Dashmote

Data Scientist

Dashmote

full-time

Posted on:

Location Type: Hybrid

Location: Shanghai • 🇨🇳 China

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Job Level

Mid-LevelSenior

Tech Stack

PythonPyTorchScikit-LearnTensorflow

About the role

  • Develop and implement large language models to support product innovation.
  • Analyze large datasets to extract meaningful insights and drive product decisions.
  • Collaborate with product managers, engineers, and other stakeholders to integrate data science solutions into new and existing products.
  • Stay updated with the latest advancements in AI, ML, and data science to improve our product capabilities continuously.
  • Design and conduct experiments to validate model performance and product hypotheses.
  • Communicate findings and recommendations to both technical and non-technical audiences.
  • 数据质量评估与改进: 科学研究现有数据质量现状,设计并实施提升策略,为未来业务升级提供数据支撑
  • 数据匹配与整合: 实施两个数据源之间的实体匹配(Matching),确保数据对齐与一致性
  • 负责CRM数据与公司内部数据的精准匹配与整合
  • 信息提取与数据清洗: 从杂乱数据中提取有效信息(Portfolio),如在菜单数据中识别特定品牌(例如可口可乐)
  • 运用NER技术,在无预设规则情况下自动识别数据中的命名实体(如识别菜单中的软饮料或啤酒)
  • 预测与消歧: 利用数据分析预测各销售渠道或门店的销售潜力(Prospecting) 针对数据中的歧义问题开展消歧工作,提升数据准确性
  • 大语言模型的应用与质量管理: 深度融合大语言模型于产品中,提升问答系统的回答质量,并对模型表现进行持续监控和优化
  • 跨部门协作: 与产品经理、工程师及其他团队成员紧密合作,将数据科学解决方案高效融入产品和业务流程

Requirements

  • Master’s in Computer Science, Data Science, Machine Learning, or related field
  • Proven experience in data science and machine learning, with a focus on large language models
  • Strong programming skills in Python and familiarity with data science libraries (e.g., TensorFlow, PyTorch, Scikit-learn)
  • Experience with natural language processing (NLP) and large language model frameworks
  • Excellent problem-solving skills and the ability to work independently and as part of a team
  • Strong communication skills and the ability to convey complex technical concepts to a non-technical audience
  • 硕士及以上学历,要求计算机科学、数据科学、机器学习等相关专业背景。
  • 在数据科学和机器学习,尤其是大型语言模型方面拥有丰富经验。
  • 具有较强的 Python 编程技能,熟悉数据科学库(如 TensorFlow、PyTorch、Scikit-learn)。
  • 具有自然语言处理(NLP)和大型语言模型框架方面的经验。
  • 出色的问题解决能力以及独立工作和团队协作能力。
  • 沟通能力强,能够向非技术受众传达复杂的技术概念。
Benefits
  • Great office location right in the city center of Shanghai
  • Dashmote Flex: a mix of working from home and the office + 20 days of working remotely (anywhere in the world!)
  • A competitive annual leave entitlement
  • Company Laptop
  • Referral Bonus
  • Annual learning budget
  • Annual health check
  • Working for a company that was awarded the best B2B startup in Europe by Google, McKinsey, and Rocket Internet
  • Working within an international team that truly values your contribution
  • An awesome culture of responsibility and the freedom to turn your ambition into reality - regardless of your role and level
  • Exciting work atmosphere with no shortage of fun team events, gatherings, and snacks both in person and online

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
large language modelsdata analysisPythonnatural language processingTensorFlowPyTorchScikit-learndata quality assessmentdata matchingdata cleaning
Soft skills
problem-solvingcommunicationcollaborationindependent workteamwork
Certifications
Master’s in Computer ScienceMaster’s in Data ScienceMaster’s in Machine Learning