Meta · 12 hours ago
Research Engineer, Monetization AI
New York, NY
Full-time
Onsite
Entry, Mid Level
2+ years expMeta is a technology company that connects people and helps businesses grow. They are seeking a Research Engineer specializing in Monetization AI to develop and implement large-scale model architectures and drive advancements in AI and ML technologies for personalized advertising.
Computer Software
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
Required
Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
2+ years of experience holding an industry, faculty, or government researcher or applied researcher position, or related position
Research experience in deep learning, reinforcement learning, natural language processing, computer vision, recommendations, ranking, search, or related areas
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
Preferred
Experience solving complex problems and comparing alternative solutions, tradeoffs, and different perspectives to determine a path forward
Experience working and communicating cross functionally in a team environment
First author publications at peer-reviewed AI conferences (e.g., NeurIPS, CVPR, ICML, ICLR, ICCV, ACL)
Master's degree or PhD in Computer Science, Computer Engineering, Artificial Intelligence, Machine Learning, or relevant technical field
Experience taking ideas from research to production
Benefits
Bonus
Equity
Benefits
Company
Meta
Meta's mission is to build the future of human connection and the technology that makes it possible.
10001+ employees
Funding
Current Stage
Late StageLeadership Team
Kathryn Glickman
Director, CEO Communications
Christine Lu
CTO Business Engineering NA
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