Research Scientist Intern, Multimodal and Multitasking Machine Learning (PhD)

Meta Redmond, WA

Company

Meta

Location

Redmond, WA

Type

Full Time

Job Description

Meta Reality Labs Research is looking for upcoming scientists and researchers with great interest in algorithm/hardware co-design and acceleration of AI machine learning applications, efficient sensing, and ML algorithms for AR/VR applications. Our team specializes in developing state-of-the-art hardware optimized algorithms for machine perception. With the vision of always-on AI assistance, our team is focusing on cutting edge systems that can facilitate and bring AI assistants powered by LLMs to wearables systems. This internship will focus on aspects of foundational AI technologies around multitasking, multimodal understanding (audio, visual, spatial, etc), privacy, or others that support AI assistant functionalities.Our internships are sixteen (16) to twenty-four (24) weeks long and we have various start dates throughout the year.

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Research Scientist Intern, Multimodal and Multitasking Machine Learning (PhD) Responsibilities:
  • Research on design / model / execution of efficient ML algorithms
  • Research on novel ML or computational imaging algorithms for applications and optimize existing algorithms
  • Research on development and optimization of edge computing algorithms (ML and non-ML)
  • Collaboration with and support of other researchers across various disciplines
  • Communication of research agenda, progress and results
  • Prototyping, building and characterizing experimental systems and custom hardware
Minimum Qualifications:
  • Currently has, or is in the process of obtaining a PhD in the fields of Computer Science, Electrical Engineering, or related field
  • Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment
  • 2+ years research experience in one or more of the following: Developing machine learning and computer vision models, Optimization of edge computing algorithms, Distributed compute architectures
  • 2+ years experience programming in Python/C++
  • Experience with Deep Learning frameworks (Pytorch, TensorFlow, etc)
  • Interpersonal skills: cross-group and cross-culture collaboration
Preferred Qualifications:
  • Experience in multimodal ML algorithms (object detection, classification, tracking, keyword spotting, ASR, etc)
  • Experience in deploying ML algorithms to real-time with mobile platforms
  • Experience w/ NAS or developing and deploying algorithms with hardware constraints is a plus
  • Experience w/ pretraining using self-supervised learning is a plus
  • Experience w/ tuning LLM is a plus
  • Experience in privacy preserving ML algorithms
  • Proven track record of achieving significant results, as demonstrated by first- and/or co-authored publications at leading workshops or conference (e.g., CVPR, ICCV, TinyML, NeurIPS, ICML), patents, or grants
  • Intent to return to degree program after the completion of the internship.
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 proud to be an Equal Employment Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. We also consider qualified applicants with criminal histories, consistent with applicable federal, state and local law. Meta participates in the E-Verify program in certain locations, as required by law. Please note that Meta may leverage artificial intelligence and machine learning technologies in connection with applications for employment.

Meta is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at [email protected].

$7,800/month to $11,293/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.

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Date Posted

12/24/2024

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