26 дней назад
Postdoc (AI)
43 000€
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
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
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.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →