Senior Data Scientist, Binance
Large Language Models
Cryptocurrency exchange platform
Open for applications
Cryptocurrency exchange platform
1001+ employees
Open for applications
1001+ employees
Company mission
Binance's mission is to be the infrastructure service provider in crypto.
Role
Who you are
- PhD degree required, with top artificial intelligence conference papers (NeurIPS, ICML, ICLR, CVPR, ACL, OSDI, NSDI, SC and SigMOD, etc.) in machine learning (ML), computer vision (CV), natural language processing (NLP) and other fields
- Programming skills, data structure and algorithm skills, proficient in C/C++ or Python programming language, candidates with awards in ACM/ICPC, NOI/IOI, Top Coder, Kaggle and other competitions are preferred
- Research experience in the field of machine learning, especially in large language models (LLMs) and generative artificial intelligence
- Excellent problem analysis and solving skills, and passionate about solving challenging problems
- Passionate about technology, good communication skills and teamwork spirit
What the job involves
- Large Language Models (LLMs) represent a cutting-edge advancement in artificial intelligence, capable of understanding, generating, and processing human language with remarkable accuracy
- Leveraging vast amounts of data, these models can perform a wide range of tasks, from text generation to complex problem-solving, making them invaluable across various industries
- This scope extends beyond LLMs to include multi-modal LLMs that integrate video, image, audio, text, and code, as well as exploring the frontier of AGI (Artificial General Intelligence) technologies
- As a company operating within specialized domains such as finance, web3, and cryptocurrency, we require LLM Scientists to help us tailor these powerful models to our unique needs
- Our goal is not only to fine-tune existing LLMs but also to potentially build custom models that can address the specific challenges and opportunities within these fields
- We aim to leverage multi-modal LLMs and cutting-edge AGI technologies to enhance our capabilities further
- In the role of an LLM Scientist, you will be at the forefront of AI innovation, applying your expertise to develop and refine models that possess deep domain knowledge and enhanced analytical capabilities
- Your work will enable us to tackle more complex applications, such as:
- Crypto Market Analysis: Developing models that can analyze and predict market trends, providing insights and forecasts that are crucial for making informed decisions in the fast-paced world of cryptocurrency
- Smart Investment Advisors: Creating intelligent systems that offer personalized investment advice based on real-time data and sophisticated risk assessment, helping clients navigate the financial landscape with confidence
- Advanced Data Interpretation: Utilizing your skills to enhance the model’s ability to interpret complex financial data, regulatory changes, and market signals, ensuring our clients stay ahead of the curve
- Drive core technology development for LLM, continuously optimizing comprehension, reasoning, and generation capabilities
- Collaborate with cross-functional teams, to integrate advanced LLM solutions into existing systems, ensuring seamless operation and maximum impact
- Work closely with prompt engineers to refine and optimize prompt design, enabling more accurate and contextually relevant outputs from LLMs
- Conduct cutting-edge research to stay ahead of the latest developments in LLM and AGI technologies, applying these advancements to solve complex business challenges
- Develop scalable and robust LLM frameworks that can be adapted to various domains, driving innovation and maintaining a competitive edge in the market
Salary benchmarks
Our take
Binance Exchange is one of the fastest and most popular cryptocurrency exchange platforms in the world, capable of processing over 1.4 million orders per second. The platform focuses on security, robustness, and execution speed - attracting enthusiasts and professional traders alike.
The Binance exchange provides access to hundreds of digital currency pairs, while maintaining security, liquidity and high-speed. The platform offers some of the lowest trading costs in the industry at 0.1% or even less through the use of Binance Coin.
The exchange strives to give its users access to some of the latest blockchain/DLT technologies with new cryptocurrencies being listed all the time. Binance are well placed to ride the wave of increasing interest in crypto. It is expanding its international presence, with the recent acquisition of Sakura Exchange BitCoin and GOPAX, engendering its penetration of the Japanese and South Korean markets.
Steph
Company Specialist
Insights
Few candidates hear
back within 2 weeks
35% employee growth in 12 months
Company
Funding (1 round)
Sep 2017
$10m
SERIES A
Total funding: $10m
Company benefits
- Competitive salary
- Option to be paid in crypto
- Health insurance
- Flexible working hours
- Remote work for many roles
- Company sponsored holidays
- Team building activities
- And other various perks and benefits
- Learning and development programs
- Free language classes
- Relocation support
- International transfers mid-career
Company values
- Collaboration - We communicate openly.. We work as a team towards shared goals to build the ecosystem together
- Hardcore - We are results driven. We get things done. We are passionate and work hard. When we fail, we learn fast, and pick ourselves up
- Integrity - We are accountable for our actions. When we make mistakes, we fix them. We always act ethically. We never punch down
- User-Focused - We protect our users by putting our users' needs first and delivering quality service
- Freedom - We execute responsibly and autonomously. We empower those around us. Our team is diverse and we challenge the status quo.
- Humility - We accept critical feedback. We treat everyone as equals. We are modest about our success.
Company HQ
Ta' Xbiex
Articles
Founders
Changpeng Zhao
(CEO)Previously Head of Tradebook Futures Development at Bloomberg for 4 years and Partner at Fusion Systems for 8 years.
Yi He
(CMO)Previously Co-founder of OKCoin and Vice President at yixia.com for 1 year.
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