Data Scientist

5 days ago


Singapore Stack Tech Full time

数据科学家 工作地点: 新加坡 汇报对象: 数据科学主管 职位概述 我们是一家快速成长的新加坡软件企业,由资深 IT 专家创立,专注于 CRM 和定制化软件解决方案。随着业务扩展,我们正在加强数据能力,以推动创新与业务增长。 作为一名 数据科学家 ,你将与数据科学主管紧密合作,设计、训练和部署先进的机器学习(ML)、深度学习及大语言模型(LLM)。你的工作将直接支持用户行为建模、留存优化、个性化推荐、风险管理和增长策略等关键业务。 主要职责 开发和部署机器学习、深度学习及 LLM 模型,用于行为预测、留存、推荐、风险评估和增长优化。 使用 Python 和 SQL 对多样化数据(日志、交易、文本等)进行预处理和特征工程。 通过实验(如 A/B 测试、超参数调优)和严谨指标验证,优化模型性能与可扩展性。 分析与优化 搭建仪表盘和监控框架,用于评估模型表现和用户洞察。 将数据转化为可操作的可视化和分析结果,支持产品、留存与增长决策。 维护数据字典和文档,优化并自动化数据管道以提升效率和可扩展性。 挖掘数据驱动的机会,持续改进流程、模型与业务决策。 协作与最佳实践 与产品、工程及业务团队紧密合作,提供数据驱动的解决方案。 将复杂的技术成果清晰地传达给技术和非技术团队。 遵循敏捷开发、CI/CD 和版本管理等最佳实践。 持续关注 AI/ML 与 LLM 前沿技术,分享知识并推动团队创新文化。 任职要求 必备条件 数据科学、计算机科学、统计学或相关领域本科及以上学历(博士优先)。 精通 Python,熟练掌握 ML/DL 框架(TensorFlow、PyTorch、Scikit-learn)及 LLM 库(Hugging Face、LangChain)。 熟练使用 SQL 进行大规模数据处理与分析。 深入理解机器学习算法、深度学习及 LLM 微调(RAG、MCP、PEFT)。 熟悉敏捷开发流程与 CI/CD 工作方式。 能将复杂的分析转化为清晰的业务洞察。 积极主动、注重细节,具备持续学习能力。 加分条件 在用户建模、推荐、留存或增长分析(游戏、电商、金融等领域)有相关经验。 熟悉 LLM 高级微调方法(RAG、MCP、PEFT),应用于 NLP 或推荐系统。 了解分布式系统(Hadoop、Spark、Hive)。 #J-18808-Ljbffr



  • Singapore NTT DATA, Inc. Full time

    Senior Data Scientist – NTT DATA, Inc. Make an impact with NTT DATA, a leading business and technology services firm that pushes the boundaries of innovation and embraces diversity and inclusion. Join a company renowned for its technical excellence and making a difference to clients and society. Your day at NTT DATA The Senior Data Scientist is an advanced...


  • Singapore Data Analytics Full time

    Get to Know the Team Our Search and Personalisation Team focuses on advancing scalable machine learning and experimentation frameworks that power search relevance, ranking, and recommendations across Grab. By leveraging cutting-edge analytics and statistical methods, we continuously optimize how users connect with merchants, services, and content. Get to...


  • Singapore NTT DATA Full time $120,000 - $180,000 per year

    Make an impact with NTT DATAJoin a company that is pushing the boundaries of what is possible. We are renowned for our technical excellence and leading innovations, and for making a difference to our clients and society. Our workplace embraces diversity and inclusion – it's a place where you can grow, belong and thrive.Your day at NTT DATAThe Senior Data...

  • Data Scientist

    2 weeks ago


    Singapore Bioquest Advisory Full time

    BioQuest Advisory is at the exciting phase of our growth across APAC region and is looking for talented and dynamic Data Scientist with strong hands-on technical skills to be part of our Asia regional team. **The role** A day in the life of our Data Scientist - Formulating, outline work-requirements and managing data-driven projects - Working with our...

  • Data Scientist

    2 days ago


    Singapore Bioquest Advisory Full time

    BioQuest Advisory is at the exciting phase of our growth across APAC region and is looking for talented and dynamic Data Scientist with strong hands-on technical skills to be part of our Asia regional team. **The role** A day in the life of our Data Scientist - Formulating, outline work-requirements and managing data-driven projects - Working with our...

  • Data Scientist

    1 week ago


    Singapore UST Full time

    Join to apply for the Data Scientist role at UST Join to apply for the Data Scientist role at UST About the Role We are seeking exceptional Data Scientists with a rare blend of technical expertise and strong communication skills to join our Singapore based team. You will play a leadership role in our data science initiatives—shaping strategy, delivering...

  • Data Scientist

    6 days ago


    Singapore JONDAVIDSON PTE. LTD. Full time

    As a Data Scientist, you will... - Work cross-functionally with Software and Machine Learning Engineers, other Data Scientists, and other teams to create new solutions and innovate - Work on problems such as prediction, classification, personalization, individualization, recommendation - Build, end to end Machine Learning and Deep Learning models from design...

  • Data Scientist

    1 week ago


    Singapore Titansoft Pte Ltd Full time

    You know all about our users, through data analysis. And because you do, you can identify issues and present insights to our Product Owners, spurring them into action. Working with your team, you play a key role in enhancing our business value. After all, you're the one who ignited the spark. And no spark, no fire. Job Description What a Data Scientist does...

  • Data Scientist

    2 weeks ago


    Singapore KRIS INFOTECH PTE. LTD. Full time

    Visualise, interpret, and report data findings and may create dynamic data reports as well. **Requirements**: - Minimum total seven years’ work experience as Data Scientist.

  • Data Scientist

    2 days ago


    Singapore Datasearch Consulting Full time

    **Data Scientist** **Singapore** **S$6,000-9,000/month** We are working with one of the biggest beauty & cosmetic brands worldwide looking to expand one of their teams and hire a data scientist for a supply chain-focused project. The project itself is to work within a pre-existing and expanding team to help develop a new ML tool to diagnose service loss...