Research Scientist - LLM Foundation Models

Binance logoBinance

Mar 15

Founded by Changpeng Zhao (CZ) in 2017, Binance is currently the largest cryptocurrency exchange in terms of daily volume. Binance is the core global exchange. However, Binance operates separate exchanges in some countries such as the US, UK, Singapore, and Turkey due to regulatory reasons.

Since Binance has global operations, the exchange does a lot of hiring on a regular basis. Being a market leader, Binance Jobs also come with significant perks. Most of the jobs are remote, with flexible working hours. Binance also offers health insurance, the option to be paid in crypto, and programs to develop your skills.

If you're looking for Binance US Jobs, a wide range of them are also available most of the time. On average, the Binance Interview process lasts 2-4 weeks with 4 steps: Application Review, Interview, Offer, and finally Onboarding.

Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. We are trusted by over 250 million people in 100+ countries for our industry-leading security, user fund transparency, trading engine speed, deep liquidity, and an unmatched portfolio of digital-asset products. Binance offerings range from trading and finance to education, research, payments, institutional services, Web3 features, and more. We leverage the power of digital assets and blockchain to build an inclusive financial ecosystem to advance the freedom of money and improve financial access for people around the world.Binance is the leading global blockchain ecosystem and cryptocurrency infrastructure provider whose suite of financial products includes the world’s largest digital-asset exchange.Our mission is to accelerate cryptocurrency adoption and increase the freedom of money.If you’re looking for a fast-paced, mission-driven organization where opportunities to learn and excel are endless, then Binance is the place for you.

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.
Why Binance• Shape the future with the world’s leading blockchain ecosystem• Collaborate with world-class talent in a user-centric global organization with a flat structure• Tackle unique, fast-paced projects with autonomy in an innovative environment• Thrive in a results-driven workplace with opportunities for career growth and continuous learning• Competitive salary and company benefits• Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team)Binance is committed to being an equal opportunity employer. We believe that having a diverse workforce is fundamental to our success.By submitting a job application, you confirm that you have read and agree to our Candidate Privacy Notice.

Listed in: Web3 Jobs, Web3 Web3 Jobs, Research Crypto Jobs, Trading Crypto Jobs, Exchange Crypto Jobs, Python Crypto Jobs, Security Crypto Jobs, Java Web3 Jobs, Data Web3 Jobs, Finance Web3 Jobs, Full Time Web3 Jobs.

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150k-250k/year
5 applications

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