Data Scientist

3 days ago

Changi, Singapore Changi Airport Group (Singapore) Pte. Ltd. Full time $150,000 - $250,000 per year

Company description:

Changi Airport Group (CAG) is the manager of Singapore Changi Airport, a leading air hub in Asia and one of the world's most awarded airports. As airport manager, CAG performs the key functions of airport operations, air hub development, retail and commercial activities, infrastructure development and airport emergency services. CAG also manages Seletar Airport, and through its subsidiary, Changi Airports International, it takes Changi's presence beyond Singapore's shores through consultancy projects and investments in foreign airports. Come join us today

Job description:

Enterprise Data Science and Management (EDSM) is seeking an experienced Lead Data Scientist to join our Data Science team. Individuals in this role are expected to be comfortable working as an AI/ML Ops engineer and a quantitative researcher. The ideal candidate will have a keen interest in the study of customer buying behavior, and a passion for identifying and answering questions that help us identify and fulfill the latent needs of the customer.

Responsibilitie

  • Work closely with EDSM team to identify and provide insights for important Customer Intelligence questions
  • Solve commercial problems with AI to deliver social and economic value
  • Develop, validate and deliver algorithms, statistical models and analytical insights to achieve business goals
  • Analyze and interpret the results of marketing/Ops campaigns and/or experiments and recommend enhancements for future campaigns
  • Establish scalable, efficient, automated processes for large scale data analysis, model development, model validation, model implementation and model ops.
  • Develop go-to-market implementations and connect strategy to execution around data infrastructure, AI operating models and GenAI-enabled transformation.
  • Create a culture of excellence and lead with confidence, charisma, context, and humility working effectively at all levels
  • Provide thought-leadership and establish best practices for instrumentation and experimentation and communicate those to EDSM and other Data Science/Analytics teams.

Requirements

  • M.S. or Ph.D. in a relevant technical field, or 4+ years' experience in a relevant role
  • Exceptional expertise in AI engineering, machine learning and data science
  • Strong understanding of marketplace for AI services with ability to develop go-to-market plans with marketing teams
  • A strong passion for empirical research and for answering hard questions with data
  • Ability to communicate complex quantitative analysis in a clear, precise, and actionable manner
  • Practical hands-on experience with a broad range of tools to assist in AI development: Jupyter, LLMs, PyTorch, Tensorfllow, AWS Sagemaker, Google Vertex AI, Azure ML, etc
  • Strong track record of leading delivery of AI solutions through incubation, proof-of-concept, to large-scale real-time deployment

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