Research Scientist, Language Modeling

2 months ago

Burlingame, California, United States META Full time
Job Summary

Meta is seeking a Research Engineer with expertise in language modeling research and production for embedded devices to advance our pioneering work in neuromotor interfaces. This technology will become one of the main pillars for interaction with the virtual and augmented world.

Responsibilities
  • Design methods, tools, and infrastructure to push forward the state of the art in language models suitable for deployment to edge devices.
  • Develop applications of language models for autocorrect, autocomplete, auto-capitalization, and other predictive-text tasks.
  • Integrate language modeling with other models and decoders, e.g., using beam search within a finite-state transducer framework.
  • Collaborate with research and Human-Computer Interactions (HCI) teams to deploy language models that leverage fundamental knowledge into new technology and user experiences.
  • Develop production-grade code for deployment in research prototypes and pre-production devices.
  • Define research goals informed by practical engineering concerns.
  • Contribute to experiments, including designing experimental details, writing reusable code, running evaluations, and organizing results.
  • Autoronomously set technical direction.
Requirements
  • Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
  • Research experience in machine learning, deep learning, and/or natural language processing.
  • Experience developing machine learning models at scale from inception to business impact.
  • Programming experience in Python and hands-on experience with frameworks such as PyTorch.
Preferred Qualifications
  • 3+ years of experience in industry working autonomously to design and build software systems and conduct research.
  • Master's degree in one of the following fields: machine learning, computer science, natural language processing, computational linguistics, or related fields.
  • Experience with predictive text input algorithms and system design on edge devices.
  • Experience bringing machine learning-based products from research to production.
  • Experience with interdisciplinary and/or cross-cultural collaboration.
  • Experience with real-time signal processing and/or human-computer interaction.
  • Experience with large scale cluster computing for machine learning modeling, architectural patterns of large scale software applications.
  • First author publications experience at peer-reviewed AI conferences (NeurIPS, ICLR, ACL, EMNLP, Interspeech, ICASSP, etc.).
Compensation

$70.67/hour to $208,000/year + bonus + equity + benefits

Industry

Internet

Equal Opportunity

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.

  • Research Scientist Intern

    3 weeks ago

    Burlingame, California, United States META Full time

    Research Scientist Intern - Foundation Model OptimizationMeta's Core AI Research team is seeking a Research Scientist Intern to develop cutting-edge on-device foundation models and algorithms in AI Research. As a Research Scientist Intern, your primary objective is to work on foundation model optimization, specifically on-device language/vision-language...

  • Research Scientist, Language Modeling

    1 month ago

    Burlingame, California, United States META Full time

    Job Title: Research Engineer, Language ModelingWe are seeking a highly skilled Research Engineer to join our team at Meta, working on cutting-edge language modeling research and production for embedded devices. As a key member of our team, you will design and develop innovative methods, tools, and infrastructure to advance the state of the art in language...

  • Research Scientist Intern: Neuromotor Interfaces and Computational Modeling

    2 weeks ago

    Burlingame, California, United States META Full time

    Research Scientist Intern: Neuromotor Interfaces and Computational ModelingMeta is seeking a highly motivated Research Scientist Intern to join our team working on neuromotor interfaces and computational modeling. As a Research Scientist Intern, you will be part of a world-class, multi-disciplinary team of researchers investigating the nature of human...

  • Ultrasound Research Scientist

    3 weeks ago

    Burlingame, California, United States Insight Global Full time

    Job Title: Ultrasound Research ScientistWe are seeking a highly skilled Ultrasound Research Scientist to join our team at Insight Global. As a key member of our research team, you will be responsible for characterizing ultrasound propagation through human tissue with experiments and signal processing.Key Responsibilities:Develop and validate models of...

  • Research Engineer, Language Modeling Specialist

    4 weeks ago

    Burlingame, California, United States META Full time

    Job Title: Research Engineer, Language ModelingMeta is seeking a Research Engineer with experience in language modeling research and production for embedded devices to advance our pioneering work in neuromotor interfaces.Responsibilities:Design methods, tools, and infrastructure to push forward the state of the art in language models suitable for deployment...

  • Ultrasound Research Scientist

    2 weeks ago

    Burlingame, California, United States Insight Global Full time

    Job SummaryWe are seeking an experienced Ultrasound Research Scientist to join our team at Insight Global. As a key member of our research team, you will be responsible for characterizing ultrasound propagation through human tissue using experiments and signal processing techniques.Key ResponsibilitiesDevelop and validate models of ultrasound propagation...

  • Research Scientist Intern

    2 weeks ago

    Burlingame, California, United States META Full time

    Job Title: Research Scientist Intern - Machine Learning for Health TechAbout the Role: We are seeking a highly motivated and talented Research Scientist Intern to join our Health Technologies team at Meta. As a Research Scientist Intern, you will work closely with our team of researchers and engineers to develop novel machine learning models that can benefit...

  • Research Scientist Intern

    3 weeks ago

    Burlingame, California, United States Meta Inc Full time

    Job Title: Research Scientist Intern - Machine Learning for Health TechMeta is seeking a highly motivated and talented Research Scientist Intern to join our Health Technologies team. As a Research Scientist Intern, you will have the opportunity to work on cutting-edge machine learning projects that aim to improve public health outcomes at Meta...

