Research Scientist - LLM Foundation Models
Key Skills for This Role
Full Job Posting
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.
Requirements
- Proficiency in research experience with RL, LLM, and familiarity with large-scale model training is preferred.
- Proficiency in data structures and fundamental algorithm skills, and fluency in Python or C++/Java.
- Experience with influential projects or papers in RL, NLP, or Deep Learning is preferred.
- 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.
About Binance
Binance is one of the world's largest cryptocurrency exchanges by trading volume, providing a platform for trading digital assets and blockchain services.
Visit company websiteJobs and hiring trendsApply for this job in 1 click
Skip the repetitive application forms
Install the Base Career Chrome Extension and autofill job applications across major job boards with your profile.
Trusted by over 500,000 job seekers on Base Career
More from this employer
More jobs at Binance
Geofencing - Monitorship Coordinator (1 year contractor)
Dubai, UAE
Binance seeks a coordinator with a compliance background to track implementation activities, timelines, and remediation deliverables. The role supports compliance projects and vendor deployments while coordinating across
Backend Architect, Binance Pay & Card
, UAE
Binance seeks a Backend Architect for its Pay & Card team to architect and build card-related backend systems end to end. The role covers card issuing, lifecycle management, and certification processes with payment netwo
Senior Talent Acquisition Specialist (Corporate)
Dubai, UAE
Binance is seeking a senior corporate recruiter to lead full-cycle recruitment and high-volume hiring across corporate and business functions. Applicants need 8+ years of recruitment experience, English fluency, modern s
Binance Accelerator Program - Internal Audit (Technology)
, UAE
Binance's Accelerator Program offers a 3-6 month internship in the Technology Audit team within Internal Audit, providing assurance over IT general controls, cloud and platform security, and cybersecurity. Interns suppor
Financial Data Engineer, Stock & AI Data
, AUS
Binance Accelerator Program - Internal Audit (Technology)
, UAE
Geofencing - Monitorship Coordinator (1 year contractor)
, UAE
Geofencing - Monitorship Coordinator (1 year contractor)
Dubai, UAE
Backend Architect, Binance Pay & Card
, UAE
Senior Talent Acquisition Specialist (Corporate)
, UAE
Senior Talent Acquisition Specialist (Corporate)
Dubai, UAE
Binance Accelerator Program - Internal Audit (Technology)
, UAE