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3D Machine Learning Engineer at FieldAI | Irvine, CA

FieldAIIrvine, CA
On-site Full-time

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Experience Level

Experience

Qualifications

Proficient in machine learning frameworks and libraries. Experience with 3D data processing techniques and tools. Strong programming skills in Python and C++. Familiarity with robotics and automation systems. Ability to work collaboratively in a team-oriented environment. Excellent problem-solving and analytical skills.

About the job

FieldAI is leading the charge in the integration of embodied AI with real-world robotics. Our Irvine team operates at the forefront of Southern California’s robotics hub, developing innovative AI systems that are risk-aware, reliable, and field-ready. We tackle complex challenges in robotics, maximizing the potential of embodied intelligence. If you are passionate about seeing your work implemented in real hardware and refined through field testing, FieldAI Irvine is your ideal workplace. We exceed traditional data-driven methods and transformer-only architectures by merging robust engineering with machine learning systems that are already making a tangible impact in the field.

As a 3D Machine Learning Engineer, you will be responsible for designing, implementing, training, and maintaining advanced 3D and multimodal machine learning models. Your primary focus will be processing reality capture data, including 3D point clouds, 360-degree images, and RGBD frames. Your contributions will enhance automated progress tracking, deviation analysis, and semantic scene comprehension on construction sites. You will work collaboratively with software, autonomy, and product teams to ensure the seamless integration of these AI models into our production workflows.

About FieldAI

At FieldAI, we are pioneering the future of robotics by developing AI systems that are not only intelligent but also practical. Our work in Irvine allows us to push the boundaries of what is possible in embodied AI, ensuring our solutions are effective in real-world applications.

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