AI Algorithm leader AI算法leader

职位要求 / 描述

About us Bitget is the world's largest Universal Exchange (UEX), serving over 125 million users and offering access to over 2M crypto tokens, 100+ tokenized stocks, ETFs, commodities, FX, and precious metals such as gold. The ecosystem is committed to helping users trade smarter with its AI agent, which co-pilots trade execution. Bitget is driving crypto adoption through strategic partnerships with LALIGA and MotoGP™. Aligned with its global impact strategy, Bitget has joined hands with UNICEF to support blockchain education for 1.1 million people by 2027. Bitget currently leads in the tokenized TradFi market, providing the industry's lowest fees and highest liquidity across 150 regions worldwide. What you'll do • Collaborate with the trading, quantitative, data, product and engineering teams around the Web3 Trading scenario to jointly build AI Trading capabilities. • Deeply engage with business teams to promote the efficiency improvement of AI in internal products, technologies, operations, customer service and other scenarios, and convert business requirements into AI solutions. • Build MLOps/LLMOps capabilities, promote model serviceization, platformization and reusability, and optimize inference costs and service stability. • Consolidate reusable AI tools, model services and platform capabilities to enhance the overall efficiency of the organization. • Establish and manage the AI algorithm team, and promote collaboration among cross-product, technology, data, risk control, trading and operation teams. What you'll need • At least 8 years of experience in AI/ machine learning/data science/algorithms engineering, and 3 years of team management or technical leadership experience • Proficient in multiple algorithm areas such as machine learning, deep learning, large models, RAG, Agent, NLP, recommendation, risk control, time series, etc. • Proficient in Python, familiar with mainstream AI frameworks such as PyTorch, TensorFlow, Scikit-learn, Transformers, etc. • Have experience in applying large models, familiar with Prompt Engineering, RAG, Agent workflow, vector databases, etc. • Have experience in model engineering, understanding the complete process of data processing, feature engineering, model training, service deployment, effect evaluation, A/B testing, and online monitoring • Have strong business understanding, able to abstract business problems such as trading, growth, and operations into algorithm problems and drive their implementation • Have good cross-team communication and project management skills, able to coordinate product, technology, data, risk control, trading, and operation teams to complete complex projects • Have a result-oriented and ROI awareness, focusing on the actual value of AI projects in terms of efficiency improvement, business growth, risk control, and transaction capability building Extra points: • Industry background in cryptocurrency exchanges, quantitative funds, Web3 data platforms • Understanding of CEX/DEX, spot trading, contracts, order books, liquidity, funding rates, margin calls, strength, etc. trading mechanisms • Proficient in chain data: wallet addresses, token transfers, contract interactions, DEX Swap, cross-chain, Smart Money, fund flows • Practical experience in AI Trading, quantitative trading, market prediction, trading signals, Alpha factors, intelligent backtesting, strategy risk control, etc. • Followings of LLM, Agent, Multi-Agent, Function Calling, etc. cutting-edge directions • Open source contributions, technical blogs, paper publications or industry presentations 岗位职责： • 围绕 Web3 Trading 场景，与交易、量化、数据、产品和工程团队共建 AI Trading 能力 • 深入业务团队推动 AI 在内部产品、技术、运营、客服等场景中的提效，将业务需求转化为 AI 解决方案 • 建设 MLOps / LLMOps 能力，推动模型服务化、平台化和可复用，优化推理成本与服务稳定性 • 沉淀可复用的 AI 工具、模型服务和平台能力，提升组织整体效率 • 搭建并管理 AI 算法团队，推动跨产品、技术、数据、风控、交易和运营团队协作 任职要求： • 硕士及以上学历，计算机、人工智能、数学、统计学、金融工程等相关专业优先 • 8 年以上 AI / 机器学习 / 数据科学 / 算法工程相关经验，3年以上团队管理或技术负责人经验 • 熟悉机器学习、深度学习、大模型、RAG、Agent、NLP、推荐、风控、时间

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