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36 минут назад

Staff Data Scientist (Supply Chain AI/ML)

Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
Taiwan
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Текст:
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TL;DR
Staff Data Scientist (Supply Chain AI/ML): Developing production data science solutions for automated supply chain management with an accent on machine learning, statistics, and operations research. Focus on demand forecasting, lead time prediction, large-scale optimization, and solving complex business problems with deep learning and advanced algorithms.

Location: Taipei, Taiwan

Salary: Not specified

Company

hirify.global operates an e-commerce platform in Taiwan, including next-day Rocket Delivery and international Rocket Overseas delivery services.

What you will do

  • Collaborate with product, engineering, business, and operations teams to identify supply chain technology opportunities.
  • Translate ambiguous business requirements into practical data science and machine learning solutions.
  • Conduct research and analysis, define metrics, and establish success criteria for model evaluation.
  • Develop production solutions for automated decision-making at scale using statistics, machine learning, and operations research.
  • Analyze complex data problems with methods such as deep learning and communicate findings to technical and non-technical stakeholders.
  • Evaluate launched solutions using real-world results and identify opportunities for improvement.

Requirements

  • Bachelor's or master's degree in a quantitative discipline such as mathematics, statistics, computer science, engineering, industrial engineering, or operations research.
  • 5+ years of relevant industry or academic experience.
  • Hands-on knowledge of statistics and machine learning fundamentals, with experience using Python, SQL, and basic visualization tools such as Tableau or Power BI.
  • Ability to independently perform data manipulation, formulate hypotheses, design experiments, and conduct statistical analysis.
  • Strong critical thinking, problem-solving, and business communication skills.
  • Ability to present findings clearly to technical and business stakeholders.

Nice to have

  • Advanced experience with Python, R, Java, TensorFlow, and PyTorch for large-scale ML and deep learning models.
  • Experience with demand forecasting, lead time prediction, causal models, or fulfillment rate prediction.
  • Experience designing large-scale optimization solutions, including decomposition methods, heuristics, metaheuristics, and hybrid methods.
  • Familiarity with Spark, Hive, HBase, Redis, MongoDB, and SQL/NoSQL data systems.
  • Understanding of e-commerce and experience deploying advanced models into production.

Culture & Benefits

  • Work in an interdisciplinary supply chain management technology team.
  • Collaborate across product, engineering, business, and operations functions.
  • Contribute to hirify.global's expansion and technology development in Taiwan.
  • Equal employment opportunities are provided, including for applicants with disabilities and veterans.

Hiring process

  • Application review.
  • Phone interview.
  • Onsite or virtual onsite interview, followed by an offer.

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