Binance · 2 months ago
Research Scientist - LLM Foundation Models
South East Asia
Full-time
Hybrid
Mid, Senior LevelBinance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange. They are seeking a highly skilled Research Scientist/Engineer to advance the reasoning and planning capabilities of large foundation models, enhancing model performance throughout the development lifecycle and solving complex tasks using advanced techniques.
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Responsibilities
Reasoning and planning for foundation models: Enhance reasoning and planning throughout the entire development process, including data acquisition, model evaluation, SFT, reward modeling, and reinforcement learning, to improve overall performance
Synthesize large-scale, high-quality data using methods such as rewriting, augmentation, and generation to improve the capabilities of foundation models in various stages (pretraining, SFT, RL)
Solve complex tasks using system 2 thinking and leverage advanced decoding strategies such as MCTS, A*
Investigate and implement robust evaluation methodologies to assess model performance at various stages
Teach foundation models to use tools, interact with APIs, and code interpreters. Build agents and multi-agent systems to solve complex tasks
Qualification
Required
Proficiency in data structures and fundamental algorithm skills
Fluency in Python or C++/Java
Excellent problem analysis and problem-solving skills, capable of deeply addressing challenges in large-scale model training and application
Good communication and collaboration skills, with the ability to explore new technologies with the team and promote technological progress
Preferred
Proficiency in research experience with RL, LLM, and familiarity with large-scale model training
Experience with influential projects or papers in RL, NLP, or Deep Learning
Benefits
Competitive salary and company benefits
Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team)
Company
Binance
Binance is a blockchain ecosystem and digital asset exchange platform that provides a wide range of crypto-related services.
Founded in 2017
5001-10000 employees
H1B Sponsorship
Binance has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2023 (2)
2022 (3)
Funding
Current Stage
Late StageTotal Funding
$2BKey Investors
MGX
2025-03-12Series Unknown· $2B
2018-10-23Series Unknown
2018-10-01Seed
Leadership Team
Richard Teng
Binance, Co-CEO
Andrew Carroll-Goldin
Global Head of Data Analytics
Recent News
2026-01-19
Company data provided by crunchbase