conditions.
What you'll do
- Design and develop multimodal foundation models for scene understanding and video analysis
- Curate datasets and fine-tune models for real-world robot deployment
- Implement agentic AI features including tool use, memory systems, and retrieval-augmented generation
- Optimize model inference for production environments
- Evaluate model performance and iterate based on field deployment feedback
- Contribute to broader perception and insight initiatives across the company
What they're looking for
- Computer vision and image processing
- Vision-language models (VLMs)
- Multimodal machine learning
- Agentic AI and tool-use systems
- Model fine-tuning and evaluation
- ML inference optimization
- Video understanding and long-context analysis
- Full-cycle ML development and deployment
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