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.Data-driven based business is the core in helping us to use the cloud-native platforms to serve tens of millions of crypto-currency users.Engineers and Data Scientists across the company use the data platform to do interesting and impactful analyses for continuous innovations.As a data scientist, you will have the opportunity to leverage rich data (PB-level scalability) and state-of-art machine learning infrastructure to develop data products that are used by our tens of millions of crypto-currency users.You will collaborate with a strong team of engineers, data analysts, business operation and product/marketing managers to define and build solutions, features, algorithms and products based on our rich data and cutting-edge machine learning technology.ResponsibilitiesResponsible for natural language processing (NLP) direction based on GPU parallel multimachine and multicard training, high-performance model inference, etc.Follow and research cutting-edge technology to support the company's general and vertical pretraining model development and continuous optimization of effectiveness.RequirementsMaster's degree or above in computer, mathematics, statistics or related fields, with 5 or more years of NLP related experience, proficient in using Pytorch/Tensorflow deep learning framework;In-depth research in NLP text generation or large model pretraining direction;In-depth understanding and practice of LLM, experience in pretraining and controllable content generation direction is preferred;Proficient in GPT, T5 and other algorithm training paradigms, experience in building NLP large models from scratch (10B parameters or more) is preferred;Good logical thinking ability, communication and collaboration skills, and self-learning ability.Working at BinanceBe a part of the world's leading blockchain ecosystem that continues to grow and offers excellent career development opportunities.Work alongside diverse, world-class talent in an environment where learning and growth opportunities are endless.Tackle fast-paced, challenging and unique projects.Work in a truly global organization, with international teams and a flat organizational structure.Competitive salary and benefits.Balance life and work with flexible working hours and casual work attire.Learn more about how Binancians embody the organization's core values, creating a unified culture that enables collaboration, excellence, and growth.Binance is committed to being an equal opportunity employer. We believe that having a diverse workforce is fundamental to our success.
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