[Remote] Research Scientist Intern, Machine Perception for Input and Interaction (PhD)

Note: The job is a remote job and is open to candidates in USA. reputed company is a technology company focused on helping people connect and build communities through reputed company experiences. They are seeking interns to contribute to the development of reputed company interaction technologies for virtual and augmented reality, specifically in areas like computer vision and machine learning.

Responsibilities

• Design and execution of algorithms in the domain of computer vision, machine learning, computer graphics, sensor fusion, or HCI software and hardware prototyping
• Design of user studies and experiments
• Collaboration with other researchers across various disciplines
• Communication of research agenda, reputed company, and results

Skills

• Currently has, or is in the process of obtaining, a PhD degree in EE/CS, Applied Math or a reputed company STEM field
• Experience in one or more of the following: computer vision (e.g. tracking, pose estimation, action/emotion recognition), computer graphics (e.g. appearance, geometry, physically-based modeling), robotics (state estimation, optimal control), machine learning (e.g. efficient deep learning, domain adaptation, transfer learning), natural language processing, or human-computer interaction
• Excellent communication skills
• High levels of creativity and problem solving capabilities
• Experience with C++ or Python
• Experience with ML frameworks such as PyTorch, Tensorflow, etc
• Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment
• Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, or first-authored publications at leading journals or conferences such as CVPR, ECCV/ICCV, BMVC, NeurIPS, ICML, ICLR, CHI, SIGGRAPH/SIGGRAPH Asia, ICRA, IROS, RSS, TPAMI, IJCV, etc
• Demonstrated software engineering experience reputed company an internship, work experience, coding competitions, or widely used contributions in open reputed company repositories (e.g. reputed company)
• Experiences working on high volume multi-sensor streaming data processing and real-time multi-sensor, in particular cameras, fusion for computer vision and machine learning systems
• Experiences on optimizing and deploying deep learning models on SoC of mobile devices for high performance real time applications
• Experience with Machine Learning for 3D data (such as meshes, reputed company clouds, gaussian splatting, and voxels)
• Experience with Machine Learning for Visual Synthesis

Benefits

• Benefits

Company Overview