- Lead and contribute to cutting-edge foundation model research that leads to publications on top-tier CV/ML conferences
- Perform research to tackle unsolved real-world problems and push the state of the art in multimodal learning
- Independently design and implement algorithms, train advanced foundational models on large datasets, and evaluate their performance
- Define, plan and execute cutting-edge deep learning research to advance AR/VR experiences
- Develop novel deep learning techniques to achieve state-of-the-art accuracy within the constraints of on-device and real-time execution
- Collaborate with other research scientists and software engineers to develop innovative deep learning techniques for vision, audio, user interface and other use-cases
- Communicate the experimental results and the recommendations clearly, both within the group as well as to the cross-functional groups
- Currently is in the process of obtaining a PhD in the field of Artificial Intelligence or related field
- Currently is in the process of obtaining a PhD in the field of Artificial Intelligence or related field
- Research experience in one or more of these areas: machine learning, deep learning, computer vision, audio/speech processing or related fields
- Research experience in one or more of these areas: machine learning, deep learning, computer vision, audio/speech processing or related fields
- Knowledge of state of the art deep learning methods and neural networks
- Knowledge of state of the art deep learning methods and neural networks
- Experience working with machine learning libraries like Pytorch, Jax, etc.
- Experience working with machine learning libraries like Pytorch, Jax, etc.
- Experience with scripting languages such as Python and shell scripts
- Experience with scripting languages such as Python and shell scripts
- Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment
- Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment
- Intent to return to degree-program after the completion of the internship
- Intent to return to degree-program after the completion of the internship
- Experience with developing scalable machine learning models in at least one of the following areas: large language models, natural language understanding or generation, efficient training and inference, multimodals, or relevant areas
- Experience with developing scalable machine learning models in at least one of the following areas: large language models, natural language understanding or generation, efficient training and inference, multimodals, or relevant areas
- Experience with large scale model training, implementing algorithms, and evaluating language systems
- Experience with large scale model training, implementing algorithms, and evaluating language systems
- Proven track record of achieving significant results as demonstrated by publications at leading conferences/journals such as NeurIPS, ICLR, ICML, CVPR, ICCV, ICASSP, Interspeech, AAAI, IEEE TASLP or similar
- Proven track record of achieving significant results as demonstrated by publications at leading conferences/journals such as NeurIPS, ICLR, ICML, CVPR, ICCV, ICASSP, Interspeech, AAAI, IEEE TASLP or similar
- Experience working and communicating cross functionally in a team environment
- Experience working and communicating cross functionally in a team environment
- Experience solving complex problems and comparing alternative solutions, trade offs, and diverse points of view to determine a path forward
- Experience solving complex problems and comparing alternative solutions, trade offs, and diverse points of view to determine a path forward
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