Research Scientist Intern, Machine-Learning & Physics (PhD)
Meta Platforms, Inc.-
Job Type
Full Time -
Experience
2-4 year -
Salary
$84,830 - $117,830 / Year -
Location
Redmond, WA, USA -
Job Function
-
Industry
Information Technology -
Qualification
Key Skills
Job Description
The Meta Reality Labs (RL) is committed to doing its part by developing technology and shipping the products that are necessary to make AR/VR compelling, pervasive and universal. As a PhD intern at FRL, you will be researching and developing, state-of-the-art, physics-inspired, machine learning technologies. The ideal candidate is pursuing a PhD with a strong background in machine learning, deep learning, 3D data processing (ideally through deep neural networks) and physics inspired neural networks. You should be able to take a real-world problem and develop physics-inspired machine learning methods to model real-world object interactions to estimate the final configuration, forces/pressure and the impact of different material properties. It’s expected that the candidate has solid hands-on experience with training large-scale ML models on cloud compute infrastructure. The candidate should also excel at working in a dynamic cross-functional environment with great communication skills. Our internships are twelve (12) to sixteen (16) weeks long and we have various start dates throughout the year.
Research Scientist Intern, Machine-Learning & Physics (PhD) Responsibilities
- Advance the state-of-the-art in machine learning towards modeling physical phenomenon ie contact models using learning approach.
- Build advanced physics-based neural-networks involving complex geometries.
- Effectively collaborate across cross-functional teams to define functional requirements and drive deployment.
- Implement the system learning framework in PyTorch.
- Present regularly to large cross-functional teams and communicate progress.
- Engage the wider academic community to pursue research in this direction through publications and/or workshop/challenge/tutorial organization top-tier conferences
Minimum Qualifications
- Currently in the process of obtaining a Ph.D. degree in the field of Computer Science, Machine-Learning, Computer Vision/Graphics, Computational Physics/Mechanics/Aerospace or similar field
- 3+ years of experience, including PhD research, working in machine learning, computer vision, 3D/mesh/point-cloud processing using neural networks
- Experience with C++ or Python
- Hands-on experience with open-source deep-learning frameworks such as PyTorch, TensorFlow, MxNet
- Interpersonal experience: cross-group and cross-culture collaboration
- Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment
Preferred Qualifications
- Experience working on novel machine-learning problems exhibited in the form of publications in top-tier conferences/journals such as NeurIPS, CVPR, SIGGRAPH and similar venues
- Intent to return to degree-program after the completion of the internship
- Research experience in physics-informed neural networks
- Experience with biomechanical modeling & simulations, computational mechanics, advanced optimization techniques
- Experience with commercial finite-element simulation tools (ANSYS, Abaqus, etc) or open-source packages
- Experience with automation, robotics, sensors, 3D computer vision is an added bonus
Company Info.
Meta Platforms, Inc.Meta Platforms (formerly known as Facebook Inc.) is a large technology company that was founded in 2004 by Mark Zuckerberg and several of his college roommates. The company is based in Menlo Park, California, and is primarily known for its flagship social media platform, Facebook. In addition to its consumer-facing products, Meta Platforms also offers a range of advertising and marketing services to businesses and organizations.
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IndustryAdvertising,Consumer electronics,Social media Company,Artificial intelligence
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No. of Employees76,000
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Location1 Hacker Way, Menlo Park, CA 94025, USA
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Website
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Jobs Posted
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10-12 year
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Meta Platforms, Inc.New York, NY, USA
10-12 year
Software Engineering Manager - GenAI Media Editing
Meta Platforms, Inc.San Francisco, CA, USA
10-12 year
Director, Data Science - Monetization Infrastructure
Meta Platforms, Inc.Menlo Park, CA, USA
8-10 year
Director, Data Science - Monetization Infrastructure
Meta Platforms, Inc.New York, NY, USA
8-10 year
Director, Data Science - Monetization Infrastructure
Meta Platforms, Inc.Bellevue, WA, USA
8-10 year
