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Data Scientist

SAP

Singapore · 全职

抢先申请

经验
3年以上
薪水
职位空缺
1
发布
3小时前
工作模式
在办公室
学历
Data Science or AI related degree
恢复
需要申请

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职位描述

About the Role

Join SAP in Singapore as a Data Scientist where your expertise in AI and machine learning will contribute to developing advanced AI solutions tailored for customer support scenarios. Bring your strengths to a global leader impacting over 20 industries and 80% of worldwide commerce. This position emphasizes personal growth, well-being, and inclusion in an environment fostering continuous learning and collaboration.

Key Responsibilities

  • Gather and analyze business and technical requirements to craft AI and data science strategies specific to customer support delivery.
  • Develop AI-driven applications addressing case analysis, knowledge extraction, recommendation engines, classification, and automation within customer support.
  • Collaborate with engineers to transition experimental models and algorithms into reliable production systems.
  • Create and maintain data and model pipelines as well as microservices supporting machine learning capabilities where necessary.
  • Conduct analysis on extensive structured and unstructured datasets to identify trends, enhance model accuracy, and derive actionable insights.
  • Implement cutting-edge AI methods including Large Language Models (LLMs), embeddings, Retrieval-Augmented Generation (RAG), semantic search, knowledge graphs, and agentic workflows where applicable.
  • Work closely with data engineers, software developers, and product teams to deliver scalable, production-ready AI solutions.
  • Translate complex technical and business needs into practical, scalable AI services.

Candidate Profile

  • Minimum of 3 years hands-on experience as a Data Scientist specializing in machine learning or applied artificial intelligence.
  • University degree in Data Science, AI, or a closely related field.
  • Proficiency in Python programming with strong data science expertise including data preprocessing, feature development, modeling, evaluation, and experimentations using both structured and unstructured data.
  • Knowledge of SQL and familiarity with cloud-native technologies; experience with Spark or Elasticsearch is advantageous.
  • Excellent problem-solving aptitude, communication skills, and ability to work both independently and collaboratively across teams.

Team and Culture

You will join a focused team of data scientists, engineers, and software developers dedicated to revolutionizing SAP’s customer support through intelligent, AI-powered solutions. SAP fosters an inclusive culture that values individuality, health, flexibility, and personal development, offering a workplace where all employees can thrive and contribute meaningfully.

Additional Information

SAP is an equal opportunity employer embracing diversity across various identities and backgrounds and provides accessibility accommodations to applicants with disabilities upon request. Certain roles are subject to background checks. The position requires expected travel of 0-10%. Engagement follows SAP’s ethical guidelines concerning AI usage in recruitment processes.

Requisition ID: 456562
Work Area: Software-Design and Development
Career Status: Professional
Employment Type: Regular Full Time
Location: Singapore, Singapore

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