Principal Machine Learning Engineer

hace 2 semanas

Asia, Perú Binance A tiempo completo

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.

**Responsibilities**:

- Responsible for natural language processing (NLP) direction based on GPU parallel multi-machine and multi-card training, high-performance model inference, etc.
- 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**
- Be 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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