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1 день назад

Principal Machine Learning Scientist (AI)

242 000 - 387 000$
Формат работы
remote (только USA)
Тип работы
fulltime
Грейд
principal
Английский
b2
Страна
US
Релокация
US
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

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TL;DR

Principal Machine Learning Scientist (AI): Drives the research, design, and deployment of advanced machine learning solutions for large-scale search and recommendation systems with an accent on multi-modal retrieval frameworks, intent understanding, and personalization strategies. Focus on developing cutting-edge sequential recommender systems and robust offline/online evaluation methodologies to maximize relevance and engagement.

Location: United States - California - San Jose

Salary: $242,000.00 to $387,000.00

Company

hirify.global brands power global travel for everyone, everywhere by designing cutting-edge tech to make travel smoother and more memorable, and creating groundbreaking solutions for our partners.

What you will do

  • Drive the research, design, and deployment of advanced machine learning solutions for large-scale search and recommendation systems.
  • Architect hybrid multi-modal retrieval frameworks, combining text, image, and structured data to power relevant and diverse content discovery.
  • Develop and optimize multi-stage ranking pipelines, leveraging deep learning, generative retrieval, and other advanced algorithms to maximize relevance and engagement.
  • Lead efforts on intent understanding, utilizing user queries, behavioral signals, and context for superior search and recommendation accuracy.
  • Advance personalization strategies using embeddings, user-item modeling, and context-aware algorithms to tailor content to individual users.
  • Mentor and guide a team of scientists, driving best-in-class research and deployment practices.

Requirements

  • PhD, or MS, in Computer Science, Machine Learning, Statistics, Engineering, or a related field; or equivalent professional experience.
  • 10+ years of related industry experience.
  • Experience building production-grade search, recommendation, or personalization systems.
  • Strong understanding of intent understanding techniques, retrieval methods, deep learning for recommendations, reinforcement learning, and causal inference.
  • Proficiency in Python and ML frameworks such as TensorFlow, JAX, or PyTorch.
  • Experience with large-scale distributed systems and big data technologies (e.g., Spark, Hadoop).

Nice to have

  • Experience in the travel or e-commerce industry.
  • Familiarity with cloud platforms (AWS, GCP, Azure).
  • Publications in top-tier ML conferences or journals.
  • Contributions to open-source ML projects.
  • Experience in personalization systems.
  • Experience taking models from prototype to production in collaboration with Machine Learning Engineering teams.

Culture & Benefits

  • Full benefits package, including exciting travel perks, generous time-off, parental leave, a flexible work model, and career development resources.
  • Wellness & travel reimbursement, travel discounts, and an International Airlines Travel Agent (IATAN) membership.

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