Data Scientist（LLM）

Binance; Berlin; Vor Ort; EUR 80.000 - 100.000; Vollzeit

Zusammenfassung

Join a dynamic and innovative firm at the forefront of blockchain technology, where you'll conduct groundbreaking research on large language models and AI technologies. This role offers the chance to work on enhancing foundational models and developing new AI-driven products that will shape the future of cryptocurrency. With a focus on continuous learning and professional growth, you'll be part of a mission-driven organization dedicated to accelerating cryptocurrency adoption. If you're passionate about AI and eager to make a significant impact, this opportunity is perfect for you.

Qualifikationen

• 3-5 years of experience in developing Machine Learning models at scale.
• Research experience in LLMs and multi-modal understanding.

Aufgaben

• Conduct research on cutting-edge LLM technologies and fine-tuning techniques.
• Enhance performance for foundation models and explore new AI products.

Kenntnisse

Machine Learning

Python

C/C++

Algorithms

Natural Language Processing (NLP)

Ausbildung

Master's in Software Development

PhD in Computer Science

Jobbeschreibung

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:

• 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.

Preferred Qualifications:

• Experience in NLP and LLM technologies.
• Publications in top-tier venues, such as KDD, CVPR, NeurIPS, ICLR, ICML, EMNLP, ACL, ECCV, ICCV, etc.