Senior Data Scientist (LLM) - Risk
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- Posted
Senior Data Scientist (LLM Specialization) role at Binance leveraging cutting-edge LLMs for risk management, workflow optimization, and operational efficiency.
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Senior Data Scientist (LLM) - Risk
Binance
Job Location
Brunei DarussalamCambodiaGeorgiaJapanArmeniaAzerbaijanBahrainBangladeshBhutanCyprusJordanKorea (South)KuwaitMalaysiaMaldivesNepalPakistanTaiwan, Republic of ChinaTajikistanLao PDRLebanonPhilippinesQatarSri LankaThailandTimor-LesteOmanMongoliaSyrian Arab Republic (Syria)TurkeyUnited Arab EmiratesViet NamAfghanistanChinaKyrgyzstanMyanmarSingaporeTurkmenistanYemenKazakhstanPalestinian TerritoryRussian FederationUzbekistanSaudi ArabiaIndiaIndonesiaIran, Islamic Republic ofIraqIsrael
Job Summary
Binance is seeking a Senior Data Scientist (LLM Specialization) to leverage cutting-edge Large Language Models (LLMs) to enhance risk management models/strategies, optimize internal workflows, and improve operational efficiency. The role involves creating and developing LLM frameworks and tools for end-to-end solutions, collaborating with cross-functional teams, and integrating advanced LLM solutions into existing systems. With a focus on AI-generated content generation, machine learning, and natural language processing, the ideal candidate will have 5+ years of experience in developing machine learning models at scale and possess superior analytical and problem-solving abilities. Binance offers a competitive salary, company benefits, and a work-from-home arrangement, making it an attractive opportunity for those looking to shape the future of AI.
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.
Large Language Models (LLMs) have transformed the way we process and generate text, enabling advanced natural language understanding, automation, and decision-making. At Binance, the world’s leading blockchain ecosystem and cryptocurrency exchange, we continuously explore innovative ways to apply LLMs to solve real-world business challenges.
As a Data Scientist (LLM Specialization), you will leverage cutting-edge LLM technologies to enhance risk management models/strategies, optimize internal workflows, and improve operational efficiency across various business functions. You will collaborate with cross-functional teams to develop AI-driven solutions that make Binance more secure, efficient, and user-friendly. This position will be under our Risk AI team
Responsibilities:
- Create and develop LLM frameworks and tools for end-to-end solutions.
- Collaborate with cross-functional teams, to integrate advanced LLM solutions into existing systems, ensuring business objective, user demands, seamless operation and maximum impact.
- Track and evaluate LLM based solution performance, identifying areas for improvement.
- Enhance the AI prompt creation process to improve system performance.
- Stay updated with the latest developments in AI, NLP, and machine learning.
- Integrate Retrieval-Augmented Generation (RAG) techniques to enhance the accuracy and relevance of AI-generated content.
- Utilize multimodal models to extract and interpret information from various formats, such as PDFs and images, improving data accessibility and utility.
Requirements:
- Master’s or PhD in Statistics, Applied Mathematics, Computer Science, or other related fields.
- 5+ years of experience developing machine learning models at scale from inception to business impact.
- Good experience with Python, Java and/or Scala is preferred (5+ years) with solid project experiences.
- Thorough knowledge of AI-generated content generation, machine learning, and natural language processing.
- Superior analytical and problem-solving abilities.
- Ability to collaborate well across functional lines.
- Good written and verbal communication skills.
- Relevant education and/or certifications in computer science, artificial intelligence, or a related discipline.
- Proven work experience as a LLM engineer or in a related position is a plus.
- Experience with Retrieval-Augmented Generation (RAG)/AI a techniques and tools is a plus.
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.
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