  • Research Scientist, Neuromotor Interfaces Specialist

    2 weeks ago

    Burlingame, California, United States META Full time

    Research Scientist, Neuromotor InterfacesMeta is seeking a Research Scientist to join our team in advancing the field of neuromotor interfaces. As a Research Scientist, you will be responsible for designing and executing cutting-edge research to advance neuromotor interface capabilities.Responsibilities:Plan and execute applied research to advance neuromotor...

  • Research Scientist Intern

    3 weeks ago

    Burlingame, California, United States META Full time

    Job Title: Research Scientist Intern - Health Tech Hearing SciencesMeta is seeking a highly motivated and talented Research Scientist Intern to join our Health Tech Hearing Sciences team. As a Research Scientist Intern, you will have the opportunity to work on cutting-edge projects that combine machine learning with classical DSP algorithms to improve the...

  • Research Scientist, Neuromotor Interfaces

    2 weeks ago

    Burlingame, California, United States META Full time

    Job SummaryMeta is seeking a Research Scientist to advance our pioneering work in neuromotor interfaces. This role will focus on developing novel signal processing and machine learning methods to infer a user's intent and create novel interaction techniques and user experiences.ResponsibilitiesPlan and execute cutting-edge applied research to advance...

  • Research Scientist, Neuromotor Interfaces Specialist

    3 weeks ago

    Burlingame, California, United States META Full time

    Job Title: Research Scientist, Neuromotor InterfacesMeta is seeking a highly skilled Research Scientist to join our team of experts in neuromotor interfaces. As a key member of our research team, you will be responsible for advancing our pioneering work in neuromotor interfaces, which has grown out of the acquisition of CTRL-labs.Key Responsibilities:Design...

  • Research Scientist Intern

    3 weeks ago

    Burlingame, California, United States META Full time

    Research Scientist Intern - Synthetic Image GenerationMeta is seeking a highly motivated and talented Research Scientist Intern to join our Reality Labs team. As a Research Scientist Intern, you will have the opportunity to work on cutting-edge projects in synthetic image generation, computer vision, and machine learning.Responsibilities:Design and execute...

  • Research Scientist Intern

    3 weeks ago

    Burlingame, California, United States META Full time

    Research Scientist Intern - Synthetic Image GenerationMeta is seeking a highly motivated and talented Research Scientist Intern to join our Reality Labs team. As a Research Scientist Intern, you will work on cutting-edge projects in synthetic image generation, computer vision, and machine learning.Responsibilities:Design and implement novel algorithms for...

  • ML Research Scientist

    2 weeks ago

    Burlingame, California, United States Genesis Therapeutics Full time

    About the TeamWe're a tight-knit team of proven drug hunters, deep learning researchers, and software engineers united by a common mission - drive AI innovation in biochemistry, discovering and developing groundbreaking therapies for patients suffering from severe disorders.Genesis AI team is focused on developing foundation models for small molecule drug...

  • Research Audiologist

    2 weeks ago

    Burlingame, California, United States META Full time

    Job SummaryMeta is seeking a highly skilled Research Audiologist/Hearing Scientist to join our Health and Wellbeing team. The successful candidate will be responsible for conducting research in audiology and hearing science, collaborating with cross-functional teams, and contributing to the development of innovative health and wellbeing products.Key...

  • Machine Learning Engineer/Scientist

    2 weeks ago

    Burlingame, California, United States Got-It AI Full time

    At Got It AI, we're seeking a talented Machine Learning Engineer/Scientist to join our team and contribute to the development of cutting-edge conversational AI technology.As a key member of our R&D team, you'll work on mission-critical projects that drive business growth and innovation. With your expertise in machine learning, natural language processing,...

  • Research Scientist Intern, Neuromotor Interfaces

    2 weeks ago

    Burlingame, California, United States META Full time

    Research Scientist Intern, Neuromotor InterfacesMeta is seeking a highly motivated Research Scientist Intern to join our Neuromotor Interfaces team. As a Research Scientist Intern, you will work closely with our team of researchers and engineers to advance our pioneering work in neuromotor interfaces.Responsibilities:Plan and execute cutting-edge applied...

  • Research Scientist Manager, Neuromotor Interfaces Specialist

    4 weeks ago

    Burlingame, California, United States META Full time

    Research Scientist Manager, Neuromotor InterfacesMeta is seeking a Research Scientist Manager with expertise in product-focused signal processing and sensor development to help us create novel wearable devices and algorithms that will become one of the main pillars for interaction with the virtual and augmented world. Help us unleash human potential by...

  • Research Scientist Manager, Neuromotor Interfaces Specialist

    3 weeks ago

    Burlingame, California, United States META Full time

    Research Scientist Manager, Neuromotor InterfacesMeta is seeking a Research Scientist Manager with expertise in product-focused signal processing and sensor development to help us create novel wearable devices and algorithms that will become one of the main pillars for interaction with the virtual and augmented world.Key Responsibilities:Manage a team of...