Research Scientist Intern, 3D Machine Perception and Generative AI (PhD)
Sunnyvale, California
Employer: Meta
Industry:
Salary: $7500 per month
Job type: Full-Time
Research Scientist Intern, 3D Machine Perception and Generative AI (PhD)
Apply to this job
Location pin icon
Redmond, WA
Apply to this job
The Meta Reality Labs Research Team brings together a world-class team of researchers, developers, and engineers to create the future of AR and VR. The Surreal Vision group at RL Research is seeking exceptional Research Scientists to research and help build the egocentric machine perception functionalities and digital twins of 3D scenes that will underpin future VR and contextual-AI-enabled AR devices. The research intern will work on cutting edge research problems to innovate novel computer vision and machine learning techniques. Work with researchers to help enable their work across the following research disciplines: - Research novel object/scene reconstruction method to recover the physical properties or functionality of real-world objects/environments with egocentric machine perception. Build up the related dataset for physical scene understanding. - Egocentric human states estimation and motion understanding with multimodal data. - Egocentric 3D reconstruction and 3D scene understanding (3D segmentation, and 3D bounding box detection) of static and dynamic scenes. Our internships are twelve (12) to twenty four (24) weeks long and we have various start dates throughout the year. Some projects may require a minimum of 24 consecutive weeks.
Research Scientist Intern, 3D Machine Perception and Generative AI (PhD) Responsibilities
Minimum Qualifications
Preferred Qualifications
For those who live in or expect to work from California if hired for this position, please click here for additional information.
Locations
Warning notice
Your browser doesn't support mapbox-gl library. To see the map, turn on WebGL in your browser settings and try again.
Data Center
About Meta
Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today-beyond the constraints of screens, the limits of distance, and even the rules of physics.
Meta is committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or sincerely held religious beliefs, or who are neurodivergent or require pregnancy-related support. If you need support, please reach out to accommodations-ext@fb.com .
$7,500/month to $11,333/month + benefits
Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.
Apply to this job
Location pin icon
Redmond, WA
Apply to this job
The Meta Reality Labs Research Team brings together a world-class team of researchers, developers, and engineers to create the future of AR and VR. The Surreal Vision group at RL Research is seeking exceptional Research Scientists to research and help build the egocentric machine perception functionalities and digital twins of 3D scenes that will underpin future VR and contextual-AI-enabled AR devices. The research intern will work on cutting edge research problems to innovate novel computer vision and machine learning techniques. Work with researchers to help enable their work across the following research disciplines: - Research novel object/scene reconstruction method to recover the physical properties or functionality of real-world objects/environments with egocentric machine perception. Build up the related dataset for physical scene understanding. - Egocentric human states estimation and motion understanding with multimodal data. - Egocentric 3D reconstruction and 3D scene understanding (3D segmentation, and 3D bounding box detection) of static and dynamic scenes. Our internships are twelve (12) to twenty four (24) weeks long and we have various start dates throughout the year. Some projects may require a minimum of 24 consecutive weeks.
Research Scientist Intern, 3D Machine Perception and Generative AI (PhD) Responsibilities
- Plan and execute cutting-edge research and development to advance the state-of-the-art in machine perception, state estimation, reconstruction and rendering of 3D objects and scenes.
- Collaborate with other researchers and engineers across machine perception teams at Meta to develop experiments, prototypes, and concepts that advance the state-of-the-art in AR/VR and AI systems.
- Work with the team to help design, setup, and run practical experiments and prototype systems related to large-scale high quality sensing and machine reasoning.
Minimum Qualifications
- Currently has, or is in the process of obtaining a PhD degree in the domain of computer-vision, computer graphics, 3D machine perception or machine learning.
- Knowledge and hands-on experience working with 3D and projective geometry, in addition to image-space computer vision.
- Hands-on experience implementing 3D computer vision algorithms as well as end-to-end training of ML models from data collection and design to evaluation.
- Experience working within Python environments such as pytorch.
- Experience working in a Unix environment.
- Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment.
Preferred Qualifications
- Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading workshops or conferences such as CVPR, ECCV/ICCV, SIGGRAPH/SIGGRAPH Asia, ICLR and NeurIPS.
- Strong track-record of published research in the fields of neural reconstruction, inverse rendering, neural rendering, object reconstruction and tracking, generative modeling.
- Strong programming experience using python and pytorch.
- Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub).
- Intent to return to a degree-program after the completion of the internship.
- Experience working and communicating cross functionally in a team environment.
For those who live in or expect to work from California if hired for this position, please click here for additional information.
Locations
Warning notice
Your browser doesn't support mapbox-gl library. To see the map, turn on WebGL in your browser settings and try again.
Data Center
About Meta
Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today-beyond the constraints of screens, the limits of distance, and even the rules of physics.
Meta is committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or sincerely held religious beliefs, or who are neurodivergent or require pregnancy-related support. If you need support, please reach out to accommodations-ext@fb.com .
$7,500/month to $11,333/month + benefits
Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.
Created: 2024-09-20
Reference: 1533280813953357
Country: United States
State: California
City: Sunnyvale
ZIP: 95002
Similar jobs:
-
Product Manager, Generative AI - San Jose
TikTok in San Jose, California -
Senior Software Development Engineer, Large Language Models & Generative AI
TikTok in San Jose, California -
Tech Lead, Senior Software Engineer, Generative AI
TikTok in San Jose, California -
Senior Software Engineer- Generative AI Tools
Apple in Cupertino, California -
Software Engineering Manager, Generative AI
Google in Sunnyvale, California -
Senior Machine Learning Engineer, Large Language Models & Generative AI
TikTok in San Jose, California -
Senior Product Designer, Generative AI
TikTok in San Jose, California -
Sr. Specialist Solutions Architect, Generative AI \u0026 ML
Amazon in East Palo Alto, California💸 $138200 per year -
Sr. Specialist Solutions Architect, Generative AI \u0026 ML
Amazon in East Palo Alto, California💸 $138200 per year -
Global Sales Operations Manager, Generative AI Startups
Amazon in San Francisco, California💸 $120500 per year -
Sr Technical Program Manager, (AWS Generative AI \u0026 ML Servers)
Amazon in Cupertino, California💸 $133900 per year -
Research Engineer, Generative AI Model Optimization
TikTok in San Jose, California -
Sr Specialist Solutions Architect, Generative AI \u0026 ML
Amazon in Irvine, California💸 $138200 per year -
Research Scientist, Computer Vision for Generative AI (PhD)
Meta in Menlo Park, California -
Engineering Leader - Monetization Generative AI
TikTok in San Jose, California -
AIML - Sr. Machine Learning Engineer - Large Language Models and Generative AI, Siri Information and Intelligence
Apple in Cupertino, California -
Engineering Manager - Monetization Generative AI
TikTok in San Jose, California -
Sr. Applied Scientist, Generative AI Innovation Center
Amazon in Santa Clara, California💸 $150400 per year -
Senior Software Engineer- Generative AI Middleware
Apple in Cupertino, California -
UX Designer, Generative AI, AI/ML, AWS
Amazon in Santa Clara, California💸 $106000 per year