AI Research Scientist, Multimodal Machine Learning
Redmond, WA
- Define, collaborate, and execute on research that pushes forward the state of the art in multimodal context/content understanding.
- Work collaboratively with other research scientists to develop novel solutions and models in service of contextualized AI for augmented reality.
- Working on curation of large datasets across many modalities (e.g., vision, audio, eye gaze, IMU, sEMG).
- Leading experimental design, implementation, evaluation, and reporting results to enable new capabilities for multimodal machine learning models.
- Play a significant role in healthy cross-functional collaboration.
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
- PhD degree or equivalent experience in Computer Science, Mathematics, Engineering or a related field
- Publication record in machine learning, AI, computer science, statistics, applied mathematics, data science, or related technical fields
- 3+ years of experience in one or more of the following areas: Deep Learning, NLP, Multimodal, Computer Vision, Speech
- 3+ years of experience developing end-to-end ML pipelines with a focus on dataset preprocessing, model development and evaluation, software integration, and real-time deployment
- Experience writing software (Python and C/C++) and executing complex machine learning experiments
- Research experience in one or more of these areas: NLP, computer vision, Multimodal, Speech
- Publication record in AI conferences like NeurIPS, EMNLP, ACL, ICCV, CVPR, ICML, NAACL, ICLR, Interspeech, ICASSP.
- Programming experience in Python and hands-on experience with frameworks such as PyTorch.
- Experience with developing machine learning models at scale from inception to deployment.
Individual pay is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base salary, Meta offers benefits. Learn more about benefits at Meta.
Tags: Computer Science Computer Vision Deep Learning EMNLP Engineering ICLR ICML Machine Learning Mathematics ML models NeurIPS NLP PhD Physics Pipelines Python PyTorch R Research Statistics Testing VR
Perks/benefits: Career development Conferences Equity Flex vacation Health care Salary bonus
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