AI Scientist/Engineer Intern (LG AI Research Center, Ann Arbor)

About LG AI Research Center, Ann Arbor

Lg AI

Research Center, Ann Arbor was established in March 2022 and tackles cutting-edge research questions to make the world a better place. Our mission is to develop impactful and responsible artificial intelligence that benefits technological innovations, scientific discovery, and all of humanity. We encourage open communication, collaboration, diverse perspectives, and a growth mindset. We not only hire "well-established experts" in the relevant field of AI but also look for "high-potential candidates" who can ramp up quickly on topics aligned with our mission and values.

Responsibilities

• Lead/contribute to impactful research projects.
• Develop new datasets, models, architectures, and algorithms in machine learning.
• Publish scientific articles.
• Demonstrate research outcomes to internal and external users.

Topics

• Natural Language Understanding
• Large Language Models
• Reasoning
• Dialogue Systems
• Text Generation (Conditional Generation & Factual Generation)
• Curating and building large-scale high-quality datasets/benchmarks
• Reinforcement Learning
• RL + Language
• Compositional task generalization
• Hierarchical reinforcement learning/planning/imitation learning
• Meta/multi-task/transfer reinforcement learning
• Offline reinforcement learning
• Multimodal learning
• Vision-language grounding
• Video understanding
• Deep generative models (images, videos, text, etc.)
• Neural combinatorial optimization

Qualifications

• Motivation to lead/contribute to impactful research ideas.
• Familiarity with state-of-the-art research topics and methods.
• Proficiency in deep learning frameworks and strong programming skills.
• Nice to have publications in major machine learning conferences.
• Nice to have strong mathematical insights, large-scale modeling experience and a desire to make breakthroughs.

Recruiting Process

• Application Review -> Coding Test -> Technical Interview (Online)
• The process is subject to change and we will contact you separately if you are selected to move forward with the recruiting process.