7 дней назад
Robot Learning Engineer Intern (AI)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Robot Learning Engineer Intern (AI) (Robotics/AI): Training and deploying learning policies for real robot tasks, from imitation learning and reinforcement learning to fine-tuned foundation models, with an accent on data pipelines, evaluation, and hardware iteration. Focus on pose estimation, VLM/VLA systems, 3D scene reconstruction, object detection, multimodal learning, and sim-to-real manipulation in outdoor construction environments.
Location: SF Bay Area, South San Francisco; in-person, on-site
Company
builds intelligent robotic systems that combine robotics and AI to autonomously perform labor-intensive construction, verification, and planning tasks, initially supporting large-scale solar infrastructure.
What you will do
- Train policies using imitation learning, reinforcement learning, and fine-tuned foundation models for real robot tasks.
- Build data collection and evaluation pipelines and run ablation studies.
- Deploy policies on hardware and iterate based on real-world performance.
- Test learning systems on real robots at the office.
- Work with pose estimation, VLMs, VLAs, 3D scene reconstruction, object detection, and multimodal learning.
- Potentially publish research as a PhD intern and attend leading industry conferences.
Requirements
- Pursuing an MS or PhD in machine learning, robotics, computer science, or a related field; exceptional undergraduates are welcome.
- Strong PyTorch skills and solid deep learning fundamentals.
- Experience with imitation learning or reinforcement learning.
- Applied evidence through publications, open-source work, or substantial course or competition projects.
- Ability to own tasks with light supervision and demonstrate excellent problem-solving skills.
- Legally authorized to complete an internship in the United States for either 3 or 6 months.
Nice to have
- Experience with Isaac or MuJoCo simulators.
- Experience with VLA or foundation models, teleoperation data collection, or real-hardware deployment.
Culture & Benefits
- Scoped internship projects with end-to-end ownership of a defined deliverable.
- Dedicated mentorship and an opportunity to demo work to the entire team.
- Three-month or six-month internship duration.
- Competitive salary and the opportunity to work on climate-impact-focused robotics.
- Potential return or full-time offers for successful interns.
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