14 часов назад
R&D PhD Summer Intern: Data Science and Machine Learning
61 - 61$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
R&D PhD Summer Intern: Data Science and Machine Learning (Wearable Sensing and Human Motion): Developing deep learning models that reconstruct full-body human motion from noisy wearable IMU and EMG sensors with an accent on time-series modeling, multi-modal sensor fusion, pose estimation, and biomechanics. Focus on optimizing sensor configurations, rigorously evaluating failure modes, and delivering a production-ready application for inference and visualization.
Location: Mason Business Center, United States; in-person five days a week
Salary: $60.57 per hour
Company
Procter & Gamble is a consumer packaged goods company with R&D teams focused on product research, formulation, testing, and scientific analysis.
What you will do
- Review research on full-body motion reconstruction from wearable sensors and inform modeling and sensor design decisions.
- Determine optimal sensor types, quantities, and placements for motion reconstruction tasks.
- Design, build, and refine deep learning models that convert IMU and EMG signals into full-body motion.
- Evaluate models on public and internal datasets, analyzing assumptions, failure modes, and limitations.
- Build a production-ready application for uploading recordings, running inference, and visualizing results.
- Collaborate with R&D, Brand, and Product Development teams to translate research prototypes into tools and findings for design, ergonomics, fit, and comfort.
Requirements
- Working toward a PhD in Computer Science, Electrical Engineering, Biomedical Engineering, Robotics, Applied Mathematics, Statistics, Physics, or a related field focused on machine learning, wearable sensing, or human motion analysis.
- Research experience with time-series machine learning, human activity recognition, wearable sensing, human pose estimation, or multi-modal sensor fusion.
- Strong Python programming skills and hands-on experience with PyTorch or TensorFlow.
- Available for a 12-week internship from May or early June through August 2027.
- Must work in person at the Mason Business Center five days per week.
- Immigration sponsorship is not available for this role.
Nice to have
- Research publications in venues such as NeurIPS, CVPR, SIGGRAPH, CHI, UbiComp/IMWUT, AAAI, or similar.
- Hands-on experience with IMU, EMG, or other wearable sensors.
- Knowledge of biomechanics, inverse kinematics, or human body models such as SMPL.
- Experience deploying machine learning models to production or building research tools and APIs.
Culture & Benefits
- Paid 12-week internship designed to provide practical experience and a foundation for future career growth.
- Supportive environment with opportunities to learn from experienced professionals.
- Work at the intersection of wearable AI, consumer research, product development, ergonomics, fit, and comfort.
- Total rewards may include salary, bonus where applicable, and benefits.
- Equal employment opportunity and applicant accommodation support are provided.
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