Research Intern, Computer Vision and Machine Perception (PhD)
Meta Platforms, Inc.-
Job Type
Remote -
Experience
0-2 year -
Salary
$93,330 - $126,330 / Year -
Location
United States -
Job Function
-
Industry
Information Technology -
Qualification
Key Skills
Python Programming, Scala Programming, C++, Java Programming, Machine learning techniques, Data science techniques, SQL, Apache Hadoop, MapReduce, TensorFlow, PyTorch, R Programming
Job Description
The Facebook Reality Labs (FRL) Research Team brings together a world-class team of researchers, developers, and engineers to create the future of AR and VR, which together will become as universal and essential as smartphones and personal computers are today. The Surreal Vision team is looking for the next generation of scientists and engineers to tackle the most ambitious problems in machine perception.In this internship, you will not only work on the forefront research topics present in academia and industry, but beyond you will work with a team invested in building the complete stack from sensor design to state estimation and tracking to 3D reconstruction to novel scene representations. Our internships are twelve (12) to sixteen (16) weeks long and you have the option to start at various dates throughout the year.
- Research, develop and prototype advanced software technologies in the domain of SLAM, tracking, 3D reconstruction, localization, SFM, calibration automation, large scale optimization, machine perception, deep learning, state estimation, scene understanding etc.
- Analyze and improve efficiency, accuracy, scalability and stability of currently deployed systems
- Design and execution of algorithms
- Prototyping, building and analysis of experimental systems
- Collaboration with and support of other researchers across various disciplines
- Communication of research agenda, progress and results
- Currently has, or is in the process of obtaining, a PhD in the field of Computer Science, Computer Vision, Machine Learning, Robotics, Physics or related field
- Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment
- Must be available for 3 month to 4 month internship between January 1, 2021 and December 31, 2021
- Experience with statistical analysis of data and mathematical modeling
- Experience with developing machine learning, Bayesian filtering, information theory, 3D geometry, optimization, system building, or physics based simulation
- Experience in C++ or Python
- Interpersonal experience: cross-group and cross-culture collaboration
- Intent to return to degree-program after the completion of the internship
- Experience in geometric computer vision, including tracking, visual-inertial odometry, SLAM, sensor/display calibration, large-scale structure from motion or relocalization technologies
- Experience in working with Cameras and advance imaging sensors, IMUs, Magnetometers, and other sensors that can be used in this context.
- Experience working on modern deep-learning methods for self-supervised learning, federated learning, video-understanding, GANs, reinforcement learning, graph neural networks, etc.
- Experience with deep learning frameworks like PyTorch
- Broad understanding of the full machine vision pipeline from sensors to high-level algorithms
- Experience with privacy-aware algorithms for 3D reconstruction and machine learning
- 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, BMVC, NeurIPS, ICLR, ICRA, IROS, RSS or SIGGRAPH
- Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub)
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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Fundamental AI Research Scientist, Core ML - FAIR
Meta Platforms, Inc.San Francisco, CA, USA
4-6 year
Software Engineering Manager - GenAI Media Editing
Meta Platforms, Inc.Menlo Park, CA, USA
10-12 year
Software Engineering Manager - GenAI Media Editing
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