Director, Data Science - Monetization Infrastructure
Meta Platforms, Inc.Sunnyvale, CA, USA
8-10 year
Research Scientist Manager, Generative AI - LLama
Meta Platforms, Inc.San Francisco, CA, USA
6-8 year
Graphics Software Engineer- Pipeline/Tooling, Reality Labs (Avatars)
Meta Platforms, Inc.Bellevue, WA, USA
6-8 year
Graphics Software Engineer- Pipeline/Tooling, Reality Labs (Avatars)
Meta Platforms, Inc.Seattle, WA, USA
6-8 year
Graphics Software Engineer- Pipeline/Tooling, Reality Labs (Avatars)
Meta Platforms, Inc.Burlingame, CA, USA
6-8 year
Research Scientist Intern, Generative AI/3D Scene Understanding (PhD)
Meta Platforms, Inc.Sunnyvale, CA, USA
0-2 year
Research Scientist Intern, Generative AI/3D Scene Understanding (PhD)
Meta Platforms, Inc.Redmond, WA, USA
0-2 year
Research Scientist Intern, Computer Vision & Multimodal Foundations (PhD)
Meta Platforms, Inc.Menlo Park, CA, USA
0-2 year
Research Scientist Intern, Computer Vision & Multimodal Foundations (PhD)
Meta Platforms, Inc.New York, NY, USA
0-2 year
Research Scientist Intern, Computer Vision & Multimodal Foundations (PhD)
Meta Platforms, Inc.San Francisco, CA, USA
0-2 year
Research Scientist Intern, Computer Vision & Multimodal Foundations (PhD)
Meta Platforms, Inc.Seattle, WA, USA
0-2 year
Research Scientist Intern, Video Recommendations (PhD)
Meta Platforms, Inc.Bellevue, WA, USA
0-2 year
Research Scientist Intern, Video Recommendations (PhD)
Meta Platforms, Inc.Menlo Park, CA, USA
0-2 year
Visiting Researcher, AI Mentorship Program, Modern Recommendation Systems
Meta Platforms, Inc.New York, NY, USA
2-4 year
Fundamental Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.Menlo Park, CA, USA
2-4 year
Visiting Researcher, AI Mentorship Program, Modern Recommendation Systems
Meta Platforms, Inc.San Francisco, CA, USA
2-4 year
Visiting Researcher, AI Mentorship Program, Modern Recommendation Systems
Meta Platforms, Inc.Seattle, WA, USA
2-4 year
Fundamental Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.San Francisco, CA, USA
2-4 year
Fundamental Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.Seattle, WA, USA
2-4 year
Fundamental Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.New York, NY, USA
2-4 year
Fundamental Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.Bellevue, WA, USA
2-4 year
Software Engineer - OS Frameworks (Technical Leadership)
Meta Platforms, Inc.Bellevue, WA, USA
10-12 year
Applied Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.New York, NY, USA
2-4 year
Applied Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.Menlo Park, CA, USA
2-4 year
Applied Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.Seattle, WA, USA
2-4 year
Applied Multimodal Research Scientist - Generative AI
Meta Platforms, Inc.Bellevue, WA, USA
2-4 year
Software Engineer - OS Frameworks (Technical Leadership)
Meta Platforms, Inc.New York, NY, USA
10-12 year
Software Engineer - OS Frameworks (Technical Leadership)
Meta Platforms, Inc.Burlingame, CA, USA
10-12 year
Software Engineer - OS Frameworks (Technical Leadership)
Meta Platforms, Inc.Seattle, WA, USA
10-12 year
Software Engineer - OS Frameworks (Technical Leadership)
Meta Platforms, Inc.Redmond, WA, USA
10-12 year
Software Engineer - OS Frameworks (Technical Leadership)
Meta Platforms, Inc.United States
10-12 year
Research Scientist Intern, Speech & Audio Technologies (PhD)
Meta Platforms, Inc.London, UK
0-2 year
Research Scientist, 3D Computer Vision & Machine Learning (PhD)
Meta Platforms, Inc.London, UK
2-4 year
Data Engineer, Analytics
Meta Platforms, Inc.Austin, TX, USA; Bellevue, WA, USA; Boston, MA, USA; Burlingame, CA, USA; Durham, NC, USA; Fremont, CA, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; San Francisco, CA, USA; Seattle, WA, USA; Sunnyvale, CA, USA; United States; Washington D.C., DC, USA
4-6 year
Data Engineer, Product Analytics
Meta Platforms, Inc.Austin, TX, USA; Bellevue, WA, USA; Burlingame, CA, USA; Fremont, CA, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; San Francisco, CA, USA; Seattle, WA, USA; Sunnyvale, CA, USA; Washington D.C., DC, USA
4-6 year
Research Scientist, Machine Learning (PhD)
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Burlingame, CA, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Seattle, WA, USA; Sunnyvale, CA, USA; United States; Washington D.C., DC, USA
0-2 year
Research Scientist, Systems and Infrastructure (PhD)
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; San Francisco, CA, USA; Seattle, WA, USA; Sunnyvale, CA, USA; Washington D.C., DC, USA
4-6 year
Data Scientist, Reality Labs Sales Analytics
Meta Platforms, Inc.Bellevue, WA, USA; Burlingame, CA, USA; Chicago, IL, USA; Fremont, CA, USA; Menlo Park, CA, USA; New York, NY, USA; San Francisco, CA, USA; Seattle, WA, USA; Sunnyvale, CA, USA; United States
4-6 year
