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Machine Learning Engineer

Roles & Responsibilities

  • Bachelor's degree or higher in computer science, statistics, mathematics, or related fields
  • Proficient in at least one of Python, Java, or C++, and familiar with mainstream ML/DL frameworks
  • Experience with recommender systems and end-to-end data processing to model deployment
  • NLP, computer vision, or graph algorithms project experience is a plus; strong communication and teamwork skills; ability to learn quickly; familiarity with Flink preferred

Requirements:

  • Algorithm model development and optimization: design, develop, and deploy machine learning models and algorithms, and optimize them to improve performance and accuracy
  • Data processing and feature engineering: perform data cleaning, preprocessing, and feature engineering to ensure data quality
  • Model evaluation: design and conduct experiments, evaluate model performance using appropriate metrics, and validate results
  • Cross-functional collaboration: work closely with team members to understand business requirements and translate them into technical implementations

Job description

我们的愿景
作为全球⼗⼤数字资产交易所之⼀(仍在上升🚀),我们在交易、安全 和区块链产品创新⽅⾯提供⼀流的服务体验。
我们的⽬标是让所有⼈都能参与到加密市场的建设中来,使得最前沿的、最有潜⼒的加密货币项⽬得以安全上线并交易。你有兴趣加⼊这样⼀⽀去中⼼化团队吗?

团队介绍
产品研发团队自成立以来一直秉承用户至上和安全至上的理念,产品不断更新迭代,技术稳中求新。 加入产研团队,你将和一群业内一流的技术伙伴一起,打磨高性能、高可靠、创新不断的全球Top5的平台,在这里,你的发展空间无限,未来可期。
我们正在全球招募更多优秀的志同道合的朋友加入我们,我们理想的候选人:积极主动,逻辑能力较好,有着良好的团队合作和沟通协调能力;具有一定专研精神,敢于挑战自我,勇于解决各种未知问题。

岗位职责
  • 算法模型开发与优化:设计、开发和部署机器学习模型和算法,对算法模型进行优化和改进,提升性能和准确性;
  • 数据处理与特征工程:进行数据清洗、预处理和特征工程,确保数据质量;
  • 算法效果评估:设计和执行实验,评估模型性能,使用适当的评价指标和方法验证模型效果;
  • 技术研究与创新:跟踪最新的机器学习研究成果和技术趋势,提出并实现算法解决方案;
  • 跨部门协作:与团队成员紧密合作,理解业务需求并转化为技术实现。

  • 任职资格
  • 计算机科学、统计学、数学等相关专业本科及以上学历;
  • 熟悉主流机器学习/深度学习框架,至少熟练掌握Python,Java,C++中的一种编程语言;
  • 有推荐系统项目经验,能够独立完成从数据处理到模型部署的全过程;
  • 拥有nlp,视觉分析,图算法项目经验可以作为加分项。
  • 有良好的沟通能力、团队协作精神和学习能力;
  • 熟悉flink优先。
  • Gate价值观
    我们崇尚价值⾄上的原则,您的知识、愿景和⾃主性将在这⾥充分发挥, 我们专注于使⽤最好的产品和服务来赢得全球客户的赞誉,并将去中⼼化的理念带到世界各地。
    我们的价值观包含正直、洞察、创新、求知与合作,在Gate我们致⼒于打造独特的Gate风格,并寻找与Gate价值观相契合的你。

    我们的公司
    Gate成⽴于2013年,是领先的加密货币交易所之⼀,在全球范围内提供 与多种领先数字资产交易相关的服务。Gate拥有超千万的注册⽤户,被认为是全球最安全和最可靠的加密货币平台之⼀。 Gate已经过区块链透明度验证,根据流动性和交易量 ,⼀直稳居全球⼗⼤加密货币交易所⾏列(CoinGecko)。

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