Apply on Employer Site

Meta · 20 hours ago

AI Research Scientist, CoreML - Monetization AI

Bellevue, WA

Full-time

Onsite

Senior Level

$154K/yr - $217K/yr

Meta is a technology company that builds platforms to connect people and grow businesses. They are seeking an AI Research Scientist to advance AI and ML technologies for personalized ads, focusing on model architecture and optimization to drive revenue for the company.

Computer Software

Comp. & Benefits

Responsibilities

Develop and implement large-scale model architectures, leveraging model scaling and transfer learning techniques

Prioritize training scalability and signal scaling to optimize model performance, efficiency, and reliability

Develop and apply NextGen sequence learning techniques to drive advancements in natural language processing and understanding

Design and implement generative modeling solutions for data augmentation

Research and develop graph-aware large language models

Develop and deploy AutoML pipelines

Apply Reinforcement Learning (RL) techniques, including long-term value optimization, RLHF, and RL4Reason

Use causal learning to identify and understand the cause and effect of relationships across data

Collaborate with cross-functional teams to design and optimize ML systems, leveraging expertise in hardware-software co-design, including quantization, compression, and resource-efficient AI, to drive performance improvements and efficiency gains

Develop and implement innovative solutions for data-related challenges, utilizing knowledge of semi/self-supervised learning, generative techniques, sampling, debiasing, domain adaptation, continual learning, data augmentation, cold-start, content understanding, and large language models

Qualification

Natural Language ProcessingReinforcement LearningDeep LearningLarge Language ModelsPythonPyTorchGenerative ModelingModel ArchitectureData AugmentationCausal LearningCross-functional CollaborationProblem Solving

Required

Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience

Has obtained a PhD in Computer Science, Computer Engineering, Artificial Intelligence, Machine Learning, or relevant technical field

Experience holding an industry, faculty, or government researcher position

Research experience in natural language processing, large language modeling, deep learning, reinforcement learning, recommendations, ranking, search, or related areas

Publications in machine learning, artificial intelligence, or related field

Programming experience in Python and hands-on experience with frameworks such as PyTorch

Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment