Responsibilities:
- Conduct research on cutting-edge LLM technologies, including but not limited to: large language models and fine-tuning techniques, retrieval-augmented generation (RAG), prompt engineering, and knowledge-grounded dialogue systems.
- Enhance overall performance for foundation models, encompassing data acquisition, model evaluation, SFT, reward modeling, and reinforcement learning.
- Explore new downstream products with AI and AI agent technologies at their core for Binance products.
- Stay up-to-date with the latest academic and industrial advancements in AI, LLMs, etc.
Qualifications:
- Master’s or PhD in Software Development, Computer Science, Computer Engineering, or a related technical discipline.
- At least 3-5 years of relevant industry experience in developing Machine Learning models at scale from inception to business impact
- Research experience in LLMs, multi-modal understanding, vision and language, and other related topics.
- Highly competent in algorithms and programming; strong coding skills in Python, C/C++, etc.
- Experience in NLP and LLM technologies.
- Publications in top-tier venues, such as KDD, CVPR, NeurIPS, ICLR, ICML, EMNLP, ACL, ECCV, ICCV, etc.
Skills Required
- Master's or PhD in Software Development, Computer Science, Computer Engineering, or related technical discipline
- 3-5 years relevant industry experience developing machine learning models at scale from inception to business impact
- Research experience in LLMs, multi-modal understanding, vision and language, and related topics
- Strong algorithms and programming skills; strong coding in Python and C/C++
- Experience in NLP and LLM technologies
- Publications in top-tier venues (KDD, CVPR, NeurIPS, ICLR, ICML, EMNLP, ACL, ECCV, ICCV)
Binance Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Binance and has not been reviewed or approved by Binance.
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Career-Linked Recognition & Rewards — Performance-linked bonuses can be sizable in favorable crypto cycles, lifting total compensation. Attractive packages in engineering and specialized roles indicate strong rewards for in-demand skills.
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Flexible Benefits — Remote-first flexibility and work-from-anywhere options add meaningful value to the overall rewards package. Flexible schedules and location independence are presented as core perks.
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Retirement Support — Binance.US includes a 401(k) as part of its benefits. This provides a conventional retirement pillar alongside cash and bonus components.
Binance Insights
What We Do
Binance is the world’s leading blockchain and cryptocurrency infrastructure provider with a financial product suite that includes the largest digital asset exchange by volume. Trusted by millions worldwide, the Binance platform is dedicated to increasing the freedom of money for users, and features an unmatched portfolio of crypto products and offerings, including: trading and finance, education, data and research, social good, investment and incubation, decentralization and infrastructure solutions, and more. For more information, visit: https://www.binance.com
