Назад
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26 дней назад

Postdoc (AI)

43 000€
Формат работы
onsite
Тип работы
fulltime
Английский
b2
Страна
Italy
Релокация
Italy
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

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TL;DR
Postdoc (AI): Developing an active learning framework for cell tracking in biomedical microscopy datasets with an accent on deep learning, probabilistic models, and scientific software. Focus on adapting pre-trained networks to new datasets with minimal human annotation, detecting cell divisions, and building reliable lineage trees.

Location: Based in Milan, Italy; relocation support is available for researchers moving to Italy.

Salary: Up to €43,000 per year, depending on seniority.

Company

hirify.global is a life science research institute focused on biomedical discovery through interdisciplinary research and advanced technologies.

What you will do

  • Lead the design, implementation, and training of an active learning framework for cell tracking.
  • Develop methods that adapt a pre-trained cell tracking network to new microscopy datasets using limited human annotations.
  • Apply probabilistic models to communicate model uncertainty and guide user feedback.
  • Integrate the network into the Motile Tracker GUI for cell tracking.
  • Guide development and analysis on real biomedical datasets, including cell division detection and lineage reconstruction.
  • Publish research, release well-documented open-source software, initiate collaborations, and mentor junior researchers.

Requirements

  • Ph.D. in Computer Science, Physics, Engineering, Biology, or a related field, completed or nearing completion.
  • Experience with machine learning and scientific Python packages.
  • Track record of impactful scientific contributions, such as publications, scientific software, or significant research outputs.
  • Ability to initiate and sustain scientific collaborations.
  • Strong communication and mentoring abilities.
  • Ability to work in Milan, Italy.

Nice to have

  • Machine learning experience in the life sciences.
  • Experience with cell tracking, probabilistic models, or active learning.

Culture & Benefits

  • Interdisciplinary research environment connecting life sciences, machine learning, and experimental biology.
  • Opportunities to lead research projects with experimental laboratories.
  • Career development through training, mentoring, and dedicated learning opportunities.
  • Flexible working policies, welfare provisions, work-life balance support, and parental initiatives.
  • Relocation support and potential tax benefits for researchers moving to Italy.
  • Four-year contract under CCNL Chimico Farmaceutico, Level B2.

Hiring process

  • Submit a CV, a motivation letter in English, and contact details for two referees.

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