Senior Applied Data Scientist | NDA
PL · Warsaw · Warsaw, Poland · Remote · Full-time · Senior
Salary not stated
AI summary
About the company
GT成立于2019年，由前苹果、Nest、谷歌高管创立，使命是连接顶尖人才与英美加德荷高增长企业的产品岗位；其客户为全球顶尖管理咨询公司，聚焦战略、转型与绩效提升，服务各行业头部机构。
Role overview
该岗位为客户方（全球顶尖管理咨询公司）开发测试基于ML、嵌入和LLM的方法，解决大规模复杂数据匹配问题，需与工程团队协作将原型落地生产，全职远程工作，面向全球候选人。
Responsibilities
- 开发公司记录匹配的优化方案
- 构建ML、嵌入、LLM实体匹配方法
- 处理含多语言等的杂乱数据
- 开发匹配评分与排序方法
- 评估并实施AI/ML技术提升匹配质量
- 设计大规模高效运行的方案
- 改进匹配评估与实验流程
- 与工程团队协作将原型落地生产
Requirements
- 5-8年应用数据科学/机器学习相关经验
- 扎实的ML基础，有真实数据建模评估经验
- 精通Python与SQL
- 有嵌入、语义相似性、LLMs等AI技术实践经验
- 有监督/无监督模型训练经验，含分类与NLP任务
- 了解神经网络与Transformer架构
- 熟练使用TensorFlow、PyTorch等ML框架
- 具备分类模型生产维护或分类器重训练经验
Nice to have
- 有实体解析、记录链接等匹配问题经验
- 有排序、相似度评分等相关经验
- 有将LLMs/嵌入应用于成本敏感的业务场景经验
- 接触过Spark、Snowflake等大规模数据平台
- 熟悉企业、域名等业务实体数据
Hiring process & how to apply
- 与招聘人员的GT面试
- 技术面试
- 最终面试
Notes for China-based candidates
- 全职远程工作，无明确时区要求
- 无针对中国候选人的特殊限制
- 无需境外驻场
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Excerpt
GT was founded in 2019 by a former Apple, Nest, and Google executive. GT’s mission is to connect the world’s best talent with product careers offered by high-growth companies in the UK, USA, Canada, Germany, and the Netherlands. On behalf of our client, GT is looking for a Senior Applied Data…
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