Software Engineer, Machine Learning - Monetization
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Burlingame, CA, USA; Fremont, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; San Francisco, CA, USA; Seattle, WA, USA; Sunnyvale, CA, USA
4-6 year
Software Engineer - ML Systems (Technical Leadership)
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Burlingame, CA, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; Seattle, WA, USA; United States
2-4 year
Program Analyst - Publishing Services
Meta Platforms, Inc.Austin, TX, USA; Bellevue, WA, USA; Boston, MA, USA; Chicago, IL, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Seattle, WA, USA; Sunnyvale, CA, USA
6-8 year
Software Engineer (Leadership) - Machine Learning
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; San Francisco, CA, USA; Seattle, WA, USA; Sunnyvale, CA, USA; United States
8-10 year
Postdoctoral Researcher, Artificial Intelligence (PhD)
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Menlo Park, CA, USA; New York, NY, USA; Pittsburgh, PA, USA; San Francisco, CA, USA; Seattle, WA, USA; United States
0-2 year
Research Engineer, Language - Generative AI
Meta Platforms, Inc.Bellevue, WA, USA; Menlo Park, CA, USA; New York, NY, USA; Redwood City, CA, USA; San Francisco, CA, USA; Seattle, WA, USA; United States
8-10 year
AI Research Scientist - Computer Vision (Technical Leadership)
Meta Platforms, Inc.Boston, MA, USA; Burlingame, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Pittsburgh, PA, USA; Redmond, WA, USA; Seattle, WA, USA
6-8 year
Research Scientist Intern, Graph Science and Statistics Research (PhD)
Meta Platforms, Inc.Menlo Park, CA, USA; New York, NY, USA; San Francisco, CA, USA; Seattle, WA, USA
0-2 year
Product Design Director
Meta Platforms, Inc.Bellevue, WA, USA; Burlingame, CA, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Seattle, WA, USA; United States
10-12 year
Data Scientist, SBG Marketing Science
Meta Platforms, Inc.Austin, TX, USA; Chicago, IL, USA; Los Angeles, CA, USA; Menlo Park, CA, USA; New York, NY, USA; San Francisco, CA, USA; Seattle, WA, USA
4-6 year
Program Manager - Publishing Services
Meta Platforms, Inc.Austin, TX, USA; Boston, MA, USA; Burlingame, CA, USA; Chicago, IL, USA; Menlo Park, CA, USA; Sunnyvale, CA, USA; Washington D.C., DC, USA
6-8 year
Software Engineering Manager, Machine Learning
Meta Platforms, Inc.Bellevue, WA, USA; Burlingame, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; Seattle, WA, USA
6-8 year
Embedded Software Engineer, Firmware - Reality Labs
Meta Platforms, Inc.Austin, TX, USA; Burlingame, CA, USA; Irvine, CA, USA; Los Angeles, CA, USA; Redmond, WA, USA; San Diego, CA, USA; Sunnyvale, CA, USA
6-8 year
Software Engineer, Language - Generative AI
Meta Platforms, Inc.Bellevue, WA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; Seattle, WA, USA; United States
2-4 year
Software Engineer, Computer Vision - Reality Labs
Meta Platforms, Inc.Bellevue, WA, USA; Burlingame, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Redmond, WA, USA; Seattle, WA, USA
4-6 year
Software Engineer, Systems ML
Meta Platforms, Inc.Burlingame, CA, USA; Fremont, CA, USA; Menlo Park, CA, USA; Mountain View, CA, USA; Pittsburgh, PA, USA; Sunnyvale, CA, USA
6-8 year
Fundamental AI Research Scientist, CoreML - FAIR
Meta Platforms, Inc.Boston, MA, USA; Menlo Park, CA, USA; New York, NY, USA; Pittsburgh, PA, USA; San Francisco, CA, USA; Seattle, WA, USA
4-6 year
Software Engineer, Computer Vision
Meta Platforms, Inc.Burlingame, CA, USA; Menlo Park, CA, USA; Redmond, WA, USA; Seattle, WA, USA; Sunnyvale, CA, USA; United States
2-4 year
Lead Counsel, Meta Business Group
Meta Platforms, Inc.Austin, TX, USA; Chicago, IL, USA; Menlo Park, CA, USA; New York, NY, USA; Seattle, WA, USA; Washington D.C., DC, USA
6-8 year
Software Engineer, Computer Vision (Technical Leadership)
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Menlo Park, CA, USA; New York, NY, USA; San Francisco, CA, USA; Seattle, WA, USA
4-6 year
Research Scientist - Ads Long-Term Technology Track
Meta Platforms, Inc.Bellevue, WA, USA; Boston, MA, USA; Menlo Park, CA, USA; New York, NY, USA; San Francisco, CA, USA; Seattle, WA, USA; United States
2-4 year
Product Manager, Leader
Meta Platforms, Inc.Bellevue, WA, USA; Burlingame, CA, USA; Menlo Park, CA, USA; New York, NY, USA; Seattle, WA, USA
8-10 year
AI Applied Research Scientist, Speech Recognition
Meta Platforms, Inc.Seattle, WA, USA; Menlo Park, CA, USA
4-6 year
ASIC Engineer, Architecture
Meta Platforms, Inc.Austin, TX, USA; Menlo Park, CA, USA; Sunnyvale, CA, USA
6-8 year
ASIC Engineer, Design Verification
Meta Platforms, Inc.Austin, TX, USA; Menlo Park, CA, USA; Sunnyvale, CA, USA
6-8 year
Audio Research ML Software Engineer
Meta Platforms, Inc.Burlingame, CA, USA; Redmond, WA, USA; Sunnyvale, CA, USA
4-6 year