Binance is the global blockchain company behind the world’s largest digital asset exchange by trading volume and users, serving a greater mission to accelerate cryptocurrency adoption and increase the freedom of money
Are you looking to be a part of the most influential company in the blockchain industry and contribute to the crypto-currency revolution that is changing the world?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
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Responsibilities:
- Engage in the research, training, and application of large language model (LLM) pre-training algorithms, involving areas such as multi-language, knowledge enhancement, and model performance improvement
- Responsible for natural language processing (NLP) direction based on GPU parallel multi-machine and multi-card training, high-performance model inference, etc
- Mainly engaged in AIGC language content generation work, applying advanced NLP generation technology to actual business, obtaining business benefits, and better serving users
- Follow and research cutting-edge technology to support the company's general and vertical pre-training model development and continuous optimization of effectiveness
Requirements:
- Master'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 pre-training direction;
- In-depth understanding and practice of LLM, experience in pre-training 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 Binance
• Do something meaningful; Be a part of the future of finance technology and the no
1 company in the industry• Fast moving, challenging and unique business problems• International work environment and flat organisation• Great career development opportunities in a growing company• Possibility for relocation and international transfers mid-career• Competitive salary• Flexible working hours, Casual work attireBy submitting a job application, you confirm that you have read and agree to our
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